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.

65/66Passed
1Failed
83m 16sTest time
2,688,948Input tokens
69,520Output tokens
3,333,779Cached tokens
$1.1911LLM reported subtotal
$0.0811Daytona list estimate
47m 37sAgent execution time
18m 11sDaytona lease time
74/113Runs 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
Tokens4,397,6591,815,702 input · 52,978 output
Cost$0.9818reported LLM + runtime estimate
Agent time30m 30s18m 11s lease
Execution42/422 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
Tokens55,589 in · 627 out34,759 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
ExecutionLocal · not metered13s agent
core-compatibility.legacy-codex.local.message-marker
Matchers and test context
Attempt
1
Duration
34s
Agent runtime
13s
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_2ddb322d8290-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_2ddb322d8290-1","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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      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 0,
      "inputTokens": 55589,
      "outputTokens": 627,
      "cachedInputTokens": 34759,
      "totalTokens": 90975,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 13051,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
  },
  "rawUsage": {
    "model": "gpt-5.6-sol",
    "biller": "openai",
    "provider": "openai",
    "costStatus": "unpriced",
    "billingType": "metered_api",
    "inputTokens": 55589,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 627,
    "sessionReused": false,
    "rawInputTokens": 55589,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:50d88eb4cffd59641dad6df191481b63614b63ab0228bd3919617b6391b76afa",
        "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:sha256:45b9120eb77c6cfe8988922131a49931cd963ff3493ac3148804c2df5ce27408",
        "workspaceReused": false,
        "activeWorkspaceId": null,
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        "fingerprintVersion": 1,
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    "taskSessionReused": false,
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    "rawCachedInputTokens": 34759,
    "sessionRotationReason": null
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}
Plan, revise, accept, implement passed
Tokens386,936 in · 5,327 out304,537 cached · 3/3 runs covered
LLM spendunpriced0/3 runs provider-priced
ExecutionLocal · not metered58s agent
core-compatibility.legacy-codex.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 37s
Agent runtime
58s
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_f7eeb2f7a62a-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_f7eeb2f7a62a-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": 386936,
      "outputTokens": 5327,
      "cachedInputTokens": 304537,
      "totalTokens": 696800,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 58096,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
  },
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        "usage": {
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          "biller": "openai",
          "provider": "openai",
          "costStatus": "unpriced",
          "billingType": "metered_api",
          "inputTokens": 117562,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 1642,
          "sessionReused": false,
          "rawInputTokens": 117562,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
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                "adapterConfig",
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                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:3b952cb10675e1bb54410327f4688a1cc59a3e2686359f46e9fac42c329b9529",
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              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
              "storedFingerprintPresent": false
            },
            "version": 1,
            "workspace": {
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              "reasons": [],
              "categories": [
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              "reuseRequested": false,
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          },
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          "taskSessionReused": false,
          "persistedSessionId": "01a06fcf-fea3-7f71-8ad8-64959715fd4c",
          "rawCachedInputTokens": 88965,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "78ca3a0c-f3d9-43e1-a1f1-0d8851278d4c",
        "usage": {
          "model": "gpt-5.6-sol",
          "biller": "openai",
          "provider": "openai",
          "costStatus": "unpriced",
          "billingType": "metered_api",
          "inputTokens": 209527,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 3028,
          "sessionReused": true,
          "rawInputTokens": 209527,
          "sessionRotated": false,
          "configFreshness": {
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              "categories": [
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                "runtimeSkills"
              ],
              "resetReasons": [],
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              "taskSessionReused": true,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
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              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:ce55756456902217f9c0f1371eb0c9f8a6dc0dfee0befb9dde98f7db723782dc",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
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              "fingerprintVersion": 1,
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              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 3028,
          "cachedInputTokens": 177975,
          "taskSessionReused": true,
          "persistedSessionId": "01a06fcf-fea3-7f71-8ad8-64959715fd4c",
          "rawCachedInputTokens": 177975,
          "sessionRotationReason": null
        }
      },
      {
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        "usage": {
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          "biller": "openai",
          "provider": "openai",
          "costStatus": "unpriced",
          "billingType": "metered_api",
          "inputTokens": 59847,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 657,
          "sessionReused": false,
          "rawInputTokens": 59847,
          "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:sha256:7987661bd91ec17c93d19fe514289e3eb1a12fb499bedac18494f04d32d2b45d",
              "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:ce55756456902217f9c0f1371eb0c9f8a6dc0dfee0befb9dde98f7db723782dc",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
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              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 657,
          "cachedInputTokens": 37597,
          "taskSessionReused": false,
          "persistedSessionId": "01a06fd0-f4de-7c42-8398-d562280ee1b5",
          "rawCachedInputTokens": 37597,
          "sessionRotationReason": null
        }
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}
Ask mode question passed
Tokens29,140 in · 629 out14,251 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
ExecutionLocal · not metered10s agent
core-compatibility.legacy-codex.local.ask-question
Matchers and test context
Attempt
1
Duration
28s
Agent runtime
10s
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_f178c9f5c877-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_f178c9f5c877-1","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": 29140,
      "outputTokens": 629,
      "cachedInputTokens": 14251,
      "totalTokens": 44020,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 9977,
      "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": 29140,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 629,
    "sessionReused": false,
    "rawInputTokens": 29140,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
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        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:b60417d523e4f6a3c74822de1a7c8c200706c10eee20168b7ee3b7d6cf7a12de",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
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        "reasons": [],
        "categories": [
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          "projectWorkspace",
          "strategy",
          "repo",
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          "environment",
          "realization"
        ],
        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:1e4e24f82e3364aadb9276c565a9b38152a9accba95e87b62e4a94f3d1bd4cee",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
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    "rawOutputTokens": 629,
    "cachedInputTokens": 14251,
    "taskSessionReused": false,
    "persistedSessionId": "01a06fcf-f574-7431-8e61-281e75ff25e3",
    "rawCachedInputTokens": 14251,
    "sessionRotationReason": null
  }
}
Daytona sandboxdaytona · remote
Basic response passed
Tokens54,023 in · 719 out33,746 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
Execution$0.002133 est.31s agent · 29s lease
core-compatibility.legacy-codex.daytona.message-marker
Matchers and test context
Attempt
1
Duration
55s
Agent runtime
31s
Environment lease
29s
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_b74b5a496809-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_b74b5a496809-1","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": 54023,
      "outputTokens": 719,
      "cachedInputTokens": 33746,
      "totalTokens": 88488,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 30752,
      "leaseDurationMs": 28703,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0021326329,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
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    "complete": false
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    "inputTokens": 54023,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 719,
    "sessionReused": false,
    "rawInputTokens": 54023,
    "sessionRotated": false,
    "configFreshness": {
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      },
