Paperclip Quality engineering · Runner acceptance

Full-stack acceptance campaign

Runner Full-Stack E2E

A browser-verified matrix of runner profiles, execution environments, and deterministic task contracts. Visual evidence is retained in the access-controlled workflow artifact; public history contains inert structured evidence only.

64/66Passed
2Failed
87m 29sTest time
2,408,867Input tokens
74,270Output tokens
3,537,301Cached tokens
$1.2072LLM reported subtotal
$0.0683Daytona list estimate
50m 59sAgent execution time
15m 20sDaytona lease time
77/113Runs provider-priced

Model spend is the provider-reported subtotal; unpriced or unavailable runs are excluded, never counted as free. Daytona runtime is a public-list-price estimate from captured lease time and pinned resources, before credits, discounts, storage allowance, or invoice adjustments. Local execution has no external runtime meter.

Test suite

Core Runner Compatibility

Major provider, runtime generation, and execution-environment compatibility.

Pass rate100.0%42/42 passed
Tokens4,311,8241,582,848 input · 56,629 output
Cost$0.9889reported LLM + runtime estimate
Agent time28m 45s15m 20s lease
Execution42/420 retries · cleanup passed
Configuration matrix7 profiles · 2 environments · 42 selected
Agent profileIsolated locallocal · localDaytona sandboxdaytona · remote
Legacy Codexlegacycodex · gpt-5.6-sol
Isolated locallocal · local
Basic response passed
Tokens114,971 in · 1,195 out87,225 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
ExecutionLocal · not metered18s agent
core-compatibility.legacy-codex.local.message-marker
Matchers and test context
Attempt
1
Duration
37s
Agent runtime
18s
Runtime
legacy
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_518d1885f57c-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_518d1885f57c-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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  "billing": {
    "llm": {
      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 0,
      "inputTokens": 114971,
      "outputTokens": 1195,
      "cachedInputTokens": 87225,
      "totalTokens": 203391,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 18443,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
  },
  "rawUsage": {
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    "biller": "openai",
    "provider": "openai",
    "costStatus": "unpriced",
    "billingType": "metered_api",
    "inputTokens": 114971,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 1195,
    "sessionReused": false,
    "rawInputTokens": 114971,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:19e80b5cad33ec220ff1853d8905a9fbc90d00378f303c93b61864ab64a54304",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
        "action": "create",
        "reasons": [],
        "categories": [
          "mode",
          "projectWorkspace",
          "strategy",
          "repo",
          "lifecycleCommands",
          "runtimeServices",
          "environment",
          "realization"
        ],
        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:9db035caed838600466b3936cff01ce9304c1c23c9f652c8be8d6c17f7b7caf1",
        "workspaceReused": false,
        "activeWorkspaceId": null,
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        "fingerprintVersion": 1,
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        "storedFingerprintPresent": false
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    },
    "rawOutputTokens": 1195,
    "cachedInputTokens": 87225,
    "taskSessionReused": false,
    "persistedSessionId": "01a070b1-ddd2-7c00-865a-a0a0f755e62c",
    "rawCachedInputTokens": 87225,
    "sessionRotationReason": null
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}
Plan, revise, accept, implement passed
Tokens260,122 in · 5,265 out184,363 cached · 3/3 runs covered
LLM spendunpriced0/3 runs provider-priced
ExecutionLocal · not metered47s agent
core-compatibility.legacy-codex.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 26s
Agent runtime
47s
Runtime
legacy
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_PLAN_DONE_021a31563fde-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_021a31563fde-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
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    "llm": {
      "runCount": 3,
      "runsWithTokenUsage": 3,
      "runsWithReportedCost": 0,
      "inputTokens": 260122,
      "outputTokens": 5265,
      "cachedInputTokens": 184363,
      "totalTokens": 449750,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 46809,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
  },
  "rawUsage": {
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        "usage": {
          "model": "gpt-5.6-sol",
          "biller": "openai",
          "provider": "openai",
          "costStatus": "unpriced",
          "billingType": "metered_api",
          "inputTokens": 57730,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 1400,
          "sessionReused": false,
          "rawInputTokens": 57730,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
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                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
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                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:9a7d45a1eaeccda2d751559712a1f0b8f70ea8f0151e32e3dbe9b9aacd3df7b8",
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              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
              "storedFingerprintPresent": false
            },
            "version": 1,
            "workspace": {
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              "reasons": [],
              "categories": [
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              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:ed35748c94021190a6569e44fbca767c4673c0755e60a69f59b794f7d5d0245b",
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            }
          },
          "rawOutputTokens": 1400,
          "cachedInputTokens": 35683,
          "taskSessionReused": false,
          "persistedSessionId": "01a070b1-e5a0-72e2-a385-1cd01994a401",
          "rawCachedInputTokens": 35683,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "13fd52d5-5a11-41b1-a8be-a29bba60d5f6",
        "usage": {
          "model": "gpt-5.6-sol",
          "biller": "openai",
          "provider": "openai",
          "costStatus": "unpriced",
          "billingType": "metered_api",
          "inputTokens": 142768,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 3110,
          "sessionReused": true,
          "rawInputTokens": 142768,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
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                "adapterConfig",
                "agentRuntimeConfig",
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                "workspaceConfig",
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                "envBindings",
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                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:9a7d45a1eaeccda2d751559712a1f0b8f70ea8f0151e32e3dbe9b9aacd3df7b8",
              "changedCategories": [],
              "taskSessionReused": true,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
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                "projectWorkspace",
                "strategy",
                "repo",
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              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:ed35748c94021190a6569e44fbca767c4673c0755e60a69f59b794f7d5d0245b",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 3110,
          "cachedInputTokens": 111306,
          "taskSessionReused": true,
          "persistedSessionId": "01a070b1-e5a0-72e2-a385-1cd01994a401",
          "rawCachedInputTokens": 111306,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "66f892f6-8782-4b52-8f95-357238f3c305",
        "usage": {
          "model": "gpt-5.6-sol",
          "biller": "openai",
          "provider": "openai",
          "costStatus": "unpriced",
          "billingType": "metered_api",
          "inputTokens": 59624,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 755,
          "sessionReused": false,
          "rawInputTokens": 59624,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [
                "effective run configuration changed: adapter config",
                "forceFreshSession was requested"
              ],
              "nextFingerprint": "v1:sha256:93c57410e3d21fe19c7db75bc16bad546e1049a086f0688e9822d094aa8c0d9b",
              "changedCategories": [
                "adapterConfig"
              ],
              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
                "mode",
                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
                "environment",
                "realization"
              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:ed35748c94021190a6569e44fbca767c4673c0755e60a69f59b794f7d5d0245b",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 755,
          "cachedInputTokens": 37374,
          "taskSessionReused": false,
          "persistedSessionId": "01a070b2-c010-7b53-848e-d9cd1675adb1",
          "rawCachedInputTokens": 37374,
          "sessionRotationReason": null
        }
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  }
}
Ask mode question passed
Tokens28,991 in · 364 out14,311 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
ExecutionLocal · not metered8s agent
core-compatibility.legacy-codex.local.ask-question
Matchers and test context
Attempt
1
Duration
35s
Agent runtime
8s
Runtime
legacy
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_74a7a6cb677b-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_74a7a6cb677b-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
  "billing": {
    "llm": {
      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 0,
      "inputTokens": 28991,
      "outputTokens": 364,
      "cachedInputTokens": 14311,
      "totalTokens": 43666,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 7505,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
  },
  "rawUsage": {
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    "biller": "openai",
    "provider": "openai",
    "costStatus": "unpriced",
    "billingType": "metered_api",
    "inputTokens": 28991,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 364,
    "sessionReused": false,
    "rawInputTokens": 28991,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:80d82d7ad4abbc6cd84194daeaf3a10c066faf542f19858d9e3733c499a62e5c",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
        "action": "create",
        "reasons": [],
        "categories": [
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          "projectWorkspace",
          "strategy",
          "repo",
          "lifecycleCommands",
          "runtimeServices",
          "environment",
          "realization"
        ],
        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:87add57a4b9f831aaad2c63345a46ed460e87632e9797b0e9a1fbf5a8d5ee95e",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
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        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
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    },
    "rawOutputTokens": 364,
    "cachedInputTokens": 14311,
    "taskSessionReused": false,
    "persistedSessionId": "01a070b2-1ee6-7871-8ca4-c09bb8f8de81",
    "rawCachedInputTokens": 14311,
    "sessionRotationReason": null
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}
Daytona sandboxdaytona · remote
Basic response passed
Tokens54,122 in · 616 out33,763 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
Execution$0.001190 est.17s agent · 16s lease
core-compatibility.legacy-codex.daytona.message-marker
Matchers and test context
Attempt
1
Duration
40s
Agent runtime
17s
Environment lease
16s
Runtime
legacy
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_e4927711c345-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_e4927711c345-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
{
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      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 0,
      "inputTokens": 54122,
      "outputTokens": 616,
      "cachedInputTokens": 33763,
      "totalTokens": 88501,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 17189,
      "leaseDurationMs": 16019,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0011902116999999999,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0.0011902116999999999,
    "observedAndEstimatedCostUsd": 0.0011902116999999999,
    "complete": false
  },
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    "inputTokens": 54122,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 616,
    "sessionReused": false,
    "rawInputTokens": 54122,
    "sessionRotated": false,
    "configFreshness": {
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        "categories": [
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          "adapterConfig",
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          "instructions",
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          "runtimeSkills"
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        "nextFingerprint": "v1:sha256:d2ef8f694f9df3f9466c3537577ebe0ac44b6df73ab2191ef251ddaa971a0c26",
        "changedCategories": [],
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        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
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      },
      "version": 1,
      "workspace": {
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        "reasons": [],
        "categories": [
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    "rawOutputTokens": 616,
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    "taskSessionReused": false,
    "persistedSessionId": "01a070b2-26b6-7673-8d50-8f70eec4e09e",
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}
Plan, revise, accept, implement passed
Tokens289,383 in · 3,902 out212,125 cached · 3/3 runs covered
LLM spendunpriced0/3 runs provider-priced
Execution$0.005064 est.1m 12s agent · 1m 8s lease
core-compatibility.legacy-codex.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 56s
Agent runtime
1m 12s
Environment lease
1m 8s
Runtime
legacy
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_PLAN_DONE_0c7a3f9c360f-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_0c7a3f9c360f-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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      "runsWithTokenUsage": 3,
      "runsWithReportedCost": 0,
      "inputTokens": 289383,
      "outputTokens": 3902,
      "cachedInputTokens": 212125,
      "totalTokens": 505410,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 71592,
      "leaseDurationMs": 68155,
      "leaseCount": 3,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0050639165,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0.0050639165,
    "observedAndEstimatedCostUsd": 0.0050639165,
    "complete": false
  },
  "rawUsage": {
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Ask mode question passed
Tokens54,204 in · 607 out33,867 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
