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.

44/45Passed
1Failed
64m 5sTest time
2,190,585Input tokens
47,010Output tokens
2,211,423Cached tokens
$0.7522LLM reported subtotal
$0.000000Daytona list estimate
42m 2sAgent execution time
0msDaytona lease time
53/77Runs 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 rate95.2%20/21 passed
Tokens2,168,1361,035,759 input · 29,000 output
Cost$0.4050reported LLM + runtime estimate
Agent time19m 13s0ms lease
Execution20/211 retries · cleanup failed
Configuration matrix7 profiles · 2 environments · 21 selected
Agent profileIsolated locallocal · localDaytona sandboxdaytona · remote
Legacy Codexlegacycodex · gpt-5.6-sol
Isolated locallocal · local
Basic response passed
Tokens114,767 in · 1,097 out87,101 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
ExecutionLocal · not metered19s agent
core-compatibility.legacy-codex.local.message-marker
Matchers and test context
Attempt
1
Duration
37s
Agent runtime
19s
Runtime
legacy
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_26bd1031766b-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_26bd1031766b-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": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 0,
      "inputTokens": 114767,
      "outputTokens": 1097,
      "cachedInputTokens": 87101,
      "totalTokens": 202965,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 18705,
      "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": 114767,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 1097,
    "sessionReused": false,
    "rawInputTokens": 114767,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:a3776e594895c078a4b52a29a7ffe6da7666926d2534e70c7503caa936d41487",
        "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:cf94b3be6b4a1c7e08b5b06f8082e577bff82b6489b726a15face1a2cfb70a53",
        "workspaceReused": false,
        "activeWorkspaceId": null,
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        "storedFingerprintPresent": false
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    },
    "rawOutputTokens": 1097,
    "cachedInputTokens": 87101,
    "taskSessionReused": false,
    "persistedSessionId": "01a06b11-3815-74f2-83ad-acbed5d70391",
    "rawCachedInputTokens": 87101,
    "sessionRotationReason": null
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}
Plan, revise, accept, implement passed
Tokens354,949 in · 5,874 out272,585 cached · 3/3 runs covered
LLM spendunpriced0/3 runs provider-priced
ExecutionLocal · not metered51s agent
core-compatibility.legacy-codex.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 26s
Agent runtime
51s
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_3d9dfc6d6410-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_3d9dfc6d6410-1","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": 0,
      "inputTokens": 354949,
      "outputTokens": 5874,
      "cachedInputTokens": 272585,
      "totalTokens": 633408,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 51495,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
  },
  "rawUsage": {
    "runs": [
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        "runId": "b4596c83-6baf-4d72-a23c-9da84c012d28",
        "usage": {
          "model": "gpt-5.6-sol",
          "biller": "openai",
          "provider": "openai",
          "costStatus": "unpriced",
          "billingType": "metered_api",
          "inputTokens": 116953,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 1894,
          "sessionReused": false,
          "rawInputTokens": 116953,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:3db362ce7824c3c8928e4526cf85ed449c9cfc6d26019e4f2de33e1bc759e23f",
              "changedCategories": [],
              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
              "storedFingerprintPresent": false
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
                "mode",
                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
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              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:a6a86caddc107224c7db14a5738b388fae3fa26240d4c17358127a4f66b1ddde",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 1894,
          "cachedInputTokens": 88298,
          "taskSessionReused": false,
          "persistedSessionId": "01a06b11-1f06-7b70-8f9c-75d181d9c756",
          "rawCachedInputTokens": 88298,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "f635775f-cf4f-4950-9393-c3ca3e77039c",
        "usage": {
          "model": "gpt-5.6-sol",
          "biller": "openai",
          "provider": "openai",
          "costStatus": "unpriced",
          "billingType": "metered_api",
          "inputTokens": 178629,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 3245,
          "sessionReused": true,
          "rawInputTokens": 178629,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:3db362ce7824c3c8928e4526cf85ed449c9cfc6d26019e4f2de33e1bc759e23f",
              "changedCategories": [],
              "taskSessionReused": true,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
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                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
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              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:a6a86caddc107224c7db14a5738b388fae3fa26240d4c17358127a4f66b1ddde",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 3245,