      "version": 1,
      "workspace": {
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        "categories": [
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Plan, revise, accept, implement passed
Tokens381,032 in · 5,473 out299,836 cached · 3/3 runs covered
LLM spendunpriced0/3 runs provider-priced
Execution$0.007273 est.1m 42s agent · 1m 38s lease
core-compatibility.legacy-codex.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 29s
Agent runtime
1m 42s
Environment lease
1m 38s
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_250d05fab5e3-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_250d05fab5e3-1","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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      "runsWithReportedCost": 0,
      "inputTokens": 381032,
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      "cachedInputTokens": 299836,
      "totalTokens": 686341,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 102276,
      "leaseDurationMs": 97885,
      "leaseCount": 3,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0072728555,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0.0072728555,
    "observedAndEstimatedCostUsd": 0.0072728555,
    "complete": false
  },
  "rawUsage": {
    "runs": [
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Ask mode question passed
Tokens35,331 in · 478 out13,834 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
Execution$0.001322 est.20s agent · 18s lease
core-compatibility.legacy-codex.daytona.ask-question
Matchers and test context
Attempt
1
Duration
44s
Agent runtime
20s
Environment lease
18s
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_5b541762da33-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_5b541762da33-1","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
Tokens11,592 in · 281 out36,949 cached · 1/1 runs covered
LLM spend$0.04741/1 runs provider-priced
ExecutionLocal · not metered12s agent
core-compatibility.legacy-claude.local.message-marker
Matchers and test context
Attempt
1
Duration
31s
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_bcc215ffb732-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_bcc215ffb732-1","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
Tokens54,611 in · 3,099 out257,527 cached · 3/3 runs covered
LLM spend$0.24533/3 runs provider-priced
ExecutionLocal · not metered1m 9s agent
core-compatibility.legacy-claude.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 48s
Agent runtime
1m 9s
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_f091564eb6df-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": 61232,
          "taskSessionReused": false,
          "persistedSessionId": "07ed5714-be50-4b37-a590-469e6826b923",
          "cacheAdjustedCostUsd": 0.06689185,
          "rawCachedInputTokens": 61232,
          "sessionRotationReason": null
        }
      }
    ]
  }
}
Ask mode question passed
Tokens27,125 in · 284 out21,413 cached · 1/1 runs covered
LLM spend$0.10111/1 runs provider-priced
ExecutionLocal · not metered12s agent
core-compatibility.legacy-claude.local.ask-question
Matchers and test context
Attempt
1
Duration
35s
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":"E2E_ASK_12_582a79a3d5a6-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_582a79a3d5a6-1","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": 27125,
      "outputTokens": 284,
      "cachedInputTokens": 21413,
      "totalTokens": 48822,
      "reportedCostUsd": 0.10113164999999999,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 11926,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.10113164999999999,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.10113164999999999,
    "complete": true
  },
  "rawUsage": {
    "model": "claude-sonnet-4-6",
    "biller": "anthropic",
    "costUsd": 0.10113164999999999,
    "provider": "anthropic",
    "costStatus": "reported",
    "billingType": "metered_api",
    "inputTokens": 27125,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 284,
    "sessionReused": false,
    "rawInputTokens": 27125,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:fd6dcece8ac3dd5d7949240166f65ff9d888aa64d66347e2b1301998e3f809c8",
        "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:sha256:8a101bdbde201512c087538de6505b2e8d69037702ac9a6e40f4cab24b624220",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 284,
    "cachedInputTokens": 21413,
    "taskSessionReused": false,
    "persistedSessionId": "40ccc30c-3787-438c-ab2c-754e8770bde5",
    "cacheAdjustedCostUsd": 0.10113164999999999,
    "rawCachedInputTokens": 21413,
    "sessionRotationReason": null
  }
}
Daytona sandboxdaytona · remote
Basic response passed
Tokens31,224 in · 527 out63,543 cached · 1/1 runs covered
LLM spend$0.12101/1 runs provider-priced
Execution$0.001917 est.28s agent · 26s lease
core-compatibility.legacy-claude.daytona.message-marker
Matchers and test context
Attempt
1
Duration
47s
Agent runtime
28s
Environment lease
26s
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_e181e89edfcd-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_e181e89edfcd-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": 31224,
      "outputTokens": 527,
      "cachedInputTokens": 63543,
      "totalTokens": 95294,
      "reportedCostUsd": 0.12097265,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 27709,
      "leaseDurationMs": 25796,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0019166428,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.12097265,
    "estimatedRuntimeCostUsd": 0.0019166428,
    "observedAndEstimatedCostUsd": 0.1228892928,
    "complete": true
  },
  "rawUsage": {
    "model": "claude-sonnet-4-6",
    "biller": "anthropic",
    "costUsd": 0.12097265,
    "provider": "anthropic",
    "costStatus": "reported",
    "billingType": "metered_api",
    "inputTokens": 31224,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 527,
    "sessionReused": false,
    "rawInputTokens": 31224,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:1254db77577d6e3e8c32dd9dd3f32c8eabb574c3cf8093764f61663c76cde2d9",
        "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:sha256:745c599eb2760b6c34a89c0853fb135b23fda6ce87c3480b04a1be7ec53d38a6",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 527,
    "cachedInputTokens": 63543,
    "taskSessionReused": false,
    "persistedSessionId": "35150a2f-c10e-4cc7-a96e-7fe6fbff6480",
    "cacheAdjustedCostUsd": 0.12097265,
    "rawCachedInputTokens": 63543,
    "sessionRotationReason": null
  }
}
Plan, revise, accept, implement passed
Tokens54,953 in · 3,443 out298,962 cached · 3/3 runs covered
LLM spend$0.26423/3 runs provider-priced
Execution$0.007527 est.1m 46s agent · 1m 41s lease
core-compatibility.legacy-claude.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 35s
Agent runtime
1m 46s
Environment lease
1m 41s
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_f31d5ec07b3b-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_f31d5ec07b3b-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": 54953,
      "outputTokens": 3443,
      "cachedInputTokens": 298962,
      "totalTokens": 357358,
      "reportedCostUsd": 0.26417835,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 105940,
      "leaseDurationMs": 101301,
      "leaseCount": 3,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.007526664299999999,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.26417835,
    "estimatedRuntimeCostUsd": 0.007526664299999999,
    "observedAndEstimatedCostUsd": 0.2717050143,
    "complete": true
  },
  "rawUsage": {
    "runs": [
      {
        "runId": "ce1a42dc-49ac-485e-80bb-8f5eb2952b40",
        "usage": {
          "model": "claude-sonnet-4-6",
          "biller": "anthropic",
          "costUsd": 0.10603004999999999,
          "provider": "anthropic",
          "costStatus": "reported",
          "billingType": "metered_api",
          "inputTokens": 20763,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 1435,
          "sessionReused": false,
          "rawInputTokens": 20763,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:04734e0412d0847d4f36b6b5a59deeb848a9f687b254b080b10ecfd67e7a219a",
              "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:e40ff669ff542ff668b140142cd9fd4f0be98ebff99a1894c32fedb7448d1710",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 1435,
          "cachedInputTokens": 126471,
          "taskSessionReused": false,
          "persistedSessionId": "350c1440-563a-4faf-b652-8adf62c35352",
          "cacheAdjustedCostUsd": 0.10603004999999999,
          "rawCachedInputTokens": 126471,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "2248ae94-498d-4766-9263-62c06d203748",
        "usage": {
          "model": "claude-sonnet-4-6",
          "biller": "anthropic",
          "costUsd": 0.08045175000000002,
          "provider": "anthropic",
          "costStatus": "reported",
          "billingType": "metered_api",
          "inputTokens": 15822,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 1451,
          "sessionReused": true,
          "rawInputTokens": 15822,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:04734e0412d0847d4f36b6b5a59deeb848a9f687b254b080b10ecfd67e7a219a",
              "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:e40ff669ff542ff668b140142cd9fd4f0be98ebff99a1894c32fedb7448d1710",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 1451,
          "cachedInputTokens": 89290,
          "taskSessionReused": true,
          "persistedSessionId": "487e6831-2a83-49f6-95c3-5d4363174520",
          "cacheAdjustedCostUsd": 0.08045175000000002,
          "rawCachedInputTokens": 89290,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "7f4693ed-fe87-4827-9c49-055e1b1766be",
        "usage": {
          "model": "claude-sonnet-4-6",
          "biller": "anthropic",
          "costUsd": 0.07769655,
          "provider": "anthropic",
          "costStatus": "reported",
          "billingType": "metered_api",
          "inputTokens": 18368,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 557,
          "sessionReused": false,
          "rawInputTokens": 18368,
          "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:sha256:3bfe9d463a1f9b43a49526280bb578b7bcc4635bc958176bb42e5da831b51d2d",