Execution$0.001026 est.15s agent · 14s lease
core-compatibility.legacy-codex.daytona.ask-question
Matchers and test context
Attempt
1
Duration
36s
Agent runtime
15s
Environment lease
14s
Runtime
legacy
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_c682d667bd74-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_c682d667bd74-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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Legacy Claudelegacyclaude · claude-sonnet-4-6
Isolated locallocal · local
Basic response passed
Tokens27,183 in · 289 out21,398 cached · 1/1 runs covered
LLM spend$0.10131/1 runs provider-priced
ExecutionLocal · not metered12s agent
core-compatibility.legacy-claude.local.message-marker
Matchers and test context
Attempt
1
Duration
30s
Agent runtime
12s
Runtime
legacy
Provider
claude
Model
claude-sonnet-4-6
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_d7aacd43f1cb-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_d7aacd43f1cb-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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Plan, revise, accept, implement passed
Tokens66,040 in · 3,526 out308,175 cached · 3/3 runs covered
LLM spend$0.28423/3 runs provider-priced
ExecutionLocal · not metered1m 17s agent
core-compatibility.legacy-claude.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 0s
Agent runtime
1m 17s
Runtime
legacy
Provider
claude
Model
claude-sonnet-4-6
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
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Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_4cc95d8c718f-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 300,
          "cachedInputTokens": 38436,
          "taskSessionReused": false,
          "persistedSessionId": "9989e846-d404-4a9f-bbef-7ab5cc8d85d4",
          "cacheAdjustedCostUsd": 0.0561648,
          "rawCachedInputTokens": 38436,
          "sessionRotationReason": null
        }
      }
    ]
  }
}
Ask mode question passed
Tokens11,578 in · 286 out36,974 cached · 1/1 runs covered
LLM spend$0.04751/1 runs provider-priced
ExecutionLocal · not metered14s agent
core-compatibility.legacy-claude.local.ask-question
Matchers and test context
Attempt
1
Duration
37s
Agent runtime
14s
Runtime
legacy
Provider
claude
Model
claude-sonnet-4-6
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_56f3b0f6c31a-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_56f3b0f6c31a-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
  "billing": {
    "llm": {
      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 11578,
      "outputTokens": 286,
      "cachedInputTokens": 36974,
      "totalTokens": 48838,
      "reportedCostUsd": 0.047509449999999995,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 14223,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.047509449999999995,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.047509449999999995,
    "complete": true
  },
  "rawUsage": {
    "model": "claude-sonnet-4-6",
    "biller": "anthropic",
    "costUsd": 0.047509449999999995,
    "provider": "anthropic",
    "costStatus": "reported",
    "billingType": "metered_api",
    "inputTokens": 11578,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 286,
    "sessionReused": false,
    "rawInputTokens": 11578,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:5bdfd905d3fd5906ab93fdb7a7b4fb01bfd60c16f05cf17e6c0d0bb702f96bc4",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
        "action": "create",
        "reasons": [],
        "categories": [
          "mode",
          "projectWorkspace",
          "strategy",
          "repo",
          "lifecycleCommands",
          "runtimeServices",
          "environment",
          "realization"
        ],
        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:70c58f53fe7a9a33b607c2890ed9c0add1d349e9dd0bb5f2c269adb244f9038c",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 286,
    "cachedInputTokens": 36974,
    "taskSessionReused": false,
    "persistedSessionId": "d1e6fd9f-ef82-41c7-9c6a-d5a0b87f609e",
    "cacheAdjustedCostUsd": 0.047509449999999995,
    "rawCachedInputTokens": 36974,
    "sessionRotationReason": null
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}
Daytona sandboxdaytona · remote
Basic response passed
Tokens26,703 in · 282 out20,999 cached · 1/1 runs covered
LLM spend$0.09941/1 runs provider-priced
Execution$0.000920 est.13s agent · 12s lease
core-compatibility.legacy-claude.daytona.message-marker
Matchers and test context
Attempt
1
Duration
31s
Agent runtime
13s
Environment lease
12s
Runtime
legacy
Provider
claude
Model
claude-sonnet-4-6
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_474435ba1548-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_474435ba1548-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
{
  "billing": {
    "llm": {
      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 26703,
      "outputTokens": 282,
      "cachedInputTokens": 20999,
      "totalTokens": 47984,
      "reportedCostUsd": 0.09941420000000001,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 13099,
      "leaseDurationMs": 12382,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0009199826000000001,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.09941420000000001,
    "estimatedRuntimeCostUsd": 0.0009199826000000001,
    "observedAndEstimatedCostUsd": 0.1003341826,
    "complete": true
  },
  "rawUsage": {
    "model": "claude-sonnet-4-6",
    "biller": "anthropic",
    "costUsd": 0.09941420000000001,
    "provider": "anthropic",
    "costStatus": "reported",
    "billingType": "metered_api",
    "inputTokens": 26703,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 282,
    "sessionReused": false,
    "rawInputTokens": 26703,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:91c62eb5092b5e85a47237b5e717ab9f12ebf3636410381e39577d37a627c7c2",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
        "action": "create",
        "reasons": [],
        "categories": [
          "mode",
          "projectWorkspace",
          "strategy",
          "repo",
          "lifecycleCommands",
          "runtimeServices",
          "environment",
          "realization"
        ],
        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:efbda87a91c0fdc81942cf18eb0d31ccd5e85f5387b74b35c6ce6a3e32584d8a",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 282,
    "cachedInputTokens": 20999,
    "taskSessionReused": false,
    "persistedSessionId": "926f2524-b2bf-4179-8781-d66ce44fe145",
    "cacheAdjustedCostUsd": 0.09941420000000001,
    "rawCachedInputTokens": 20999,
    "sessionRotationReason": null
  }
}
Plan, revise, accept, implement passed
Tokens64,042 in · 3,543 out298,377 cached · 3/3 runs covered
LLM spend$0.28823/3 runs provider-priced
Execution$0.006624 est.2m 3s agent · 1m 29s lease
core-compatibility.legacy-claude.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 42s
Agent runtime
2m 3s
Environment lease
1m 29s
Runtime
legacy
Provider
claude
Model
claude-sonnet-4-6
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_PLAN_DONE_62baeea9e84c-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_62baeea9e84c-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
{
  "billing": {
    "llm": {
      "runCount": 3,
      "runsWithTokenUsage": 3,
      "runsWithReportedCost": 3,
      "inputTokens": 64042,
      "outputTokens": 3543,
      "cachedInputTokens": 298377,
      "totalTokens": 365962,
      "reportedCostUsd": 0.28820435,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 123021,
      "leaseDurationMs": 89158,
      "leaseCount": 3,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0066244394,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.28820435,
    "estimatedRuntimeCostUsd": 0.0066244394,
    "observedAndEstimatedCostUsd": 0.2948287894,
    "complete": true
  },
  "rawUsage": {
    "runs": [
      {
        "runId": "454947cb-2e60-4f4c-b93b-76dbf5473e95",
        "usage": {
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          "biller": "anthropic",
          "costUsd": 0.10581645,
          "provider": "anthropic",
          "costStatus": "reported",
          "billingType": "metered_api",
          "inputTokens": 20849,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 1426,
          "sessionReused": false,
          "rawInputTokens": 20849,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:0f4fe73a22ecf3113ac3d228665eb6c032360cd04466f8c3d1bfa833624bf71f",
              "changedCategories": [],
              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
              "storedFingerprintPresent": false
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
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                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
                "environment",
                "realization"
              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:25171c399250843102e296d383bcf13ae90d4cfc867ce7eda5200919c1603ad4",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 1426,
          "cachedInputTokens": 126349,
          "taskSessionReused": false,
          "persistedSessionId": "86683b09-a125-48be-b655-3d6fec0a6df5",
          "cacheAdjustedCostUsd": 0.10581645,
          "rawCachedInputTokens": 126349,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "9e2a5a5c-e22f-47dc-8ecb-52431c9cb20f",
        "usage": {
          "model": "claude-sonnet-4-6",
          "biller": "anthropic",
          "costUsd": 0.126917,
          "provider": "anthropic",
          "costStatus": "reported",
          "billingType": "metered_api",
          "inputTokens": 29240,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 1818,
          "sessionReused": true,
          "rawInputTokens": 29240,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
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                "envBindings",
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                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:0f4fe73a22ecf3113ac3d228665eb6c032360cd04466f8c3d1bfa833624bf71f",
              "changedCategories": [],
              "taskSessionReused": true,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
                "mode",
                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
                "environment",
                "realization"
              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:25171c399250843102e296d383bcf13ae90d4cfc867ce7eda5200919c1603ad4",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 1818,
          "cachedInputTokens": 134160,
          "taskSessionReused": true,
          "persistedSessionId": "5095379a-c567-4702-b3d9-0050587026c6",
          "cacheAdjustedCostUsd": 0.126917,
          "rawCachedInputTokens": 134160,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "ff6ef0d7-8b41-4861-b861-724305c35df3",
        "usage": {
          "model": "claude-sonnet-4-6",
          "biller": "anthropic",
          "costUsd": 0.0554709,
          "provider": "anthropic",
          "costStatus": "reported",
          "billingType": "metered_api",
          "inputTokens": 13953,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 299,
          "sessionReused": false,
          "rawInputTokens": 13953,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [
                "effective run configuration changed: adapter config",
                "forceFreshSession was requested"
              ],
              "nextFingerprint": "v1:sha256:d52026ae65c606f620793e3e75fe411483001e3a859102eefccb7e7f65f27890",
              "changedCategories": [
                "adapterConfig"
              ],
              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
                "mode",
                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
                "environment",
                "realization"
              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:25171c399250843102e296d383bcf13ae90d4cfc867ce7eda5200919c1603ad4",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 299,
          "cachedInputTokens": 37868,
          "taskSessionReused": false,
          "persistedSessionId": "557b41f7-5b8b-49ab-972f-98e9a06fe58b",
          "cacheAdjustedCostUsd": 0.0554709,
          "rawCachedInputTokens": 37868,
          "sessionRotationReason": null
        }
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    ]
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}
Ask mode question passed
Tokens11,412 in · 244 out36,390 cached · 1/1 runs covered
LLM spend$0.04611/1 runs provider-priced
Execution$0.000733 est.12s agent · 10s lease
core-compatibility.legacy-claude.daytona.ask-question
Matchers and test context
Attempt
1
Duration
36s
Agent runtime
12s
Environment lease
10s
Runtime
legacy
Provider
claude
Model
claude-sonnet-4-6
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_fac7e1d6ff0c-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_fac7e1d6ff0c-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
{
  "billing": {
    "llm": {
      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 11412,
      "outputTokens": 244,
      "cachedInputTokens": 36390,
      "totalTokens": 48046,
      "reportedCostUsd": 0.04608175,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 11645,
      "leaseDurationMs": 9861,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0007326723,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.04608175,
    "estimatedRuntimeCostUsd": 0.0007326723,
    "observedAndEstimatedCostUsd": 0.0468144223,
    "complete": true
  },
  "rawUsage": {
    "model": "claude-sonnet-4-6",
    "biller": "anthropic",
    "costUsd": 0.04608175,
    "provider": "anthropic",
    "costStatus": "reported",
    "billingType": "metered_api",
    "inputTokens": 11412,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 244,
    "sessionReused": false,
    "rawInputTokens": 11412,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:08d91af752e8e7fffbcb2378b8fa4a3db465a1731526ad3e101185d17e1b4f1e",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
        "action": "create",
        "reasons": [],
        "categories": [
          "mode",
          "projectWorkspace",
          "strategy",
          "repo",
          "lifecycleCommands",
          "runtimeServices",
          "environment",
          "realization"
        ],
        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:a1a17809bcc1e187feb992101e4755851cf0995b9df6d72466796f9b4a3a95e9",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
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        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 244,
    "cachedInputTokens": 36390,
    "taskSessionReused": false,
    "persistedSessionId": "1226270d-0c6c-4607-95c6-92a49dae2f73",
    "cacheAdjustedCostUsd": 0.04608175,
    "rawCachedInputTokens": 36390,
    "sessionRotationReason": null
  }
}
Legacy OpenCodelegacyopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Basic response passed
Tokens18,308 in · 454 out13,056 cached · 1/1 runs covered
LLM spend$0.0014811/1 runs provider-priced
ExecutionLocal · not metered11s agent
core-compatibility.legacy-opencode.local.message-marker
Matchers and test context
Attempt
1
Duration
32s
Agent runtime
11s
Runtime
legacy
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_1edab85d7116-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_1edab85d7116-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