          "cachedInputTokens": 147093,
          "taskSessionReused": true,
          "persistedSessionId": "01a06b11-1f06-7b70-8f9c-75d181d9c756",
          "rawCachedInputTokens": 147093,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "c3a4735c-5dfc-4709-9c7e-602d2dbae1f1",
        "usage": {
          "model": "gpt-5.6-sol",
          "biller": "openai",
          "provider": "openai",
          "costStatus": "unpriced",
          "billingType": "metered_api",
          "inputTokens": 59367,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 735,
          "sessionReused": false,
          "rawInputTokens": 59367,
          "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:sha256:01a652f696dbb170a9ff8baa21e40f0c936a9398cf87543bb05add898b7406a8",
              "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:a6a86caddc107224c7db14a5738b388fae3fa26240d4c17358127a4f66b1ddde",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 735,
          "cachedInputTokens": 37194,
          "taskSessionReused": false,
          "persistedSessionId": "01a06b11-edaf-7240-b502-66ffcc2bd2ac",
          "rawCachedInputTokens": 37194,
          "sessionRotationReason": null
        }
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}
Ask mode question passed
Tokens114,072 in · 1,072 out86,545 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
ExecutionLocal · not metered17s agent
core-compatibility.legacy-codex.local.ask-question
Matchers and test context
Attempt
1
Duration
33s
Agent runtime
17s
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_98b9c7c46c26-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_98b9c7c46c26-1","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": 114072,
      "outputTokens": 1072,
      "cachedInputTokens": 86545,
      "totalTokens": 201689,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 16553,
      "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": 114072,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 1072,
    "sessionReused": false,
    "rawInputTokens": 114072,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
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          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:6cea277157da0355960d72be5a054efcbda2887a3d10f2dd6582f04eed90fb38",
        "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",
          "lifecycleCommands",
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          "environment",
          "realization"
        ],
        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:2695ced7ebddfb8f469ddecef91299a1784e2a2a59a31104dccf17987566cb59",
        "workspaceReused": false,
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        "changedCategories": [],
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        "fingerprintVersion": 1,
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        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
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    },
    "rawOutputTokens": 1072,
    "cachedInputTokens": 86545,
    "taskSessionReused": false,
    "persistedSessionId": "01a06b11-395f-77c0-94b2-10b28efa3150",
    "rawCachedInputTokens": 86545,
    "sessionRotationReason": null
  }
}
Daytona sandboxdaytona · remote
Basic response not selected
core-compatibility.legacy-codex.daytona.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.legacy-codex.daytona.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.legacy-codex.daytona.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Legacy Claudelegacyclaude · claude-sonnet-4-6
Isolated locallocal · local
Basic response passed
Tokens9,582 in · 259 out36,946 cached · 1/1 runs covered
LLM spend$0.04511/1 runs provider-priced
ExecutionLocal · not metered9s agent
core-compatibility.legacy-claude.local.message-marker
Matchers and test context
Attempt
1
Duration
27s
Agent runtime
9s
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_c8b2933521a1-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_c8b2933521a1-1","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": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 9582,
      "outputTokens": 259,
      "cachedInputTokens": 36946,
      "totalTokens": 46787,
      "reportedCostUsd": 0.045119549999999994,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 9328,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.045119549999999994,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.045119549999999994,
    "complete": true
  },
  "rawUsage": {
    "model": "claude-sonnet-4-6",
    "biller": "anthropic",
    "costUsd": 0.045119549999999994,
    "provider": "anthropic",
    "costStatus": "reported",
    "billingType": "metered_api",
    "inputTokens": 9582,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 259,
    "sessionReused": false,
    "rawInputTokens": 9582,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
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          "instructions",
          "issueOverrides",
          "workspaceConfig",
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          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:e2c1b9f4e434cfe1f4d38c3662ec3dc401d2c293aa1953059dfe60beb2371175",
        "changedCategories": [],
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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,
        "nextFingerprint": "v1:sha256:974590ca28fa122895c1b1d0d68a4a5d9997cbe450f7f9a06ec5e56acfdebcd6",
        "workspaceReused": false,