              "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:e40ff669ff542ff668b140142cd9fd4f0be98ebff99a1894c32fedb7448d1710",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 557,
          "cachedInputTokens": 83201,
          "taskSessionReused": false,
          "persistedSessionId": "718a99ec-ba16-442d-bf12-d55f0132b8e1",
          "cacheAdjustedCostUsd": 0.07769655,
          "rawCachedInputTokens": 83201,
          "sessionRotationReason": null
        }
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    ]
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}
Ask mode question passed
Tokens15,740 in · 501 out78,828 cached · 1/1 runs covered
LLM spend$0.06731/1 runs provider-priced
Execution$0.001539 est.23s agent · 21s lease
core-compatibility.legacy-claude.daytona.ask-question
Matchers and test context
Attempt
1
Duration
48s
Agent runtime
23s
Environment lease
21s
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_ac0a217876bd-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_ac0a217876bd-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": 15740,
      "outputTokens": 501,
      "cachedInputTokens": 78828,
      "totalTokens": 95069,
      "reportedCostUsd": 0.06729565,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 22566,
      "leaseDurationMs": 20711,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0015388272999999999,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.06729565,
    "estimatedRuntimeCostUsd": 0.0015388272999999999,
    "observedAndEstimatedCostUsd": 0.0688344773,
    "complete": true
  },
  "rawUsage": {
    "model": "claude-sonnet-4-6",
    "biller": "anthropic",
    "costUsd": 0.06729565,
    "provider": "anthropic",
    "costStatus": "reported",
    "billingType": "metered_api",
    "inputTokens": 15740,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 501,
    "sessionReused": false,
    "rawInputTokens": 15740,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:071029b9af8de2522801130af6a7308bb6c2138d3243b1e3179269d63d9295d5",
        "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:sha256:4f0114278deb06f2008dd77f292a2dec9da034ee384dd1cd5cdc5d5cd05b9734",
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        "changedCategories": [],
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        "fingerprintVersion": 1,
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        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 501,
    "cachedInputTokens": 78828,
    "taskSessionReused": false,
    "persistedSessionId": "8cfa6bfb-6897-4382-bf93-78ce4555c4c2",
    "cacheAdjustedCostUsd": 0.06729565,
    "rawCachedInputTokens": 78828,
    "sessionRotationReason": null
  }
}
Legacy OpenCodelegacyopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Basic response passed
Tokens10,272 in · 650 out21,248 cached · 1/1 runs covered
LLM spend$0.0011251/1 runs provider-priced
ExecutionLocal · not metered12s agent
core-compatibility.legacy-opencode.local.message-marker
Matchers and test context
Attempt
1
Duration
30s
Agent runtime
12s
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_f4b634110c40-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_f4b634110c40-1","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": 10272,
      "outputTokens": 650,
      "cachedInputTokens": 21248,
      "totalTokens": 32170,
      "reportedCostUsd": 0.001124648,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 11505,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.001124648,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.001124648,
    "complete": true
  },
  "rawUsage": {
    "model": "openrouter/deepseek/deepseek-v4-flash-0731",
    "biller": "openrouter",
    "costUsd": 0.001124648,
    "provider": "openrouter",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 10272,
    "freshSession": true,
    "outputTokens": 650,
    "sessionReused": false,
    "rawInputTokens": 10272,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:893ea798de1c1835c637c2b3f7df8282745a29f3b2fdefc4b7c1111284f0c2ca",
        "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:sha256:932d584c5863d4b8bedebe029b8b53eda7e5088106b0e7f8729cfbd8744031d4",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
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    },
    "rawOutputTokens": 650,
    "cachedInputTokens": 21248,
    "taskSessionReused": false,
    "persistedSessionId": "ses_f903062fcffeyvNbKMe1SPT9bS",
    "cacheAdjustedCostUsd": 0.001124648,
    "rawCachedInputTokens": 21248,
    "sessionRotationReason": null
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}
Plan, revise, accept, implement passed
Tokens102,233 in · 4,816 out234,496 cached · 3/3 runs covered
LLM spend$0.01303/3 runs provider-priced
ExecutionLocal · not metered1m 6s agent
core-compatibility.legacy-opencode.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 55s
Agent runtime
1m 6s
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_5198fb5f79c8-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_5198fb5f79c8-1","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": 3,
      "runsWithTokenUsage": 3,
      "runsWithReportedCost": 3,
      "inputTokens": 102233,
      "outputTokens": 4816,
      "cachedInputTokens": 234496,
      "totalTokens": 341545,
      "reportedCostUsd": 0.012990492999999999,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 65922,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.012990492999999999,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.012990492999999999,
    "complete": true
  },
  "rawUsage": {
    "runs": [
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        "usage": {
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          "biller": "openrouter",
          "costUsd": 0.004195752,
          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 37988,
          "freshSession": true,
          "outputTokens": 2037,
          "sessionReused": false,
          "rawInputTokens": 37988,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
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                "adapterConfig",
                "agentRuntimeConfig",
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                "issueOverrides",
                "workspaceConfig",
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                "runtimeSkills"
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              "resetReasons": [],
              "nextFingerprint": "v1:sha256:1d7ab6b11fea80b6031ba0a711571776b271e3860b3680dd9ef5fd2f998b21ae",
              "changedCategories": [],
              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
              "storedFingerprintPresent": false
            },
            "version": 1,
            "workspace": {
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              "reasons": [],
              "categories": [
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              "nextFingerprint": "v1:sha256:2c0fe4154785fe2bbf69c8b67a2626b45c9b53cb8b02fb9b689691dac58bfa1b",
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              "changedCategories": [],
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              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
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          },
          "rawOutputTokens": 2037,
          "cachedInputTokens": 84992,
          "taskSessionReused": false,
          "persistedSessionId": "ses_f902f910cffe74Hf9INAEwQvJE",
          "cacheAdjustedCostUsd": 0.004195752,
          "rawCachedInputTokens": 84992,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "28c3b3e4-bba7-4981-9fcb-d0adcfe20eda",
        "usage": {
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          "biller": "openrouter",
          "costUsd": 0.005609683,
          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 32807,
          "usageSource": "session_delta",
          "freshSession": false,
          "outputTokens": 146,
          "sessionReused": true,
          "rawInputTokens": 32807,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
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                "adapterConfig",
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                "runtimeSkills"
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              "resetReasons": [],
              "nextFingerprint": "v1:sha256:1d7ab6b11fea80b6031ba0a711571776b271e3860b3680dd9ef5fd2f998b21ae",
              "changedCategories": [],
              "taskSessionReused": true,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
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              "categories": [
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                "repo",
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              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:2c0fe4154785fe2bbf69c8b67a2626b45c9b53cb8b02fb9b689691dac58bfa1b",
              "workspaceReused": false,
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              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
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          },
          "rawOutputTokens": 2183,
          "cachedInputTokens": 107776,
          "taskSessionReused": true,
          "persistedSessionId": "ses_f902f910cffe74Hf9INAEwQvJE",
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          "rawCachedInputTokens": 192768,
          "sessionRotationReason": null
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      },
      {
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        "usage": {
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          "biller": "openrouter",
          "costUsd": 0.003185058,
          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 31438,
          "freshSession": true,
          "outputTokens": 2633,
          "sessionReused": false,
          "rawInputTokens": 31438,
          "sessionRotated": false,
          "configFreshness": {
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              "categories": [
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                "adapterConfig",