  "billing": {
    "llm": {
      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 18308,
      "outputTokens": 454,
      "cachedInputTokens": 13056,
      "totalTokens": 31818,
      "reportedCostUsd": 0.001480636,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 11096,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.001480636,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.001480636,
    "complete": true
  },
  "rawUsage": {
    "model": "openrouter/deepseek/deepseek-v4-flash-0731",
    "biller": "openrouter",
    "costUsd": 0.001480636,
    "provider": "openrouter",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 18308,
    "freshSession": true,
    "outputTokens": 454,
    "sessionReused": false,
    "rawInputTokens": 18308,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:63d1b3db908ff9882982169eac107e2f201e9864020bba0cb8f0d8fe2ac0bddb",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
        "action": "create",
        "reasons": [],
        "categories": [
          "mode",
          "projectWorkspace",
          "strategy",
          "repo",
          "lifecycleCommands",
          "runtimeServices",
          "environment",
          "realization"
        ],
        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:e6b6e4b0294fdf0219b9b6e235f9645f2b029eaa52ab9c41b8b53830472510cf",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 454,
    "cachedInputTokens": 13056,
    "taskSessionReused": false,
    "persistedSessionId": "ses_f8f4da494ffedWhGcKkLOcEZWY",
    "cacheAdjustedCostUsd": 0.001480636,
    "rawCachedInputTokens": 13056,
    "sessionRotationReason": null
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}
Plan, revise, accept, implement passed
Tokens61,419 in · 8,352 out437,760 cached · 3/3 runs covered
LLM spend$0.01463/3 runs provider-priced
ExecutionLocal · not metered1m 16s agent
core-compatibility.legacy-opencode.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 53s
Agent runtime
1m 16s
Runtime
legacy
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_PLAN_DONE_40c742403da7-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_40c742403da7-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
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    "llm": {
      "runCount": 3,
      "runsWithTokenUsage": 3,
      "runsWithReportedCost": 3,
      "inputTokens": 61419,
      "outputTokens": 8352,
      "cachedInputTokens": 437760,
      "totalTokens": 507531,
      "reportedCostUsd": 0.01456708,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 76030,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.01456708,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.01456708,
    "complete": true
  },
  "rawUsage": {
    "runs": [
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        "runId": "66df1b7c-f2be-4e25-afaf-cb89ba5a0400",
        "usage": {
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          "biller": "openrouter",
          "costUsd": 0.005058257,
          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 31805,
          "freshSession": true,
          "outputTokens": 3145,
          "sessionReused": false,
          "rawInputTokens": 31805,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:d0787b3a4c83a86391fc2152741c90b08cefe1b361d61274a52f271ffb06bfce",
              "changedCategories": [],
              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
              "storedFingerprintPresent": false
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
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                "strategy",
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              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:09ea12c845303812a1583ffbf87d919a70275d7956021f91a89a2d2cfa03f463",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
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              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 3145,
          "cachedInputTokens": 151552,
          "taskSessionReused": false,
          "persistedSessionId": "ses_f8f4e29d3ffeqRppBeQ4AOqmbU",
          "cacheAdjustedCostUsd": 0.005058257,
          "rawCachedInputTokens": 151552,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "8db06886-3548-428f-96f6-ade7fd33a9cd",
        "usage": {
          "model": "openrouter/deepseek/deepseek-v4-flash-0731",
          "biller": "openrouter",
          "costUsd": 0.004575618,
          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 2553,
          "usageSource": "session_delta",
          "freshSession": false,
          "outputTokens": 1567,
          "sessionReused": true,
          "rawInputTokens": 34358,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
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                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:d0787b3a4c83a86391fc2152741c90b08cefe1b361d61274a52f271ffb06bfce",
              "changedCategories": [],
              "taskSessionReused": true,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
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              "reasons": [],
              "categories": [
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                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
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                "realization"
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              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:09ea12c845303812a1583ffbf87d919a70275d7956021f91a89a2d2cfa03f463",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
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              "fingerprintVersion": 1,
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              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 1567,
          "cachedInputTokens": 128768,
          "taskSessionReused": true,
          "persistedSessionId": "ses_f8f4e29d3ffeqRppBeQ4AOqmbU",
          "cacheAdjustedCostUsd": 0.004575618,
          "rawCachedInputTokens": 128768,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "f2f8f788-85d3-484e-9357-84e1442f920d",
        "usage": {
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          "biller": "openrouter",
          "costUsd": 0.004933205,
          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 27061,
          "freshSession": true,
          "outputTokens": 3640,
          "sessionReused": false,
          "rawInputTokens": 27061,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
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                "adapterConfig",
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                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [
                "effective run configuration changed: adapter config",
                "forceFreshSession was requested"
              ],
              "nextFingerprint": "v1:sha256:e733f733cac0534b9081ccf86c413f8ba1595c493b0bb88179e35c58516aa0ee",
              "changedCategories": [
                "adapterConfig"
              ],
              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
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              "reasons": [],
              "categories": [
                "mode",
                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
                "environment",
                "realization"
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              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:09ea12c845303812a1583ffbf87d919a70275d7956021f91a89a2d2cfa03f463",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 3640,
          "cachedInputTokens": 157440,
          "taskSessionReused": false,
          "persistedSessionId": "ses_f8f4d37c0ffepdYSi6f3lEhvx0",
          "cacheAdjustedCostUsd": 0.004933205,
          "rawCachedInputTokens": 157440,
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}
Ask mode question passed
Tokens26,504 in · 977 out36,864 cached · 1/1 runs covered
LLM spend$0.0024881/1 runs provider-priced
ExecutionLocal · not metered14s agent
core-compatibility.legacy-opencode.local.ask-question
Matchers and test context
Attempt
1
Duration
37s
Agent runtime
14s
Runtime
legacy
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_3c04880cf61f-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_3c04880cf61f-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
  "billing": {
    "llm": {
      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 26504,
      "outputTokens": 977,
      "cachedInputTokens": 36864,
      "totalTokens": 64345,
      "reportedCostUsd": 0.002488444,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 13715,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.002488444,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.002488444,
    "complete": true
  },
  "rawUsage": {
    "model": "openrouter/deepseek/deepseek-v4-flash-0731",
    "biller": "openrouter",
    "costUsd": 0.002488444,
    "provider": "openrouter",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 26504,
    "freshSession": true,
    "outputTokens": 977,
    "sessionReused": false,
    "rawInputTokens": 26504,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:aa1716ad3e212a7e0e4bd8a853043f43cec4a9ba91a20779ffc79721eba1698a",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
        "action": "create",
        "reasons": [],
        "categories": [
          "mode",
          "projectWorkspace",
          "strategy",
          "repo",
          "lifecycleCommands",
          "runtimeServices",
          "environment",
          "realization"
        ],
        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:713ebc3da82c541cfd84ac57009d5256ffac232023730856f5a7db7a257bb00d",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
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    },
    "rawOutputTokens": 977,
    "cachedInputTokens": 36864,
    "taskSessionReused": false,
    "persistedSessionId": "ses_f8f4dd24cffepFAhHzkU1LsW5Y",
    "cacheAdjustedCostUsd": 0.002488444,
    "rawCachedInputTokens": 36864,
    "sessionRotationReason": null
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}
Daytona sandboxdaytona · remote
Basic response passed
Tokens5,562 in · 542 out25,856 cached · 1/1 runs covered
LLM spend$0.0008731/1 runs provider-priced
Execution$0.000704 est.11s agent · 9s lease
core-compatibility.legacy-opencode.daytona.message-marker
Matchers and test context
Attempt
1
Duration
33s
Agent runtime
11s
Environment lease
9s
Runtime
legacy
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_5fb2688f92ba-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_5fb2688f92ba-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
{
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      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 5562,
      "outputTokens": 542,
      "cachedInputTokens": 25856,
      "totalTokens": 31960,
      "reportedCostUsd": 0.000872786,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 10901,
      "leaseDurationMs": 9475,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0007039925,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.000872786,
    "estimatedRuntimeCostUsd": 0.0007039925,
    "observedAndEstimatedCostUsd": 0.0015767785,
    "complete": true
  },
  "rawUsage": {
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    "biller": "openrouter",
    "costUsd": 0.000872786,
    "provider": "openrouter",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 5562,
    "freshSession": true,
    "outputTokens": 542,
    "sessionReused": false,
    "rawInputTokens": 5562,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
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          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
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          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:95044acd37913e3432ff9b6395d576144699701596b67025c6576a8c13ba78a9",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
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        "reasons": [],
        "categories": [
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        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:f4c8ade69b9368c13e220e8bae7e6124ec6d9d303d52ffba4d148a4eb3875da1",
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        "fingerprintVersion": 1,
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        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
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    },
    "rawOutputTokens": 542,
    "cachedInputTokens": 25856,
    "taskSessionReused": false,
    "persistedSessionId": "ses_f8f4de44affeUBwp03KtiQqDjV",
    "cacheAdjustedCostUsd": 0.000872786,
    "rawCachedInputTokens": 25856,
    "sessionRotationReason": null
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}
Plan, revise, accept, implement passed
Tokens86,243 in · 12,125 out617,728 cached · 3/3 runs covered
LLM spend$0.01773/3 runs provider-priced
Execution$0.007577 est.1m 45s agent · 1m 42s lease
core-compatibility.legacy-opencode.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 27s
Agent runtime
1m 45s
Environment lease
1m 42s
Runtime
legacy
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_PLAN_DONE_db9efeb03e0f-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_db9efeb03e0f-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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      "runCount": 3,
      "runsWithTokenUsage": 3,
      "runsWithReportedCost": 3,
      "inputTokens": 86243,
      "outputTokens": 12125,
      "cachedInputTokens": 617728,
      "totalTokens": 716096,
      "reportedCostUsd": 0.017671943000000002,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 104806,
      "leaseDurationMs": 101977,
      "leaseCount": 3,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0075768911,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.017671943000000002,
    "estimatedRuntimeCostUsd": 0.0075768911,
    "observedAndEstimatedCostUsd": 0.025248834100000003,
    "complete": true
  },
  "rawUsage": {
    "runs": [
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        "runId": "aa825322-ac9a-44d2-b442-07c9d5376cba",
        "usage": {
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          "biller": "openrouter",
          "costUsd": 0.007984874000000001,
          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 36094,
          "freshSession": true,
          "outputTokens": 4839,
          "sessionReused": false,
          "rawInputTokens": 36094,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
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              "resetReasons": [],
              "nextFingerprint": "v1:sha256:fa6b3d44ceffd207dd0ef30f6b8bba6dd60c0fb23113fcb30f7610a4bafcfc05",
              "changedCategories": [],
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              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
              "storedFingerprintPresent": false
            },
            "version": 1,
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              "workspaceReused": false,
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Ask mode question passed
Tokens4,248 in · 487 out26,880 cached · 1/1 runs covered