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        "configSnapshotRefreshed": false,
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      }
    },
    "rawOutputTokens": 259,
    "cachedInputTokens": 36946,
    "taskSessionReused": false,
    "persistedSessionId": "2fcbb9f0-67da-46d5-823a-1e935b17298f",
    "cacheAdjustedCostUsd": 0.045119549999999994,
    "rawCachedInputTokens": 36946,
    "sessionRotationReason": null
  }
}
Plan, revise, accept, implement passed
Tokens58,847 in · 3,592 out282,976 cached · 3/3 runs covered
LLM spend$0.26853/3 runs provider-priced
ExecutionLocal · not metered1m 19s agent
core-compatibility.legacy-claude.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 56s
Agent runtime
1m 19s
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_509b0b4396cc-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_509b0b4396cc-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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      "runsWithTokenUsage": 3,
      "runsWithReportedCost": 3,
      "inputTokens": 58847,
      "outputTokens": 3592,
      "cachedInputTokens": 282976,
      "totalTokens": 345415,
      "reportedCostUsd": 0.26846879999999995,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 78964,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.26846879999999995,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.26846879999999995,
    "complete": true
  },
  "rawUsage": {
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Ask mode question passed
Tokens13,745 in · 447 out58,789 cached · 1/1 runs covered
LLM spend$0.05811/1 runs provider-priced
ExecutionLocal · not metered24s agent
core-compatibility.legacy-claude.local.ask-question
Matchers and test context
Attempt
1
Duration
41s
Agent runtime
24s
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_80d3084ae3ea-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_80d3084ae3ea-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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Daytona sandboxdaytona · remote
Basic response not selected
core-compatibility.legacy-claude.daytona.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.legacy-claude.daytona.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.legacy-claude.daytona.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Legacy OpenCodelegacyopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Basic response passed
Tokens19,209 in · 377 out11,776 cached · 1/1 runs covered
LLM spend$0.0015051/1 runs provider-priced
ExecutionLocal · not metered18s agent
core-compatibility.legacy-opencode.local.message-marker
Matchers and test context
Attempt
1
Duration
39s
Agent runtime
18s
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_0f7ef310f699-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_0f7ef310f699-1","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
Tokens147,768 in · 8,708 out122,112 cached · 3/3 runs covered
LLM spend$0.01803/3 runs provider-priced
ExecutionLocal · not metered5m 6s agent
core-compatibility.legacy-opencode.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
5m 41s
Agent runtime
5m 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_49a41c35f2b4-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_49a41c35f2b4-1","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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      "leaseCount": 0,
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    "observedAndEstimatedCostUsd": 0.017980334,
    "complete": true
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Ask mode question passed
Tokens28,631 in · 795 out70,400 cached · 1/1 runs covered
LLM spend$0.0031311/1 runs provider-priced
ExecutionLocal · not metered41s agent
core-compatibility.legacy-opencode.local.ask-question
Matchers and test context
Attempt
1
Duration
59s
Agent runtime
41s
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_00535347c2d2-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_00535347c2d2-1","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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Daytona sandboxdaytona · remote
Basic response not selected
core-compatibility.legacy-opencode.daytona.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.legacy-opencode.daytona.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.legacy-opencode.daytona.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Runner Codexnativecodex · gpt-5.6-sol
Isolated locallocal · local
Basic response passed
Tokens14,232 in · 21 out14,015 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered10s agent
core-compatibility.runner-codex.local.message-marker
Matchers and test context
Attempt
1
Duration
26s
Agent runtime
10s
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_c1929fd97f43-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_c1929fd97f43-1","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": 14015,
      "totalTokens": 28268,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 9601,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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Plan, revise, accept, implement failed
Tokens0 in · 0 out0 cached · 0/1 runs covered
LLM spendunavailable0/1 runs provider-priced
ExecutionLocal · not metered0ms agent
core-compatibility.runner-codex.local.plan-revise-accept
Matchers and test context
Attempt
0
Duration
0ms
Agent runtime
0ms
Runtime
native
Provider
codex
Model
gpt-5.6-sol

No result artifact was uploaded

No matcher result was recorded.