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                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [
                "effective run configuration changed: adapter config",
                "forceFreshSession was requested"
              ],
              "nextFingerprint": "v1:sha256:322dc27330e7c8b9ad33956f548cbcbaa1e2df1ca2b9cc61db4eaf108438961b",
              "changedCategories": [
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              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
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              "reasons": [],
              "categories": [
                "mode",
                "projectWorkspace",
                "strategy",
                "repo",
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                "environment",
                "realization"
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              "reuseRequested": false,
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              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
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              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 2633,
          "cachedInputTokens": 41728,
          "taskSessionReused": false,
          "persistedSessionId": "ses_f902e89c9ffez0Sh5oWRC4ROE8",
          "cacheAdjustedCostUsd": 0.003185058,
          "rawCachedInputTokens": 41728,
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}
Ask mode question passed
Tokens33,816 in · 1,257 out28,416 cached · 1/1 runs covered
LLM spend$0.0028791/1 runs provider-priced
ExecutionLocal · not metered15s agent
core-compatibility.legacy-opencode.local.ask-question
Matchers and test context
Attempt
1
Duration
36s
Agent runtime
15s
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_22fdf29898db-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_22fdf29898db-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": 33816,
      "outputTokens": 1257,
      "cachedInputTokens": 28416,
      "totalTokens": 63489,
      "reportedCostUsd": 0.002878956,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 15392,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.002878956,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.002878956,
    "complete": true
  },
  "rawUsage": {
    "model": "openrouter/deepseek/deepseek-v4-flash-0731",
    "biller": "openrouter",
    "costUsd": 0.002878956,
    "provider": "openrouter",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 33816,
    "freshSession": true,
    "outputTokens": 1257,
    "sessionReused": false,
    "rawInputTokens": 33816,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:b92d62a8176cac0e6fb8de7fc4e58428fe71a61517f3c1044fc5b68cc5a40d08",
        "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:e7bf251a29a141bf28da76596f09bf4410b14eb7c8eddd0443c416099bd0165d",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 1257,
    "cachedInputTokens": 28416,
    "taskSessionReused": false,
    "persistedSessionId": "ses_f902fbec3ffeooxjK05WDrn4R1",
    "cacheAdjustedCostUsd": 0.002878956,
    "rawCachedInputTokens": 28416,
    "sessionRotationReason": null
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}
Daytona sandboxdaytona · remote
Basic response passed
Tokens11,761 in · 1,052 out20,480 cached · 1/1 runs covered
LLM spend$0.0012821/1 runs provider-priced
Execution$0.001128 est.17s agent · 15s lease
core-compatibility.legacy-opencode.daytona.message-marker
Matchers and test context
Attempt
1
Duration
40s
Agent runtime
17s
Environment lease
15s
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_18f4dbb0fa24-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_18f4dbb0fa24-1","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": 11761,
      "outputTokens": 1052,
      "cachedInputTokens": 20480,
      "totalTokens": 33293,
      "reportedCostUsd": 0.001281505,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 16751,
      "leaseDurationMs": 15188,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0011284684,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.001281505,
    "estimatedRuntimeCostUsd": 0.0011284684,
    "observedAndEstimatedCostUsd": 0.0024099734000000003,
    "complete": true
  },
  "rawUsage": {
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    "biller": "openrouter",
    "costUsd": 0.001281505,
    "provider": "openrouter",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 11761,
    "freshSession": true,
    "outputTokens": 1052,
    "sessionReused": false,
    "rawInputTokens": 11761,
    "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:sha256:2760b9af777c1bb770eed82cada59c53097ac662c49f3230fcd75e6c7ec43583",
        "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:ee632a0339bf3d366a11d2cb5f6b6cdaca7f111143f9a1fb934a37b966538e23",
        "workspaceReused": false,
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        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
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    },
    "rawOutputTokens": 1052,
    "cachedInputTokens": 20480,
    "taskSessionReused": false,
    "persistedSessionId": "ses_f902fdee7ffem1YE1ewil3xebf",
    "cacheAdjustedCostUsd": 0.001281505,
    "rawCachedInputTokens": 20480,
    "sessionRotationReason": null
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}
Plan, revise, accept, implement passed
Tokens80,578 in · 13,030 out555,008 cached · 3/3 runs covered
LLM spend$0.01653/3 runs provider-priced
Execution$0.008476 est.1m 58s agent · 1m 54s lease
core-compatibility.legacy-opencode.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 41s
Agent runtime
1m 58s
Environment lease
1m 54s
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_0566a559d14a-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_0566a559d14a-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": 3,
      "inputTokens": 80578,
      "outputTokens": 13030,
      "cachedInputTokens": 555008,
      "totalTokens": 648616,
      "reportedCostUsd": 0.016463098,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 118449,
      "leaseDurationMs": 114075,
      "leaseCount": 3,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0084757725,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.016463098,
    "estimatedRuntimeCostUsd": 0.0084757725,
    "observedAndEstimatedCostUsd": 0.024938870499999998,
    "complete": true
  },
  "rawUsage": {
    "runs": [
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        "runId": "52621790-f843-4bc7-8ae9-054486c97f3c",
        "usage": {
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          "biller": "openrouter",
          "costUsd": 0.005773613,
          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 25333,
          "freshSession": true,
          "outputTokens": 5110,
          "sessionReused": false,
          "rawInputTokens": 25333,
          "sessionRotated": false,
          "configFreshness": {
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              "categories": [
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              "resetReasons": [],
              "nextFingerprint": "v1:sha256:df585b9efc9826a03c27c1d1a4dd46db88586a619a4e8a34ed471271cc2ca48c",
              "changedCategories": [],
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              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
              "storedFingerprintPresent": false
            },
            "version": 1,
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Ask mode question passed
Tokens4,808 in · 572 out26,880 cached · 1/1 runs covered
LLM spend$0.0008461/1 runs provider-priced
Execution$0.000955 est.15s agent · 13s lease
core-compatibility.legacy-opencode.daytona.ask-question
Matchers and test context
Attempt
1
Duration
35s
Agent runtime
15s
Environment lease
13s
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_0576161830ed-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_0576161830ed-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": 4808,
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      "totalTokens": 32260,
      "reportedCostUsd": 0.00084556,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 14778,
      "leaseDurationMs": 12855,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0009551265,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
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    "outputTokens": 572,
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    "configFreshness": {
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Runner Codexnativecodex · gpt-5.6-sol
Isolated locallocal · local
Basic response passed
Tokens14,229 in · 20 out13,960 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered12s agent
core-compatibility.runner-codex.local.message-marker
Matchers and test context
Attempt
1
Duration
36s
Agent runtime
12s
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_13c816854daf-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_13c816854daf-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": 14229,
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      "cachedInputTokens": 13960,
      "totalTokens": 28209,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 11719,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": true
  },
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    "inputTokens": 14229,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 20,
    "sessionReused": false,
    "rawInputTokens": 14229,
    "sessionRotated": false,
    "configFreshness": {
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        "categories": [
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Plan, revise, accept, implement passed
Tokens59,009 in · 573 out51,133 cached · 3/3 runs covered
LLM spend$0.0000003/3 runs provider-priced
ExecutionLocal · not metered31s agent
core-compatibility.runner-codex.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 7s
Agent runtime
31s
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_3756c0fc09d3-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_3756c0fc09d3-1","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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      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 30870,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