LLM spend$0.0007941/1 runs provider-priced
Execution$0.000652 est.10s agent · 9s lease
core-compatibility.legacy-opencode.daytona.ask-question
Matchers and test context
Attempt
1
Duration
31s
Agent runtime
10s
Environment lease
9s
Runtime
legacy
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_a4be51eb95cb-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_a4be51eb95cb-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
{
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      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 4248,
      "outputTokens": 487,
      "cachedInputTokens": 26880,
      "totalTokens": 31615,
      "reportedCostUsd": 0.00079386,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 10097,
      "leaseDurationMs": 8777,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0006521311000000001,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
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    "inputTokens": 4248,
    "freshSession": true,
    "outputTokens": 487,
    "sessionReused": false,
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    "sessionRotated": false,
    "configFreshness": {
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Runner Codexnativecodex · gpt-5.6-sol
Isolated locallocal · local
Basic response passed
Tokens14,266 in · 21 out14,035 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered8s agent
core-compatibility.runner-codex.local.message-marker
Matchers and test context
Attempt
1
Duration
28s
Agent runtime
8s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_a27a32cdada5-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_a27a32cdada5-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
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      "runsWithReportedCost": 1,
      "inputTokens": 14266,
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      "cachedInputTokens": 14035,
      "totalTokens": 28322,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 8114,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": true
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    "provider": "openai",
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    "inputTokens": 14266,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 21,
    "sessionReused": false,
    "rawInputTokens": 14266,
    "sessionRotated": false,
    "configFreshness": {
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Plan, revise, accept, implement passed
Tokens49,362 in · 932 out48,458 cached · 3/3 runs covered
LLM spend$0.0000003/3 runs provider-priced
ExecutionLocal · not metered36s agent
core-compatibility.runner-codex.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 23s
Agent runtime
36s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_PLAN_DONE_a71dff5028af-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_a71dff5028af-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "runsWithReportedCost": 3,
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      "totalTokens": 98752,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 35638,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
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    "observedAndEstimatedCostUsd": 0,
    "complete": true
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  "rawUsage": {
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          "provider": "openai",
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          "inputTokens": 16076,
          "usageSource": "per_run",
          "freshSession": true,
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          "sessionRotated": false,
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          "rawCachedInputTokens": 15719,
          "sessionRotationReason": null
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      },
      {
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          "biller": "openai",
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          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 16076,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 455,
          "sessionReused": true,
          "rawInputTokens": 16076,
          "sessionRotated": false,
          "configFreshness": {
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              "resetReasons": [],
              "nextFingerprint": "v1:sha256:c3158f6dbe0f35a56d69e9b3e4c361609429986d3fdb89af104e60f6278dfe98",
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              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
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        "usage": {
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              "resetReasons": [
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              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
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            "version": 1,
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}
Ask mode question passed
Tokens13,846 in · 21 out13,649 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered8s agent
core-compatibility.runner-codex.local.ask-question
Matchers and test context
Attempt
1
Duration
34s
Agent runtime
8s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_212b80f6ded2-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_212b80f6ded2-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
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      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
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      "cachedInputTokens": 13649,
      "totalTokens": 27516,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 8410,
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    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": true
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    "freshSession": true,
    "outputTokens": 21,
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        "resetReasons": [],
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Daytona sandboxdaytona · remote
Basic response passed
Tokens13,899 in · 22 out13,636 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
Execution$0.001127 est.46s agent · 15s lease
core-compatibility.runner-codex.daytona.message-marker
Matchers and test context
Attempt
1
Duration
1m 12s
Agent runtime
46s
Environment lease
15s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_82241b60a18f-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_82241b60a18f-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
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      "reportedCostUsd": 0,
      "costStatus": "reported"
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    "runtime": {
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      "agentRunDurationMs": 45924,
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    "estimatedRuntimeCostUsd": 0.0011269824,
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    "inputTokens": 13899,
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    "freshSession": true,
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    "sessionReused": false,
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Plan, revise, accept, implement passed
Tokens56,103 in · 901 out48,453 cached · 3/3 runs covered
LLM spend$0.0000003/3 runs provider-priced
Execution$0.004091 est.58s agent · 55s lease
core-compatibility.runner-codex.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 47s
Agent runtime
58s
Environment lease
55s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_PLAN_DONE_97f9868ae631-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_97f9868ae631-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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      "reportedCostUsd": 0,
      "costStatus": "reported"
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    "runtime": {
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Ask mode question passed
Tokens13,519 in · 22 out13,253 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
Execution$0.001239 est.43s agent · 17s lease
core-compatibility.runner-codex.daytona.ask-question
Matchers and test context
Attempt
1
Duration
1m 8s
Agent runtime
43s
Environment lease
17s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_cbb2b9dc8db4-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_cbb2b9dc8db4-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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    "inputTokens": 13519,
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Runner OpenCodenativeopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Basic response passed
Tokens14,654 in · 282 out17,152 cached · 1/1 runs covered
LLM spend$0.0012781/1 runs provider-priced
ExecutionLocal · not metered22s agent
core-compatibility.runner-opencode.local.message-marker
Matchers and test context
Attempt
1
Duration
43s
Agent runtime
22s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_e14d837d59a8-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_e14d837d59a8-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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    },
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      "agentRunDurationMs": 21990,
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      "leaseCount": 0,
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    },
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    "sessionReused": false,
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Plan, revise, accept, implement passed
Tokens58,583 in · 2,121 out22,784 cached · 3/3 runs covered
LLM spend$0.0045543/3 runs provider-priced
ExecutionLocal · not metered1m 11s agent
core-compatibility.runner-opencode.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 52s
Agent runtime
1m 11s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_PLAN_DONE_a7a63bd6c34a-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_a7a63bd6c34a-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "agentRunDurationMs": 70867,
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Ask mode question passed
Tokens27,352 in · 255 out2,816 cached · 1/1 runs covered
LLM spend$0.0018691/1 runs provider-priced
ExecutionLocal · not metered31s agent
core-compatibility.runner-opencode.local.ask-question
Matchers and test context
Attempt
1
Duration
55s
Agent runtime
31s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_efd77e948b2e-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_efd77e948b2e-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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Daytona sandboxdaytona · remote
Basic response passed
Tokens27,552 in · 472 out4,096 cached · 1/1 runs covered
LLM spend$0.0019411/1 runs provider-priced
Execution$0.002854 est.1m 19s agent · 38s lease
core-compatibility.runner-opencode.daytona.message-marker
Matchers and test context
Attempt
1
Duration
1m 44s
Agent runtime
1m 19s
Environment lease
38s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_39e652d0eda4-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_39e652d0eda4-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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Plan, revise, accept, implement passed
Tokens56,785 in · 2,153 out23,808 cached · 3/3 runs covered
LLM spend$0.0044593/3 runs provider-priced
Execution$0.009570 est.2m 12s agent · 2m 9s lease
core-compatibility.runner-opencode.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
3m 1s
Agent runtime
2m 12s
Environment lease
2m 9s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
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Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_c349eb8ca2e6-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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Ask mode question passed
Tokens25,842 in · 277 out4,096 cached · 1/1 runs covered
LLM spend$0.0017951/1 runs provider-priced
Execution$0.002399 est.33s agent · 32s lease
core-compatibility.runner-opencode.daytona.ask-question
Matchers and test context
Attempt
1
Duration
59s
Agent runtime
33s
Environment lease
32s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_cc8f865cac0f-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_cc8f865cac0f-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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Runner ACPX Claudenativeacpx · claude-sonnet-5
Isolated locallocal · local
Basic response passed
Tokens6 in · 436 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered20s agent
core-compatibility.runner-acpx-claude.local.message-marker
Matchers and test context
Attempt
1
Duration
39s
Agent runtime
20s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_bc8ab1990456-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_bc8ab1990456-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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Plan, revise, accept, implement passed
Tokens10 in · 1,750 out0 cached · 2/3 runs covered
LLM spend$0.0000002/3 runs provider-priced
ExecutionLocal · not metered1m 3s agent
core-compatibility.runner-acpx-claude.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 42s
Agent runtime
1m 3s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_PLAN_DONE_c17488787c46-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_c17488787c46-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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Ask mode question passed
Tokens6 in · 414 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered19s agent
core-compatibility.runner-acpx-claude.local.ask-question
Matchers and test context
Attempt
1
Duration
43s
Agent runtime
19s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_00e8382a82ac-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_00e8382a82ac-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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    "rawOutputTokens": 414,
    "cachedInputTokens": 0,
    "taskSessionReused": false,
    "persistedSessionId": "8578a5e5-b441-431a-b62a-6b5385fd59c2",
    "cacheAdjustedCostUsd": 0,
    "rawCachedInputTokens": 0,
    "sessionRotationReason": null
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}
Daytona sandboxdaytona · remote
Basic response passed
Tokens6 in · 418 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
Execution$0.002165 est.30s agent · 29s lease
core-compatibility.runner-acpx-claude.daytona.message-marker
Matchers and test context
Attempt
1
Duration
56s
Agent runtime
30s
Environment lease
29s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_0f5d45965a5e-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_0f5d45965a5e-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
{
  "billing": {
    "llm": {
      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 6,
      "outputTokens": 418,
      "cachedInputTokens": 0,
      "totalTokens": 424,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 30474,
      "leaseDurationMs": 29141,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0021651762999999997,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0.0021651762999999997,
    "observedAndEstimatedCostUsd": 0.0021651762999999997,
    "complete": true
  },
  "rawUsage": {
    "model": "claude-sonnet-5",
    "biller": "openai",
    "costUsd": 0,
    "provider": "openai",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 6,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 418,