Usage and billing metadata
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Ask mode question passed
Tokens13,455 in · 20 out13,284 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered8s agent
core-compatibility.runner-codex.local.ask-question
Matchers and test context
Attempt
1
Duration
27s
Agent runtime
8s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_a17fa22043f3-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_a17fa22043f3-1","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 not selected
core-compatibility.runner-codex.daytona.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.runner-codex.daytona.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.runner-codex.daytona.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Runner OpenCodenativeopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Basic response passed
Tokens13,946 in · 232 out1,792 cached · 1/1 runs covered
LLM spend$0.0009771/1 runs provider-priced
ExecutionLocal · not metered36s agent
core-compatibility.runner-opencode.local.message-marker
Matchers and test context
Attempt
1
Duration
54s
Agent runtime
36s
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_abfe850fcde1-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_abfe850fcde1-1","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": 36473,
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      "leaseCount": 0,
      "costStatus": "not_metered",
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    },
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    "observedAndEstimatedCostUsd": 0.000976922,
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    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 13946,
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    "freshSession": true,
    "outputTokens": 232,
    "sessionReused": false,
    "rawInputTokens": 13946,
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Plan, revise, accept, implement passed
Tokens118,085 in · 2,175 out45,056 cached · 3/3 runs covered
LLM spend$0.0087883/3 runs provider-priced
ExecutionLocal · not metered4m 25s agent
core-compatibility.runner-opencode.local.plan-revise-accept
Matchers and test context
Attempt
2
Duration
5m 8s
Agent runtime
4m 25s
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_61e69d2befa6-2"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_61e69d2befa6-2","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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Ask mode question passed
Tokens14,443 in · 280 out0 cached · 1/1 runs covered
LLM spend$0.0009891/1 runs provider-priced
ExecutionLocal · not metered1m 0s agent
core-compatibility.runner-opencode.local.ask-question
Matchers and test context
Attempt
1
Duration
1m 18s
Agent runtime
1m 0s
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_342f800926e5-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_342f800926e5-1","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 not selected
core-compatibility.runner-opencode.daytona.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.runner-opencode.daytona.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.runner-opencode.daytona.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Runner ACPX Claudenativeacpx · claude-sonnet-5
Isolated locallocal · local
Basic response passed
Tokens6 in · 432 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered18s agent
core-compatibility.runner-acpx-claude.local.message-marker
Matchers and test context
Attempt
1
Duration
35s
Agent runtime
18s
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_972686326688-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_972686326688-1","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
Tokens16 in · 3,224 out0 cached · 3/3 runs covered
LLM spend$0.0000003/3 runs provider-priced
ExecutionLocal · not metered1m 6s agent
core-compatibility.runner-acpx-claude.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 44s
Agent runtime
1m 6s
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_3542417dee03-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_3542417dee03-1","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 · 395 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered20s agent
core-compatibility.runner-acpx-claude.local.ask-question
Matchers and test context
Attempt
1
Duration
37s
Agent runtime
20s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_048252548b0d-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_048252548b0d-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": 395,
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Daytona sandboxdaytona · remote
Basic response not selected
core-compatibility.runner-acpx-claude.daytona.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.runner-acpx-claude.daytona.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.runner-acpx-claude.daytona.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

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 metered15s agent
core-compatibility.runner-acpx-codex.local.message-marker
Matchers and test context
Attempt
1
Duration
33s
Agent runtime
15s
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_5614646d9720-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_5614646d9720-1","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": {
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      "agentRunDurationMs": 15405,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
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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 metered1m 12s agent
core-compatibility.runner-acpx-codex.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 53s
Agent runtime
1m 12s
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_0b3bcd454622-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_0b3bcd454622-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "costStatus": "unavailable"
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    "runtime": {
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      "agentRunDurationMs": 72283,
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      "costSource": "local_not_metered"
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          "outputTokens": 0,
          "sessionReused": false,
          "rawInputTokens": 0,
          "sessionRotated": false,
          "configFreshness": {
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              "fingerprintVersion": 1,
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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 metered15s agent
core-compatibility.runner-acpx-codex.local.ask-question
Matchers and test context
Attempt
1
Duration
36s
Agent runtime
15s
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_af3e77753351-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_af3e77753351-1","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 not selected
core-compatibility.runner-acpx-codex.daytona.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.runner-acpx-codex.daytona.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.runner-acpx-codex.daytona.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Test suite

Local Session Integrity

Structured interaction and continuation qualification for every supported local profile.