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    "complete": true
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          "provider": "openai",
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          "inputTokens": 17069,
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          "freshSession": true,
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          "costUsd": 0,
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          "inputTokens": 24543,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 396,
          "sessionReused": true,
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          "sessionRotated": false,
          "configFreshness": {
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              "resetReasons": [],
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              "fingerprintVersion": 1,
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        "usage": {
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          "inputTokens": 17397,
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              "fingerprintVersion": 1,
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Ask mode question passed
Tokens13,875 in · 20 out13,636 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered9s agent
core-compatibility.runner-codex.local.ask-question
Matchers and test context
Attempt
1
Duration
31s
Agent runtime
9s
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_0459cfc33610-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_0459cfc33610-1","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,
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      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 8963,
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      "leaseCount": 0,
      "costStatus": "not_metered",
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Daytona sandboxdaytona · remote
Basic response passed
Tokens13,776 in · 22 out13,600 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
Execution$0.001652 est.24s agent · 22s lease
core-compatibility.runner-codex.daytona.message-marker
Matchers and test context
Attempt
1
Duration
48s
Agent runtime
24s
Environment lease
22s
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_1dacd58b995e-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_1dacd58b995e-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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      "runsWithReportedCost": 1,
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      "reportedCostUsd": 0,
      "costStatus": "reported"
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    "freshSession": true,
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Plan, revise, accept, implement passed
Tokens56,153 in · 946 out31,857 cached · 3/3 runs covered
LLM spend$0.0000003/3 runs provider-priced
Execution$0.006074 est.1m 25s agent · 1m 22s lease
core-compatibility.runner-codex.daytona.plan-revise-accept
Matchers and test context
Attempt
2
Duration
2m 5s
Agent runtime
1m 25s
Environment lease
1m 22s
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_7c058ad287b6-2"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_7c058ad287b6-2","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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      "costStatus": "reported"
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Ask mode question passed
Tokens13,435 in · 20 out13,232 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
Execution$0.002229 est.32s agent · 30s lease
core-compatibility.runner-codex.daytona.ask-question
Matchers and test context
Attempt
1
Duration
58s
Agent runtime
32s
Environment lease
30s
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_28afa3bff674-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_28afa3bff674-1","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 OpenCodenativeopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Basic response passed
Tokens29,742 in · 245 out2,048 cached · 1/1 runs covered
LLM spend$0.0020101/1 runs provider-priced
ExecutionLocal · not metered20s agent
core-compatibility.runner-opencode.local.message-marker
Matchers and test context
Attempt
1
Duration
40s
Agent runtime
20s
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_487dae5d02c5-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_487dae5d02c5-1","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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      "reportedCostUsd": 0.002010098,
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    },
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      "agentRunDurationMs": 20029,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
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    },
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Plan, revise, accept, implement passed
Tokens57,300 in · 1,445 out23,552 cached · 3/3 runs covered
LLM spend$0.0043613/3 runs provider-priced
ExecutionLocal · not metered1m 9s agent
core-compatibility.runner-opencode.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 51s
Agent runtime
1m 9s
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_cd8be47fd2f8-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_cd8be47fd2f8-1","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": 69301,
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      "leaseCount": 0,
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Ask mode question passed
Tokens26,686 in · 275 out3,584 cached · 1/1 runs covered
LLM spend$0.0018411/1 runs provider-priced
ExecutionLocal · not metered27s agent
core-compatibility.runner-opencode.local.ask-question
Matchers and test context
Attempt
1
Duration
47s
Agent runtime
27s
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_e40a57d4fcd2-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_e40a57d4fcd2-1","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
Tokens27,404 in · 288 out4,096 cached · 1/1 runs covered
LLM spend$0.0018991/1 runs provider-priced
Execution$0.002951 est.41s agent · 40s lease
core-compatibility.runner-opencode.daytona.message-marker
Matchers and test context
Attempt
1
Duration
1m 7s
Agent runtime
41s
Environment lease
40s
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_87b36108b1cc-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_87b36108b1cc-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
Tokens97,855 in · 2,583 out9,216 cached · 3/3 runs covered
LLM spend$0.0069733/3 runs provider-priced
Execution$0.009777 est.2m 16s agent · 2m 12s lease
core-compatibility.runner-opencode.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 55s
Agent runtime
2m 16s
Environment lease
2m 12s
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_20bb4797e3d4-1","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
Tokens25,438 in · 270 out4,352 cached · 1/1 runs covered
LLM spend$0.0017721/1 runs provider-priced
Execution$0.002341 est.1m 1s agent · 32s lease
core-compatibility.runner-opencode.daytona.ask-question
Matchers and test context
Attempt
1
Duration
1m 27s
Agent runtime
1m 1s
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_307455cf057c-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_307455cf057c-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 · 425 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered19s agent
core-compatibility.runner-acpx-claude.local.message-marker
Matchers and test context
Attempt
1
Duration
41s
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":"PAPERCLIP_E2E_OK_27a0222056b3-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_27a0222056b3-1","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
Tokens6 in · 796 out0 cached · 1/3 runs covered
LLM spend$0.0000001/3 runs provider-priced
ExecutionLocal · not metered1m 2s agent
core-compatibility.runner-acpx-claude.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 50s
Agent runtime
1m 2s
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_cce6502cf22b-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_cce6502cf22b-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 · 497 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered22s agent
core-compatibility.runner-acpx-claude.local.ask-question
Matchers and test context
Attempt
1
Duration
41s
Agent runtime
22s
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_0e97c8766e4b-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_0e97c8766e4b-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": 497,
    "cachedInputTokens": 0,
    "taskSessionReused": false,
    "persistedSessionId": "a0cfc28a-4175-40d2-a2a0-525157896e34",
    "cacheAdjustedCostUsd": 0,
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Daytona sandboxdaytona · remote
Basic response passed
Tokens6 in · 439 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
Execution$0.002625 est.37s agent · 35s lease
core-compatibility.runner-acpx-claude.daytona.message-marker
Matchers and test context
Attempt
1
Duration
59s
Agent runtime
37s
Environment lease
35s
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_ee6e4b06d138-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_ee6e4b06d138-1","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": 439,
      "cachedInputTokens": 0,
      "totalTokens": 445,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 36800,
      "leaseDurationMs": 35330,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.002625019,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0.002625019,
    "observedAndEstimatedCostUsd": 0.002625019,
    "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": 439,
    "sessionReused": false,
    "rawInputTokens": 6,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
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          "adapterConfig",
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          "instructions",
          "issueOverrides",
          "workspaceConfig",
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          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:14d2532fee31ae25fd09a8a81bd67a6c8494a295abb875175a17f59cdd81a994",