    "sessionReused": false,
    "rawInputTokens": 6,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:3d4ad87246b2f32fecd4203daf879ce66994db6d3821a010ef05d58e2c839603",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
        "action": "create",
        "reasons": [],
        "categories": [
          "mode",
          "projectWorkspace",
          "strategy",
          "repo",
          "lifecycleCommands",
          "runtimeServices",
          "environment",
          "realization"
        ],
        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:dcc8d0377185d733a9b0447c78ae3f7310b8ad64a92e9414625af3375ef0f92a",
        "workspaceReused": false,
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        "changedCategories": [],
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        "fingerprintVersion": 1,
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        "configSnapshotRefreshed": false,
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    },
    "rawOutputTokens": 418,
    "cachedInputTokens": 0,
    "taskSessionReused": false,
    "persistedSessionId": "7cd1bf8b-a735-4a7c-9f88-e8a9adfe536e",
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    "sessionRotationReason": null
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}
Plan, revise, accept, implement passed
Tokens16 in · 2,244 out0 cached · 3/3 runs covered
LLM spend$0.0000003/3 runs provider-priced
Execution$0.008097 est.1m 54s agent · 1m 49s lease
core-compatibility.runner-acpx-claude.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 45s
Agent runtime
1m 54s
Environment lease
1m 49s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_PLAN_DONE_21e82fb323aa-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_21e82fb323aa-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
{
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      "runCount": 3,
      "runsWithTokenUsage": 3,
      "runsWithReportedCost": 3,
      "inputTokens": 16,
      "outputTokens": 2244,
      "cachedInputTokens": 0,
      "totalTokens": 2260,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 113888,
      "leaseDurationMs": 108974,
      "leaseCount": 3,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0080967682,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0.0080967682,
    "observedAndEstimatedCostUsd": 0.0080967682,
    "complete": true
  },
  "rawUsage": {
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        "usage": {
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          "biller": "openai",
          "costUsd": 0,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 6,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 931,
          "sessionReused": false,
          "rawInputTokens": 6,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
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              "categories": [
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              "resetReasons": [],
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            },
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              "reasons": [],
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          "rawOutputTokens": 931,
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          "taskSessionReused": false,
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          "cacheAdjustedCostUsd": 0,
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          "sessionRotationReason": null
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      },
      {
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        "usage": {
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          "biller": "openai",
          "costUsd": 0,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 4,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 742,
          "sessionReused": true,
          "rawInputTokens": 4,
          "sessionRotated": false,
          "configFreshness": {
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              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:7133ce871140a82d3da914aa4e52bd6b58bb03c5e5f171fe28f488d3c40bc7d9",
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              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
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              "reasons": [],
              "categories": [
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          "rawOutputTokens": 742,
          "cachedInputTokens": 0,
          "taskSessionReused": true,
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          "cacheAdjustedCostUsd": 0,
          "rawCachedInputTokens": 0,
          "sessionRotationReason": null
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      },
      {
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        "usage": {
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          "biller": "openai",
          "costUsd": 0,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 6,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 571,
          "sessionReused": false,
          "rawInputTokens": 6,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
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              "categories": [
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                "adapterConfig",
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                "workspaceConfig",
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                "envBindings",
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                "runtimeSkills"
              ],
              "resetReasons": [
                "effective run configuration changed: adapter config",
                "forceFreshSession was requested"
              ],
              "nextFingerprint": "v1:sha256:74bda63316d33338a36e8a01e85165c3729012e57811987817b1103c64398700",
              "changedCategories": [
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              ],
              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
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              "reasons": [],
              "categories": [
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                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
                "environment",
                "realization"
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              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:5ab14830fe661bec8af2c52d087a90609ca11722b1bce57f8d0a262901534930",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
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              "fingerprintVersion": 1,
              "inferredFingerprint": null,
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              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 571,
          "cachedInputTokens": 0,
          "taskSessionReused": false,
          "persistedSessionId": "9423463f-1d75-4aef-bebc-2af02d871361",
          "cacheAdjustedCostUsd": 0,
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}
Ask mode question passed
Tokens6 in · 832 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
Execution$0.002345 est.32s agent · 32s lease
core-compatibility.runner-acpx-claude.daytona.ask-question
Matchers and test context
Attempt
1
Duration
53s
Agent runtime
32s
Environment lease
32s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_8604e0b80771-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_8604e0b80771-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
{
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    "llm": {
      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 6,
      "outputTokens": 832,
      "cachedInputTokens": 0,
      "totalTokens": 838,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 32443,
      "leaseDurationMs": 31564,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0023452051999999996,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0.0023452051999999996,
    "observedAndEstimatedCostUsd": 0.0023452051999999996,
    "complete": true
  },
  "rawUsage": {
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    "biller": "openai",
    "costUsd": 0,
    "provider": "openai",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 6,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 832,
    "sessionReused": false,
    "rawInputTokens": 6,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:e343e5b59a53198f4639ba28d3fb42f9347aa9ad7aaa28f1b08c8f6b4c48ab5e",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
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        "reasons": [],
        "categories": [
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          "strategy",
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          "realization"
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        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:90358f7ca988c5f4a47e280871b1edd0ad1a612ee87b979001024e63cb16989a",
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    "persistedSessionId": "b4f9474d-c7d1-4356-b6b5-f8a189085297",
    "cacheAdjustedCostUsd": 0,
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}
Runner ACPX Codexnativeacpx · gpt-5.6-sol
Isolated locallocal · local
Basic response passed
Tokens0 in · 0 out0 cached · 0/1 runs covered
LLM spendunavailable0/1 runs provider-priced
ExecutionLocal · not metered20s agent
core-compatibility.runner-acpx-codex.local.message-marker
Matchers and test context
Attempt
1
Duration
44s
Agent runtime
20s
Runtime
native
Provider
acpx
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_74446787dc31-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_74446787dc31-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
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      "runsWithTokenUsage": 0,
      "runsWithReportedCost": 0,
      "inputTokens": 0,
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      "cachedInputTokens": 0,
      "totalTokens": 0,
      "reportedCostUsd": 0,
      "costStatus": "unavailable"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 19770,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
  },
  "rawUsage": {
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    "inputTokens": 0,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 0,
    "sessionReused": false,
    "rawInputTokens": 0,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
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          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
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          "runtimeSkills"
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        "resetReasons": [],
        "nextFingerprint": "v1:sha256:18648492f29b754d1b01cbe5a340e6fc4d34049a06b25ce7789cdc4982f90833",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
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        "reasons": [],
        "categories": [
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          "environment",
          "realization"
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        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:57831eec2ce6dc27fc33b7f315ad88504a3e5cad7130512f8912111588b46cc8",
        "workspaceReused": false,
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        "changedCategories": [],
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        "fingerprintVersion": 1,
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        "configSnapshotRefreshed": false,
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    "rawOutputTokens": 0,
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    "taskSessionReused": false,
    "persistedSessionId": "01a070b2-b5d3-7b42-b313-daf923bb5bf2",
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}
Plan, revise, accept, implement passed
Tokens0 in · 0 out0 cached · 0/3 runs covered
LLM spendunavailable0/3 runs provider-priced
ExecutionLocal · not metered44s agent
core-compatibility.runner-acpx-codex.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 29s
Agent runtime
44s
Runtime
native
Provider
acpx
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_PLAN_DONE_86f66f6c6945-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_86f66f6c6945-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
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      "runsWithReportedCost": 0,
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      "cachedInputTokens": 0,
      "totalTokens": 0,
      "reportedCostUsd": 0,
      "costStatus": "unavailable"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 43678,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
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  "rawUsage": {
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        "usage": {
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          "biller": "openai",
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          "costStatus": "reported",
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Ask mode question passed
Tokens0 in · 0 out0 cached · 0/1 runs covered
LLM spendunavailable0/1 runs provider-priced
ExecutionLocal · not metered22s agent
core-compatibility.runner-acpx-codex.local.ask-question
Matchers and test context
Attempt
1
Duration
41s
Agent runtime
22s
Runtime
native
Provider
acpx
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_8e717268109c-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_8e717268109c-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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Daytona sandboxdaytona · remote
Basic response passed
Tokens0 in · 0 out0 cached · 0/1 runs covered
LLM spendunavailable0/1 runs provider-priced
Execution$0.001815 est.25s agent · 24s lease
core-compatibility.runner-acpx-codex.daytona.message-marker
Matchers and test context
Attempt
1
Duration
46s
Agent runtime
25s
Environment lease
24s
Runtime
native
Provider
acpx
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_809a714182a3-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_809a714182a3-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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Plan, revise, accept, implement passed
Tokens0 in · 0 out0 cached · 0/3 runs covered
LLM spendunavailable0/3 runs provider-priced
Execution$0.006240 est.1m 27s agent · 1m 24s lease
core-compatibility.runner-acpx-codex.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 11s
Agent runtime
1m 27s
Environment lease
1m 24s
Runtime
native
Provider
acpx
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_PLAN_DONE_ebff14b16e67-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_ebff14b16e67-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
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}
Ask mode question passed
Tokens0 in · 0 out0 cached · 0/1 runs covered
LLM spendunavailable0/1 runs provider-priced
Execution$0.001905 est.27s agent · 26s lease
core-compatibility.runner-acpx-codex.daytona.ask-question
Matchers and test context
Attempt
1
Duration
53s
Agent runtime
27s
Environment lease
26s
Runtime
native
Provider
acpx
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_8d978978f7d6-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_8d978978f7d6-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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Test suite