Pass rate100.0%14/14 passed
Tokens2,008,5731,010,329 input · 15,139 output
Cost$0.3239reported LLM + runtime estimate
Agent time12m 54s0ms 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
Tokens391,413 in · 3,645 out318,986 cached · 2/2 runs covered
LLM spendunpriced0/2 runs provider-priced
ExecutionLocal · not metered36s agent
local-session-integrity.legacy-codex.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 20s
Agent runtime
36s
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_c2f1f73261e3-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_c2f1f73261e3-1","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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    },
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          "inputTokens": 117650,
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          "freshSession": true,
          "outputTokens": 1331,
          "sessionReused": false,
          "rawInputTokens": 117650,
          "sessionRotated": false,
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Structured question, server restart, answer, resume passed
Tokens295,372 in · 3,330 out236,754 cached · 2/2 runs covered
LLM spendunpriced0/2 runs provider-priced
ExecutionLocal · not metered32s agent
local-session-integrity.legacy-codex.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 14s
Agent runtime
32s
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_ee81da5501ef-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_ee81da5501ef-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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      "runsWithTokenUsage": 2,
      "runsWithReportedCost": 0,
      "inputTokens": 295372,
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      "cachedInputTokens": 236754,
      "totalTokens": 535456,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 32447,
      "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
Tokens47,618 in · 1,191 out109,243 cached · 2/2 runs covered
LLM spend$0.18122/2 runs provider-priced
ExecutionLocal · not metered30s agent
local-session-integrity.legacy-claude.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 25s
Agent runtime
30s
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_35bcf46e3938-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_35bcf46e3938-1","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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      "reportedCostUsd": 0.18118090000000003,
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    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 30290,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.18118090000000003,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.18118090000000003,
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Structured question, server restart, answer, resume passed
Tokens27,573 in · 1,217 out124,829 cached · 2/2 runs covered
LLM spend$0.12382/2 runs provider-priced
ExecutionLocal · not metered34s agent
local-session-integrity.legacy-claude.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 56s
Agent runtime
34s
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_6b3676a2b303-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_6b3676a2b303-1","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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      "totalTokens": 153619,
      "reportedCostUsd": 0.12384295,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 34282,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
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          "sessionRotated": false,
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Legacy OpenCodelegacyopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Structured question, answer, resume passed
Tokens31,994 in · 1,370 out33,280 cached · 2/2 runs covered
LLM spend$0.0037042/2 runs provider-priced
ExecutionLocal · not metered41s agent
local-session-integrity.legacy-opencode.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 9s
Agent runtime
41s
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_ffb79d65e8b2-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_ffb79d65e8b2-1","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": 0.0037038849999999996,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 41121,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
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    "reportedCostUsd": 0.0037038849999999996,
    "estimatedRuntimeCostUsd": 0,
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    "complete": true
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          "billingType": "unknown",
          "inputTokens": 13003,
          "freshSession": true,
          "outputTokens": 1105,
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          "rawInputTokens": 13003,
          "sessionRotated": false,
          "configFreshness": {
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              "categories": [
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Structured question, server restart, answer, resume passed
Tokens64,882 in · 1,431 out58,624 cached · 2/2 runs covered
LLM spend$0.0095662/2 runs provider-priced
ExecutionLocal · not metered3m 24s agent
local-session-integrity.legacy-opencode.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
4m 8s
Agent runtime
3m 24s
Runtime
legacy
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_1815618f4505-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_1815618f4505-1","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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      "costStatus": "reported"
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      "agentRunDurationMs": 203792,
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      "leaseCount": 0,
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Runner Codexnativecodex · gpt-5.6-sol
Isolated locallocal · local
Structured question, answer, resume passed
Tokens40,369 in · 195 out23,389 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered22s agent
local-session-integrity.runner-codex.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 5s
Agent runtime
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_QUESTION_DONE_4950372133c0-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_4950372133c0-1","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"
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    "runtime": {
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      "leaseCount": 0,
      "costStatus": "not_metered",
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Structured question, server restart, answer, resume passed
Tokens40,525 in · 195 out23,472 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered17s agent
local-session-integrity.runner-codex.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 3s