        "changedCategories": [],
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        "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:sha256:2e780112aa414e19899a03aeb247dedede2098a876b5111bb5b44836024df31e",
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Plan, revise, accept, implement passed
Tokens6 in · 931 out0 cached · 1/3 runs covered
LLM spend$0.0000001/3 runs provider-priced
Execution$0.007696 est.1m 55s agent · 1m 44s lease
core-compatibility.runner-acpx-claude.daytona.plan-revise-accept
Matchers and test context
Attempt
2
Duration
2m 46s
Agent runtime
1m 55s
Environment lease
1m 44s
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_8387c24bc012-2"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_8387c24bc012-2","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": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 6,
      "outputTokens": 931,
      "cachedInputTokens": 0,
      "totalTokens": 937,
      "reportedCostUsd": 0,
      "costStatus": "partial"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 115104,
      "leaseDurationMs": 103582,
      "leaseCount": 3,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.007696142599999999,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
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    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0.007696142599999999,
    "observedAndEstimatedCostUsd": 0.007696142599999999,
    "complete": false
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  "rawUsage": {
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          "biller": "openai",
          "costUsd": 0,
          "provider": "openai",
          "costStatus": "reported",
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          "inputTokens": 0,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 0,
          "sessionReused": false,
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          "sessionRotated": false,
          "configFreshness": {
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          "biller": "openai",
          "costUsd": 0,
          "provider": "openai",
          "costStatus": "reported",
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          "inputTokens": 0,
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          "outputTokens": 0,
          "sessionReused": true,
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          "configFreshness": {
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      {
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        "usage": {
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          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 6,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 931,
          "sessionReused": false,
          "rawInputTokens": 6,
          "sessionRotated": false,
          "configFreshness": {
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              "categories": [
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                "runtimeSkills"
              ],
              "resetReasons": [
                "effective run configuration changed: adapter config",
                "forceFreshSession was requested"
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              "nextFingerprint": "v1:sha256:20bf770d7763bf58f4d0a6bdb3951351ee0cb2d98848b75447d10efda199253c",
              "changedCategories": [
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              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
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              "reasons": [],
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              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:d2c5b5e83444822570a9f793b71e652842090b6af35b919d2be18ada659af23d",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
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              "fingerprintVersion": 1,
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              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
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          },
          "rawOutputTokens": 931,
          "cachedInputTokens": 0,
          "taskSessionReused": false,
          "persistedSessionId": "68e45350-d888-4258-af51-8bb97f104d8e",
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}
Ask mode question passed
Tokens6 in · 418 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
Execution$0.002665 est.37s agent · 36s lease
core-compatibility.runner-acpx-claude.daytona.ask-question
Matchers and test context
Attempt
1
Duration
58s
Agent runtime
37s
Environment lease
36s
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_689f6764bca5-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_689f6764bca5-1","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": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 6,
      "outputTokens": 418,
      "cachedInputTokens": 0,
      "totalTokens": 424,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 37100,
      "leaseDurationMs": 35870,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
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    "complete": true
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    "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": [
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          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
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          "envBindings",
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          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:02b8242e5151c47e4fe907806e98816d7c578084f0806560e073a73882803162",
        "changedCategories": [],
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        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
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        "reasons": [],
        "categories": [
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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 metered21s agent
core-compatibility.runner-acpx-codex.local.message-marker
Matchers and test context
Attempt
1
Duration
43s
Agent runtime
21s
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_e335d4cef042-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_e335d4cef042-1","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,
      "inputTokens": 0,
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      "cachedInputTokens": 0,
      "totalTokens": 0,
      "reportedCostUsd": 0,
      "costStatus": "unavailable"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 20756,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
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    "inputTokens": 0,
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    "freshSession": true,
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    "sessionReused": false,
    "rawInputTokens": 0,
    "sessionRotated": false,
    "configFreshness": {
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        "categories": [
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        "resetReasons": [],
        "nextFingerprint": "v1:sha256:c77c45791338a70a27518de70ec60ada327e8f3b54d2a19f5a2bb9c34ec9f401",
        "changedCategories": [],
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        "fingerprintVersion": 1,
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      "version": 1,
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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 21s
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_1c2df7ff904b-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_1c2df7ff904b-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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      "reportedCostUsd": 0,
      "costStatus": "unavailable"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 44042,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
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    "observedAndEstimatedCostUsd": 0,
    "complete": false
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  "rawUsage": {
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          "costStatus": "reported",
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          "inputTokens": 0,
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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 metered16s agent
core-compatibility.runner-acpx-codex.local.ask-question
Matchers and test context
Attempt
1
Duration
40s
Agent runtime
16s
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_32428d5459c2-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_32428d5459c2-1","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$0.002562 est.36s agent · 34s lease
core-compatibility.runner-acpx-codex.daytona.message-marker
Matchers and test context
Attempt
1
Duration
1m 2s
Agent runtime
36s
Environment lease
34s
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_e4c4cd0f5158-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_e4c4cd0f5158-1","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$0.006412 est.1m 29s agent · 1m 26s lease
core-compatibility.runner-acpx-codex.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 16s
Agent runtime
1m 29s
Environment lease
1m 26s
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_bcd928cea949-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_bcd928cea949-1","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
Tokens0 in · 0 out0 cached · 0/1 runs covered
LLM spendunavailable0/1 runs provider-priced
Execution$0.001832 est.1m 0s agent · 25s lease
core-compatibility.runner-acpx-codex.daytona.ask-question
Matchers and test context
Attempt
1
Duration
1m 22s
Agent runtime
1m 0s
Environment lease
25s
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_de8979eeba9a-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_de8979eeba9a-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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      "memoryGiB": 4,
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Test suite

Local Session Integrity

Structured interaction and continuation qualification for every supported local profile.