Local Session Integrity

Structured interaction and continuation qualification for every supported local profile.

Pass rate85.7%12/14 passed
Tokens1,317,533589,688 input · 13,936 output
Cost$0.2598reported LLM + runtime estimate
Agent time9m 18s0ms lease
Execution14/140 retries · cleanup passed
Configuration matrix7 profiles · 1 environments · 14 selected
Agent profileIsolated locallocal · local
Legacy Codexlegacycodex · gpt-5.6-sol
Isolated locallocal · local
Structured question, answer, resume passed
Tokens184,110 in · 2,476 out139,059 cached · 2/2 runs covered
LLM spendunpriced0/2 runs provider-priced
ExecutionLocal · not metered24s agent
local-session-integrity.legacy-codex.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
54s
Agent runtime
24s
Runtime
legacy
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_cb38c16caf94-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_cb38c16caf94-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "cachedInputTokens": 139059,
      "totalTokens": 325645,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 24260,
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      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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          "sessionRotated": false,
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Structured question, server restart, answer, resume passed
Tokens160,799 in · 2,284 out115,939 cached · 2/2 runs covered
LLM spendunpriced0/2 runs provider-priced
ExecutionLocal · not metered19s agent
local-session-integrity.legacy-codex.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 15s
Agent runtime
19s
Runtime
legacy
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_dbbec4c54689-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_dbbec4c54689-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 18500,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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}
Legacy Claudelegacyclaude · claude-sonnet-4-6
Isolated locallocal · local
Structured question, answer, resume passed
Tokens21,619 in · 1,163 out124,787 cached · 2/2 runs covered
LLM spend$0.11742/2 runs provider-priced
ExecutionLocal · not metered38s agent
local-session-integrity.legacy-claude.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 46s
Agent runtime
38s
Runtime
legacy
Provider
claude
Model
claude-sonnet-4-6
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_56ce11687f97-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_56ce11687f97-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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          "persistedSessionId": "53fcef8a-a280-4c25-9deb-274b8bf874fc",
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Structured question, server restart, answer, resume passed
Tokens28,854 in · 1,495 out124,869 cached · 2/2 runs covered
LLM spend$0.12752/2 runs provider-priced
ExecutionLocal · not metered36s agent
local-session-integrity.legacy-claude.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
2m 4s
Agent runtime
36s
Runtime
legacy
Provider
claude
Model
claude-sonnet-4-6
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_67474f3d8672-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_67474f3d8672-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "runsWithReportedCost": 2,
      "inputTokens": 28854,
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      "cachedInputTokens": 124869,
      "totalTokens": 155218,
      "reportedCostUsd": 0.12750620000000001,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 35625,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
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    "estimatedRuntimeCostUsd": 0,
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Legacy OpenCodelegacyopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Structured question, answer, resume passed
Tokens25,335 in · 2,739 out110,336 cached · 2/2 runs covered
LLM spend$0.0054922/2 runs provider-priced
ExecutionLocal · not metered30s agent
local-session-integrity.legacy-opencode.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 0s
Agent runtime
30s
Runtime
legacy
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_95a528f8aa3c-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_95a528f8aa3c-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "runsWithReportedCost": 2,
      "inputTokens": 25335,
      "outputTokens": 2739,
      "cachedInputTokens": 110336,
      "totalTokens": 138410,
      "reportedCostUsd": 0.005491886,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 30402,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.005491886,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.005491886,
    "complete": true
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          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 24411,
          "freshSession": true,
          "outputTokens": 1855,
          "sessionReused": false,
          "rawInputTokens": 24411,
          "sessionRotated": false,
          "configFreshness": {
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              "categories": [
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          "billingType": "unknown",
          "inputTokens": 924,
          "usageSource": "session_delta",
          "freshSession": false,
          "outputTokens": 884,
          "sessionReused": true,
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          "sessionRotated": false,
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            "version": 1,
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          "taskSessionReused": true,
          "persistedSessionId": "ses_f8f4e0bfeffecCIPi64ZFb9POL",
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Structured question, server restart, answer, resume passed
Tokens16,033 in · 1,695 out50,432 cached · 2/2 runs covered
LLM spend$0.0029942/2 runs provider-priced
ExecutionLocal · not metered24s agent
local-session-integrity.legacy-opencode.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 20s
Agent runtime
24s
Runtime
legacy
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_0c0fdae37f4f-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_0c0fdae37f4f-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "runsWithReportedCost": 2,
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      "outputTokens": 1695,
      "cachedInputTokens": 50432,
      "totalTokens": 68160,
      "reportedCostUsd": 0.002993762,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 23647,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
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    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.002993762,
    "complete": true
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          "provider": "openrouter",
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          "inputTokens": 12917,
          "freshSession": true,
          "outputTokens": 1307,
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          "sessionRotated": false,
          "configFreshness": {
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          "usageSource": "session_delta",
          "freshSession": false,
          "outputTokens": 388,
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          "sessionRotated": false,
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              "fingerprintVersion": 1,
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Runner Codexnativecodex · gpt-5.6-sol
Isolated locallocal · local
Structured question, answer, resume passed
Tokens40,668 in · 199 out23,596 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered19s agent
local-session-integrity.runner-codex.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
55s
Agent runtime
19s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_5765f7b96b2d-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_5765f7b96b2d-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "runsWithReportedCost": 2,
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      "totalTokens": 64463,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
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      "leaseCount": 0,
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              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 173,
          "cachedInputTokens": 0,
          "taskSessionReused": false,
          "persistedSessionId": "01a070b2-7136-73e1-8d7f-572062bf1a21",
          "cacheAdjustedCostUsd": 0,
          "rawCachedInputTokens": 0,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "272c1092-f413-4f71-9585-32396efc0203",
        "usage": {
          "model": "gpt-5.6-sol",
          "biller": "openai",
          "costUsd": 0,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 23822,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 26,
          "sessionReused": true,
          "rawInputTokens": 23822,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:a5e1f15b8cc311b974b87594f5a08f506ed33b8af730bd4ebbd2316c29dcc2b3",
              "changedCategories": [],
              "taskSessionReused": true,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
                "mode",
                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
                "environment",
                "realization"
              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:6a37b3da7893461986e806ac1bcd3ccd850bb9c4e42f8387dc582dff6e76bfdb",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 26,
          "cachedInputTokens": 23596,
          "taskSessionReused": true,
          "persistedSessionId": "01a070b2-7136-73e1-8d7f-572062bf1a21",
          "cacheAdjustedCostUsd": 0,
          "rawCachedInputTokens": 23596,
          "sessionRotationReason": null
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}
Structured question, server restart, answer, resume failed
Tokens17,052 in · 23 out16,699 cached · 1/2 runs covered
LLM spend$0.0000001/2 runs provider-priced
ExecutionLocal · not metered20s agent
local-session-integrity.runner-codex.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 21s
Agent runtime
20s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