Agent runtime
17s
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_d430be8815d3-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_d430be8815d3-1","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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Runner OpenCodenativeopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Structured question, answer, resume passed
Tokens25,873 in · 244 out25,344 cached · 1/2 runs covered
LLM spend$0.0021311/2 runs provider-priced
ExecutionLocal · not metered1m 13s agent
local-session-integrity.runner-opencode.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 39s
Agent runtime
1m 13s
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_59573f112166-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_59573f112166-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "costStatus": "partial"
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Structured question, server restart, answer, resume passed
Tokens44,694 in · 571 out29,184 cached · 2/2 runs covered
LLM spend$0.0034752/2 runs provider-priced
ExecutionLocal · not metered2m 36s agent
local-session-integrity.runner-opencode.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
3m 19s
Agent runtime
2m 36s
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_2ef434aeafc4-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_2ef434aeafc4-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "runsWithReportedCost": 2,
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      "cachedInputTokens": 29184,
      "totalTokens": 74449,
      "reportedCostUsd": 0.003474834,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 156401,
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      "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 · 876 out0 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered32s agent
local-session-integrity.runner-acpx-claude.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 1s
Agent runtime
32s
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_04955ab6f4c8-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_04955ab6f4c8-1","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": 884,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 32326,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
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Structured question, server restart, answer, resume passed
Tokens8 in · 874 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-restart-resume
Matchers and test context
Attempt
1
Duration
1m 16s
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_b758ea991a8b-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_b758ea991a8b-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": 32759,
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Runner ACPX Codexnativeacpx · gpt-5.6-sol
Isolated locallocal · local
Structured question, answer, resume passed
Tokens0 in · 0 out0 cached · 0/2 runs covered
LLM spendunavailable0/2 runs provider-priced
ExecutionLocal · not metered28s agent
local-session-integrity.runner-acpx-codex.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
55s
Agent runtime
28s
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_90b839e0050b-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_90b839e0050b-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "runCount": 2,
      "runsWithTokenUsage": 0,
      "runsWithReportedCost": 0,
      "inputTokens": 0,
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      "cachedInputTokens": 0,
      "totalTokens": 0,
      "reportedCostUsd": 0,
      "costStatus": "unavailable"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 27983,
      "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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      },
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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 metered36s agent
local-session-integrity.runner-acpx-codex.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 16s
Agent runtime
36s
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_a24abe7cf66b-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_a24abe7cf66b-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "runsWithTokenUsage": 0,
      "runsWithReportedCost": 0,
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      "totalTokens": 0,
      "reportedCostUsd": 0,
      "costStatus": "unavailable"
    },
    "runtime": {
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      "agentRunDurationMs": 35662,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
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    "complete": false
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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
Tokens272,309144,497 input · 2,871 output
Cost$0.0233reported LLM + runtime estimate
Agent time9m 56s0ms lease
Execution10/100 retries · cleanup passed
Configuration matrix4 profiles · 1 environments · 10 selected
Agent profileIsolated locallocal · local
#1 DeepSeek V4 Flash 0731nativeopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Hello and complete passed
Tokens13,094 in · 191 out16,384 cached · 1/1 runs covered
LLM spend$0.0011481/1 runs provider-priced
ExecutionLocal · not metered19s agent
openrouter-model-breadth.openrouter-deepseek-deepseek-v4-flash-0731.local.hello-complete
Matchers and test context
Attempt
1
Duration
36s
Agent runtime
19s
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_650c80294bac-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_650c80294bac-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
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    "llm": {
      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 13094,
      "outputTokens": 191,
      "cachedInputTokens": 16384,
      "totalTokens": 29669,
      "reportedCostUsd": 0.001147634,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 19041,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.001147634,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.001147634,
    "complete": true
  },
  "rawUsage": {
    "model": "openrouter/deepseek/deepseek-v4-flash-0731",
    "biller": "openai",
    "costUsd": 0.001147634,
    "provider": "openai",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 13094,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 191,
    "sessionReused": false,
    "rawInputTokens": 13094,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:6eb531cbcfd4882d2af459a071525899ace4e69f4ae1909cb3313a943750a23e",
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        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
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        "reasons": [],
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        "reuseRequested": false,
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    "rawOutputTokens": 191,