Pass rate92.9%13/14 passed
Tokens1,399,749663,694 input · 13,692 output
Cost$0.2645reported LLM + runtime estimate
Agent time9m 20s0ms 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
Tokens260,310 in · 3,043 out205,395 cached · 2/2 runs covered
LLM spendunpriced0/2 runs provider-priced
ExecutionLocal · not metered28s agent
local-session-integrity.legacy-codex.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 5s
Agent runtime
28s
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_17d2db5d1f7a-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_17d2db5d1f7a-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": 0,
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      "cachedInputTokens": 205395,
      "totalTokens": 468748,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 27948,
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      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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          "sessionReused": false,
          "rawInputTokens": 88079,
          "sessionRotated": false,
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Structured question, server restart, answer, resume passed
Tokens161,460 in · 2,540 out116,373 cached · 2/2 runs covered
LLM spendunpriced0/2 runs provider-priced
ExecutionLocal · not metered23s agent
local-session-integrity.legacy-codex.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 20s
Agent runtime
23s
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_93037d683577-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_93037d683577-1","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": 22605,
      "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
Tokens26,953 in · 1,583 out125,023 cached · 2/2 runs covered
LLM spend$0.12762/2 runs provider-priced
ExecutionLocal · not metered39s agent
local-session-integrity.legacy-claude.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 16s
Agent runtime
39s
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_235d1c75d57f-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_235d1c75d57f-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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          },
          "rawOutputTokens": 359,
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          "persistedSessionId": "8cbf7439-9c0f-4ad2-864b-83198f0b519e",
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Structured question, server restart, answer, resume passed
Tokens27,697 in · 1,237 out124,826 cached · 2/2 runs covered
LLM spend$0.12432/2 runs provider-priced
ExecutionLocal · not metered32s agent
local-session-integrity.legacy-claude.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 49s
Agent runtime
32s
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_7752891a6e13-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_7752891a6e13-1","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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      "cachedInputTokens": 124826,
      "totalTokens": 153760,
      "reportedCostUsd": 0.1243128,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 31768,
      "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
Tokens29,252 in · 1,663 out36,864 cached · 2/2 runs covered
LLM spend$0.0042912/2 runs provider-priced
ExecutionLocal · not metered25s agent
local-session-integrity.legacy-opencode.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
59s
Agent runtime
25s
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_cdcdd3eddfdd-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_cdcdd3eddfdd-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": 36864,
      "totalTokens": 67779,
      "reportedCostUsd": 0.004291458999999999,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 24776,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.004291458999999999,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.004291458999999999,
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          "configFreshness": {
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              "categories": [
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          "usageSource": "session_delta",
          "freshSession": false,
          "outputTokens": 387,
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Structured question, server restart, answer, resume passed
Tokens21,709 in · 1,437 out35,072 cached · 2/2 runs covered
LLM spend$0.0030392/2 runs provider-priced
ExecutionLocal · not metered20s agent
local-session-integrity.legacy-opencode.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 8s
Agent runtime
20s
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_db0cc88a0189-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_db0cc88a0189-1","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": 35072,
      "totalTokens": 58218,
      "reportedCostUsd": 0.0030393020000000002,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 19942,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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              "fingerprintVersion": 1,
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Runner Codexnativecodex · gpt-5.6-sol
Isolated locallocal · local
Structured question, answer, resume passed
Tokens23,924 in · 25 out23,689 cached · 1/2 runs covered
LLM spend$0.0000001/2 runs provider-priced
ExecutionLocal · not metered14s agent
local-session-integrity.runner-codex.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
45s
Agent runtime
14s
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_f9fc0e6f9323-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_f9fc0e6f9323-1","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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      "reportedCostUsd": 0,
      "costStatus": "partial"
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          "sessionReused": true,
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          "sessionRotated": false,
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Structured question, server restart, answer, resume passed
Tokens40,284 in · 194 out23,377 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered18s agent
local-session-integrity.runner-codex.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 13s
Agent runtime
18s
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_686fa2329e13-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_686fa2329e13-1","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": 2,
      "runsWithReportedCost": 2,
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      "cachedInputTokens": 23377,
      "totalTokens": 63855,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 17952,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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          "sessionReused": false,
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Runner OpenCodenativeopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Structured question, answer, resume passed
Tokens24,256 in · 264 out27,648 cached · 1/2 runs covered
LLM spend$0.0020671/2 runs provider-priced
ExecutionLocal · not metered1m 3s agent
local-session-integrity.runner-opencode.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 38s
Agent runtime
1m 3s
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_c2bff8d35b72-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_c2bff8d35b72-1","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,
      "inputTokens": 24256,
      "outputTokens": 264,
      "cachedInputTokens": 27648,
      "totalTokens": 52168,
      "reportedCostUsd": 0.0020665279999999998,
      "costStatus": "partial"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 62510,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.0020665279999999998,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.0020665279999999998,
    "complete": false
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        "usage": {
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          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 24256,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 264,
          "sessionReused": true,
          "rawInputTokens": 24256,
          "sessionRotated": false,
          "configFreshness": {
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              "reset": false,
              "categories": [
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Structured question, server restart, answer, resume passed
Tokens47,835 in · 399 out4,096 cached · 1/2 runs covered
LLM spend$0.0032471/2 runs provider-priced
ExecutionLocal · not metered1m 1s agent
local-session-integrity.runner-opencode.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
2m 0s
Agent runtime
1m 1s
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_6cdf4911d25c-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_6cdf4911d25c-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": 4096,
      "totalTokens": 52330,
      "reportedCostUsd": 0.003246631,
      "costStatus": "partial"
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    "runtime": {
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      "agentRunDurationMs": 61288,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
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Runner ACPX Claudenativeacpx · claude-sonnet-5
Isolated locallocal · local
Structured question, answer, resume passed
Tokens8 in · 875 out0 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered33s agent
local-session-integrity.runner-acpx-claude.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 9s
Agent runtime
33s
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_e88a465b230b-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_e88a465b230b-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,
      "inputTokens": 8,
      "outputTokens": 875,
      "cachedInputTokens": 0,
      "totalTokens": 883,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 32766,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
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    "complete": true
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          "sessionReused": false,
          "rawInputTokens": 4,
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Structured question, server restart, answer, resume passed
Tokens6 in · 432 out0 cached · 1/2 runs covered
LLM spend$0.0000001/2 runs provider-priced
ExecutionLocal · not metered30s agent
local-session-integrity.runner-acpx-claude.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 15s
Agent runtime
30s
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_79c22e9b739c-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_79c22e9b739c-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": 0,
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Runner ACPX Codexnativeacpx · gpt-5.6-sol
Isolated locallocal · local
Structured question, answer, resume failed
Tokens0 in · 0 out0 cached · 0/1 runs covered
LLM spendunavailable0/1 runs provider-priced
ExecutionLocal · not metered2m 13s agent
local-session-integrity.runner-acpx-codex.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
2m 26s
Agent runtime
2m 13s
Runtime
native
Provider
acpx
Model
gpt-5.6-sol
Issue
RUN-1

Stopped waiting for pending user question for issue f670d470-4f6e-4e23-ace7-13bd7e007d32: heartbeat run c0c5223f-226c-4196-8c53-344188beef15 ended failed (native_session_retry_exhausted): native_session_recovery_failed: Error: runnerd did not report its provider identity

No matcher result was recorded.