Matcher failure: expected {"kind":"run_status","expected":"succeeded"}; observed "interrupted,succeeded"; run error: orphaned_running_run run terminalized by recovery backstop: process and sandbox gone while heartbeat_runs.status stayed live

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_3e663aecbdd6-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_3e663aecbdd6-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Fail run_status {"kind":"run_status","expected":"succeeded"} expected {"kind":"run_status","expected":"succeeded"}; observed "interrupted,succeeded"
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
  "billing": {
    "llm": {
      "runCount": 2,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 17052,
      "outputTokens": 23,
      "cachedInputTokens": 16699,
      "totalTokens": 33774,
      "reportedCostUsd": 0,
      "costStatus": "partial"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 19602,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
  },
  "rawUsage": {
    "runs": [
      {
        "runId": "c3a21352-2a7b-4d25-8f99-209debd89abf",
        "usage": {
          "model": "gpt-5.6-sol",
          "biller": "openai",
          "costUsd": 0,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 17052,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 23,
          "sessionReused": false,
          "rawInputTokens": 17052,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:def6f2cdd2b7716ebaffd8e6f1e11eaa7ecd8927928ce88c95af265a71d93f0b",
              "changedCategories": [],
              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
              "storedFingerprintPresent": false
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
                "mode",
                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
                "environment",
                "realization"
              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:95fa7fd95d6dd290b00f5c030117447b7864b17017e00a35cc3464ffae3ad7db",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 23,
          "cachedInputTokens": 16699,
          "taskSessionReused": false,
          "persistedSessionId": "01a070b3-131b-7e51-bdbe-f128e588b518",
          "cacheAdjustedCostUsd": 0,
          "rawCachedInputTokens": 16699,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "5dec0631-b1ae-4ed9-9a1a-cefe183eb0e5",
        "usage": null
      }
    ]
  }
}
Runner OpenCodenativeopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Structured question, answer, resume passed
Tokens47,592 in · 269 out4,096 cached · 1/2 runs covered
LLM spend$0.0032071/2 runs provider-priced
ExecutionLocal · not metered51s agent
local-session-integrity.runner-opencode.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 24s
Agent runtime
51s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_6488bbcda4d9-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_6488bbcda4d9-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
  "billing": {
    "llm": {
      "runCount": 2,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 47592,
      "outputTokens": 269,
      "cachedInputTokens": 4096,
      "totalTokens": 51957,
      "reportedCostUsd": 0.003207436,
      "costStatus": "partial"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 50563,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.003207436,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.003207436,
    "complete": false
  },
  "rawUsage": {
    "runs": [
      {
        "runId": "d36189c6-5aaa-4d27-8b0e-61414e2241e1",
        "usage": null
      },
      {
        "runId": "e1676464-d672-4f2a-b297-a20a449f7dbf",
        "usage": {
          "model": "openrouter/deepseek/deepseek-v4-flash-0731",
          "biller": "openai",
          "costUsd": 0.003207436,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 47592,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 269,
          "sessionReused": true,
          "rawInputTokens": 47592,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:03266905233724cd10e5e18e69a3a64c9e56f0deb420441d54111beffa6e517c",
              "changedCategories": [],
              "taskSessionReused": true,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
                "mode",
                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
                "environment",
                "realization"
              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:5b64f01a7d0b886bbdd889034d8692cfceae2075ba996fa9a0ea8fb0e2b5dfb8",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 269,
          "cachedInputTokens": 4096,
          "taskSessionReused": true,
          "persistedSessionId": "ses_f8f4d229cffe073xPcKfORVBS9",
          "cacheAdjustedCostUsd": 0.003207436,
          "rawCachedInputTokens": 4096,
          "sessionRotationReason": null
        }
      }
    ]
  }
}
Structured question, server restart, answer, resume passed
Tokens47,610 in · 259 out4,096 cached · 1/2 runs covered
LLM spend$0.0032071/2 runs provider-priced
ExecutionLocal · not metered1m 4s agent
local-session-integrity.runner-opencode.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
2m 5s
Agent runtime
1m 4s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_b025bd63e4e3-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_b025bd63e4e3-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
  "billing": {
    "llm": {
      "runCount": 2,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 47610,
      "outputTokens": 259,
      "cachedInputTokens": 4096,
      "totalTokens": 51965,
      "reportedCostUsd": 0.003206806,
      "costStatus": "partial"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 63814,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.003206806,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.003206806,
    "complete": false
  },
  "rawUsage": {
    "runs": [
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        "runId": "538e6dc0-852e-4ea1-a47b-51ee69848f96",
        "usage": null
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      {
        "runId": "1206a558-0418-4007-9285-8d9a0ce36aac",
        "usage": {
          "model": "openrouter/deepseek/deepseek-v4-flash-0731",
          "biller": "openai",
          "costUsd": 0.003206806,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 47610,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 259,
          "sessionReused": true,
          "rawInputTokens": 47610,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:03e3f20e476391de54425ca75d0969c230ec2e4fc4e58f07ba0f6c2dc399e4c4",
              "changedCategories": [],
              "taskSessionReused": true,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
                "mode",
                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
                "environment",
                "realization"
              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:6283379855876b1ad06f8b3ba8a941d3ab069fdb74923a6e1f7c491aaa72996c",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 259,
          "cachedInputTokens": 4096,
          "taskSessionReused": true,
          "persistedSessionId": "ses_f8f4d350fffekbvkt24HenaejY",
          "cacheAdjustedCostUsd": 0.003206806,
          "rawCachedInputTokens": 4096,
          "sessionRotationReason": null
        }
      }
    ]
  }
}
Runner ACPX Claudenativeacpx · claude-sonnet-5
Isolated locallocal · local
Structured question, answer, resume passed
Tokens10 in · 886 out0 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered36s agent
local-session-integrity.runner-acpx-claude.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 10s
Agent runtime
36s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_75873dfed0ac-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_75873dfed0ac-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
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    "llm": {
      "runCount": 2,
      "runsWithTokenUsage": 2,
      "runsWithReportedCost": 2,
      "inputTokens": 10,
      "outputTokens": 886,
      "cachedInputTokens": 0,
      "totalTokens": 896,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 36090,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": true
  },
  "rawUsage": {
    "runs": [
      {
        "runId": "94c7ccc4-b44f-4a2d-b0f4-443eda4d6aa9",
        "usage": {
          "model": "claude-sonnet-5",
          "biller": "openai",
          "costUsd": 0,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 4,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 450,
          "sessionReused": false,
          "rawInputTokens": 4,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:0af980e98040c66f624f355b6568c68d83722d6624489585f15273985cc5a046",
              "changedCategories": [],
              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
              "storedFingerprintPresent": false
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
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                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
                "environment",
                "realization"
              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:f2f6bc7d28a2a53d896650ead140538fad9fa525f49e06f9f55e397b5e25a1eb",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
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              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 450,
          "cachedInputTokens": 0,
          "taskSessionReused": false,
          "persistedSessionId": "c09f0ff8-99a0-4ea6-8837-a124aee58e3c",
          "cacheAdjustedCostUsd": 0,
          "rawCachedInputTokens": 0,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "2dd507fc-f3bb-455e-91bf-947064ccb069",
        "usage": {
          "model": "claude-sonnet-5",
          "biller": "openai",
          "costUsd": 0,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 6,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 436,
          "sessionReused": true,
          "rawInputTokens": 6,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:0af980e98040c66f624f355b6568c68d83722d6624489585f15273985cc5a046",
              "changedCategories": [],
              "taskSessionReused": true,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
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              "reasons": [],
              "categories": [
                "mode",
                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
                "environment",
                "realization"
              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:f2f6bc7d28a2a53d896650ead140538fad9fa525f49e06f9f55e397b5e25a1eb",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 436,
          "cachedInputTokens": 0,
          "taskSessionReused": true,
          "persistedSessionId": "c09f0ff8-99a0-4ea6-8837-a124aee58e3c",
          "cacheAdjustedCostUsd": 0,
          "rawCachedInputTokens": 0,
          "sessionRotationReason": null
        }
      }
    ]
  }
}
Structured question, server restart, answer, resume passed
Tokens6 in · 448 out0 cached · 1/2 runs covered
LLM spend$0.0000001/2 runs provider-priced
ExecutionLocal · not metered36s agent
local-session-integrity.runner-acpx-claude.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 35s
Agent runtime
36s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_c58952722ad5-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_c58952722ad5-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
  "billing": {
    "llm": {
      "runCount": 2,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 6,
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Runner ACPX Codexnativeacpx · gpt-5.6-sol
Isolated locallocal · local
Structured question, answer, resume passed
Tokens0 in · 0 out0 cached · 0/2 runs covered
LLM spendunavailable0/2 runs provider-priced
ExecutionLocal · not metered35s agent
local-session-integrity.runner-acpx-codex.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 6s
Agent runtime
35s
Runtime
native
Provider
acpx
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_c8b849c346d4-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_c8b849c346d4-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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Structured question, server restart, answer, resume failed
Tokens0 in · 0 out0 cached · 0/1 runs covered
LLM spendunavailable0/1 runs provider-priced
ExecutionLocal · not metered2m 7s agent
local-session-integrity.runner-acpx-codex.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
2m 19s
Agent runtime
2m 7s
Runtime
native
Provider
acpx
Model
gpt-5.6-sol
Issue
RUN-1

Stopped waiting for pending user question for issue e1b748d7-24c5-4926-886b-cb1a1349bf4a: heartbeat run d43af2cb-ac9b-4bbc-a9a9-fa089d4ef3ce ended failed (native_session_retry_exhausted): runnerd did not report the provider turn identity

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Test suite

OpenRouter Model Breadth

Weekly-ranked tool-capable OpenRouter models through native OpenCode on isolated local workspaces.

Pass rate100.0%10/10 passed
Tokens391,081236,331 input · 3,705 output
Cost$0.0269reported LLM + runtime estimate
Agent time12m 56s0ms lease
Execution10/100 retries · cleanup passed
Configuration matrix4 profiles · 1 environments · 10 selected
Agent profileIsolated locallocal · local
#1 DeepSeek V4 Flash 0731nativeopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Hello and complete passed
Tokens27,901 in · 246 out2,048 cached · 1/1 runs covered
LLM spend$0.0018911/1 runs provider-priced
ExecutionLocal · not metered28s agent
openrouter-model-breadth.openrouter-deepseek-deepseek-v4-flash-0731.local.hello-complete
Matchers and test context
Attempt
1
Duration
52s
Agent runtime
28s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_H_50dd5778bfd4-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_50dd5778bfd4-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "cachedInputTokens": 2048,
      "totalTokens": 30195,
      "reportedCostUsd": 0.001890613,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 28491,
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    "outputTokens": 246,
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    "sessionRotated": false,
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Ask, answer, resume passed
Tokens35,190 in · 224 out4,096 cached · 1/2 runs covered
LLM spend$0.0023931/2 runs provider-priced
ExecutionLocal · not metered47s agent
openrouter-model-breadth.openrouter-deepseek-deepseek-v4-flash-0731.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
1m 18s
Agent runtime
47s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_Q_C_ee658bf70178-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_ee658bf70178-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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}
#3 Tencent HY 3nativeopencode · openrouter/tencent/hy3
Isolated locallocal · local
Hello and complete passed
Tokens29,028 in · 186 out512 cached · 1/1 runs covered
LLM spend$0.0039471/1 runs provider-priced
ExecutionLocal · not metered31s agent
openrouter-model-breadth.openrouter-tencent-hy3.local.hello-complete
Matchers and test context
Attempt
1
Duration
51s
Agent runtime
31s
Runtime
native
Provider
opencode
Model
openrouter/tencent/hy3
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_H_4e5a5c4d941a-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_4e5a5c4d941a-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "totalTokens": 29726,
      "reportedCostUsd": 0.0039468,
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Ask, answer, resume passed
Tokens19,260 in · 289 out39,168 cached · 1/2 runs covered
LLM spend$0.0039871/2 runs provider-priced
ExecutionLocal · not metered54s agent
openrouter-model-breadth.openrouter-tencent-hy3.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
1m 24s
Agent runtime
54s
Runtime
native
Provider
opencode
Model
openrouter/tencent/hy3
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_Q_C_c3b45763f063-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_c3b45763f063-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "runCount": 2,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
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#4 Nemotron 3 Ultra 550B A55B (free)nativeopencode · openrouter/nvidia/nemotron-3-ultra-550b-a55b:free
Isolated locallocal · local
Hello and complete passed
Tokens16,107 in · 221 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered1m 27s agent
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.hello-complete
Matchers and test context
Attempt
1
Duration
1m 52s
Agent runtime
1m 27s
Runtime
native
Provider
opencode
Model
openrouter/nvidia/nemotron-3-ultra-550b-a55b:free
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_H_e11149382617-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_e11149382617-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "costStatus": "reported"
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    "runtime": {
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      "leaseCount": 0,
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Ask, answer, resume passed
Tokens21,428 in · 178 out0 cached · 1/2 runs covered
LLM spend$0.0000001/2 runs provider-priced
ExecutionLocal · not metered2m 20s agent
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
2m 55s
Agent runtime
2m 20s
Runtime
native
Provider
opencode
Model
openrouter/nvidia/nemotron-3-ultra-550b-a55b:free
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_Q_C_c39478ac2f40-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_c39478ac2f40-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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    "runtime": {
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          "provider": "openai",
          "costStatus": "reported",
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          "sessionReused": true,
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Plan, approve, complete passed
Tokens87,396 in · 1,801 out64,800 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered4m 9s agent
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.plan-approve-complete
Matchers and test context
Attempt
1
Duration
4m 44s
Agent runtime
4m 9s
Runtime
native
Provider
opencode
Model
openrouter/nvidia/nemotron-3-ultra-550b-a55b:free
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_P_OK_0549bfcb21c9-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_P_OK_0549bfcb21c9-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "totalTokens": 153997,
      "reportedCostUsd": 0,
      "costStatus": "reported"
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    "runtime": {
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      "leaseCount": 0,
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          "usageSource": "per_run",
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              "taskSessionReused": false,
              "fingerprintVersion": 1,
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#5 GPT-5.6 Lunanativeopencode · openrouter/openai/gpt-5.6-luna
Isolated locallocal · local
Hello and complete passed
Tokens6 in · 114 out11,298 cached · 1/1 runs covered
LLM spend$0.0032171/1 runs provider-priced
ExecutionLocal · not metered28s agent
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.hello-complete
Matchers and test context
Attempt
1
Duration
52s
Agent runtime
28s
Runtime
native
Provider
opencode
Model
openrouter/openai/gpt-5.6-luna
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_H_4e78e0e6b19b-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_4e78e0e6b19b-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "totalTokens": 11418,
      "reportedCostUsd": 0.00321721,
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      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
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    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.00321721,
    "complete": true
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Ask, answer, resume passed
Tokens6 in · 124 out15,862 cached · 1/2 runs covered
LLM spend$0.0044641/2 runs provider-priced
ExecutionLocal · not metered1m 1s agent
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
1m 38s
Agent runtime
1m 1s
Runtime
native
Provider
opencode
Model
openrouter/openai/gpt-5.6-luna
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
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Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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Plan, approve, complete passed
Tokens9 in · 322 out13,261 cached · 2/2 runs covered
LLM spend$0.0069672/2 runs provider-priced
ExecutionLocal · not metered51s agent
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.plan-approve-complete
Matchers and test context
Attempt
1
Duration
1m 26s
Agent runtime
51s
Runtime
native
Provider
opencode
Model
openrouter/openai/gpt-5.6-luna
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_P_OK_9e81cd89808e-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_P_OK_9e81cd89808e-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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