Usage and billing metadata
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Structured question, server restart, answer, resume passed
Tokens0 in · 0 out0 cached · 0/2 runs covered
LLM spendunavailable0/2 runs provider-priced
ExecutionLocal · not metered43s agent
local-session-integrity.runner-acpx-codex.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 41s
Agent runtime
43s
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_92be5592ac2b-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_92be5592ac2b-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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}

Test suite

OpenRouter Model Breadth

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

Pass rate100.0%10/10 passed
Tokens294,839209,552 input · 2,850 output
Cost$0.0258reported LLM + runtime estimate
Agent time7m 47s0ms lease
Execution10/101 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
Tokens27,873 in · 197 out2,048 cached · 1/1 runs covered
LLM spend$0.0018801/1 runs provider-priced
ExecutionLocal · not metered21s agent
openrouter-model-breadth.openrouter-deepseek-deepseek-v4-flash-0731.local.hello-complete
Matchers and test context
Attempt
1
Duration
42s
Agent runtime
21s
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_14a4da5a8390-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_14a4da5a8390-1","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": 27873,
      "outputTokens": 197,
      "cachedInputTokens": 2048,
      "totalTokens": 30118,
      "reportedCostUsd": 0.001879973,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 21033,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
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    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.001879973,
    "complete": true
  },
  "rawUsage": {
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    "biller": "openai",
    "costUsd": 0.001879973,
    "provider": "openai",
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    "billingType": "unknown",
    "inputTokens": 27873,
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    "freshSession": true,
    "outputTokens": 197,
    "sessionReused": false,
    "rawInputTokens": 27873,
    "sessionRotated": false,
    "configFreshness": {
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Ask, answer, resume passed
Tokens35,435 in · 235 out4,096 cached · 1/2 runs covered
LLM spend$0.0024111/2 runs provider-priced
ExecutionLocal · not metered1m 5s agent
openrouter-model-breadth.openrouter-deepseek-deepseek-v4-flash-0731.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
1m 42s
Agent runtime
1m 5s
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_a5d3c11fab74-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_a5d3c11fab74-1","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": 39766,
      "reportedCostUsd": 0.002411111,
      "costStatus": "partial"
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      "agentRunDurationMs": 65149,
      "leaseDurationMs": null,
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          "rawOutputTokens": 235,
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          "taskSessionReused": true,
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}
#3 Tencent HY 3nativeopencode · openrouter/tencent/hy3
Isolated locallocal · local
Hello and complete passed
Tokens26,147 in · 173 out3,264 cached · 1/1 runs covered
LLM spend$0.0036501/1 runs provider-priced
ExecutionLocal · not metered24s agent
openrouter-model-breadth.openrouter-tencent-hy3.local.hello-complete
Matchers and test context
Attempt
1
Duration
44s
Agent runtime
24s
Runtime
native
Provider
opencode
Model
openrouter/tencent/hy3
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_H_a6336b183b83-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_a6336b183b83-1","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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      "outputTokens": 173,
      "cachedInputTokens": 3264,
      "totalTokens": 29584,
      "reportedCostUsd": 0.0036504600000000003,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 23736,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
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    "observedAndEstimatedCostUsd": 0.0036504600000000003,
    "complete": true
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Ask, answer, resume passed
Tokens18,969 in · 150 out19,712 cached · 1/2 runs covered
LLM spend$0.0032341/2 runs provider-priced
ExecutionLocal · not metered44s agent
openrouter-model-breadth.openrouter-tencent-hy3.local.question-resume-complete
Matchers and test context
Attempt
2
Duration
1m 13s
Agent runtime
44s
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_718b6487eeaf-2"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_718b6487eeaf-2","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,
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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
Tokens16,097 in · 223 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered45s agent
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.hello-complete
Matchers and test context
Attempt
1
Duration
1m 10s
Agent runtime
45s
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_9e381ce328e4-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_9e381ce328e4-1","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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      "agentRunDurationMs": 44861,
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Ask, answer, resume passed
Tokens29,960 in · 264 out12,960 cached · 1/2 runs covered
LLM spend$0.0000001/2 runs provider-priced
ExecutionLocal · not metered58s agent
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
1m 26s
Agent runtime
58s
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_ab504edb5a75-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_ab504edb5a75-1","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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          "sessionReused": true,
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Plan, approve, complete passed
Tokens55,050 in · 1,040 out0 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered1m 25s agent
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.plan-approve-complete
Matchers and test context
Attempt
1
Duration
2m 2s
Agent runtime
1m 25s
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_ddea7087d99a-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_P_OK_ddea7087d99a-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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      "agentRunDurationMs": 85129,
      "leaseDurationMs": null,
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          "usageSource": "per_run",
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#5 GPT-5.6 Lunanativeopencode · openrouter/openai/gpt-5.6-luna
Isolated locallocal · local
Hello and complete passed
Tokens6 in · 106 out11,238 cached · 1/1 runs covered
LLM spend$0.0031901/1 runs provider-priced
ExecutionLocal · not metered24s agent
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.hello-complete
Matchers and test context
Attempt
1
Duration
43s
Agent runtime
24s
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_7921016d21cd-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_7921016d21cd-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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    "complete": true
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Ask, answer, resume passed
Tokens6 in · 121 out15,845 cached · 1/2 runs covered
LLM spend$0.0044561/2 runs provider-priced
ExecutionLocal · not metered44s agent
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
1m 13s
Agent runtime
44s
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_Q_C_b7813974f9c2-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_b7813974f9c2-1","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, approve, complete passed
Tokens9 in · 341 out13,274 cached · 2/2 runs covered
LLM spend$0.0069982/2 runs provider-priced
ExecutionLocal · not metered57s agent
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.plan-approve-complete
Matchers and test context
Attempt
1
Duration
1m 34s
Agent runtime
57s
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_6df7827d0c90-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_P_OK_6df7827d0c90-1","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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