    "cachedInputTokens": 16384,
    "taskSessionReused": false,
    "persistedSessionId": "ses_f94eded13ffedK1rUq0L0MnjuG",
    "cacheAdjustedCostUsd": 0.001147634,
    "rawCachedInputTokens": 16384,
    "sessionRotationReason": null
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}
Ask, answer, resume passed
Tokens18,544 in · 223 out20,992 cached · 1/2 runs covered
LLM spend$0.0015811/2 runs provider-priced
ExecutionLocal · not metered51s agent
openrouter-model-breadth.openrouter-deepseek-deepseek-v4-flash-0731.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
1m 16s
Agent runtime
51s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_Q_C_270e5bc95f9e-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_270e5bc95f9e-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
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    "llm": {
      "runCount": 2,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 18544,
      "outputTokens": 223,
      "cachedInputTokens": 20992,
      "totalTokens": 39759,
      "reportedCostUsd": 0.001581372,
      "costStatus": "partial"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 50798,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.001581372,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.001581372,
    "complete": false
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  "rawUsage": {
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        "usage": null
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        "runId": "9c0596b8-69ca-40bd-a8c4-6d1de7c6e5d3",
        "usage": {
          "model": "openrouter/deepseek/deepseek-v4-flash-0731",
          "biller": "openai",
          "costUsd": 0.001581372,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 18544,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 223,
          "sessionReused": true,
          "rawInputTokens": 18544,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
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              "resetReasons": [],
              "nextFingerprint": "v1:sha256:4c17d233c9faa61cf0f8febe682b5635de20fe6c9ec5669978634758abf1c8e0",
              "changedCategories": [],
              "taskSessionReused": true,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
                "mode",
                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
                "environment",
                "realization"
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              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:65846d07ee08bda3c39dcd3b28f30a8d80aa484ad4002f49e899a3107b17b468",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 223,
          "cachedInputTokens": 20992,
          "taskSessionReused": true,
          "persistedSessionId": "ses_f94ed2828ffel5VuxctCC0u9IV",
          "cacheAdjustedCostUsd": 0.001581372,
          "rawCachedInputTokens": 20992,
          "sessionRotationReason": null
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    ]
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}
#3 Tencent HY 3nativeopencode · openrouter/tencent/hy3
Isolated locallocal · local
Hello and complete passed
Tokens14,754 in · 173 out14,400 cached · 1/1 runs covered
LLM spend$0.0025141/1 runs provider-priced
ExecutionLocal · not metered36s agent
openrouter-model-breadth.openrouter-tencent-hy3.local.hello-complete
Matchers and test context
Attempt
1
Duration
1m 6s
Agent runtime
36s
Runtime
native
Provider
opencode
Model
openrouter/tencent/hy3
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_H_f7c5bd0796db-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_f7c5bd0796db-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
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    "llm": {
      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 14754,
      "outputTokens": 173,
      "cachedInputTokens": 14400,
      "totalTokens": 29327,
      "reportedCostUsd": 0.002514072,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 36149,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.002514072,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.002514072,
    "complete": true
  },
  "rawUsage": {
    "model": "openrouter/tencent/hy3",
    "biller": "openai",
    "costUsd": 0.002514072,
    "provider": "openai",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 14754,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 173,
    "sessionReused": false,
    "rawInputTokens": 14754,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
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          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
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          "runtimeSkills"
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Ask, answer, resume passed
Tokens19,179 in · 192 out19,968 cached · 1/2 runs covered
LLM spend$0.0032921/2 runs provider-priced
ExecutionLocal · not metered53s agent
openrouter-model-breadth.openrouter-tencent-hy3.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
1m 20s
Agent runtime
53s
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_22050e07f2ed-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_22050e07f2ed-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 not selected
openrouter-model-breadth.openrouter-tencent-hy3.local.plan-approve-complete
Matchers and test context

Not selected

No matcher result was recorded.

#4 Nemotron 3 Ultra 550B A55B (free)nativeopencode · openrouter/nvidia/nemotron-3-ultra-550b-a55b:free
Isolated locallocal · local
Hello and complete passed
Tokens15,943 in · 221 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered44s agent
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.hello-complete
Matchers and test context
Attempt
1
Duration
1m 2s
Agent runtime
44s
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_d9b311f8b6bf-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_d9b311f8b6bf-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, answer, resume passed
Tokens21,365 in · 177 out0 cached · 1/2 runs covered
LLM spend$0.0000001/2 runs provider-priced
ExecutionLocal · not metered1m 30s agent
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
1m 56s
Agent runtime
1m 30s
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_5fd2ab1c09c9-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_5fd2ab1c09c9-1","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
Tokens41,597 in · 1,041 out12,960 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered3m 1s agent
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.plan-approve-complete
Matchers and test context
Attempt
1
Duration
3m 28s
Agent runtime
3m 1s
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_778987ed1499-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_P_OK_778987ed1499-1","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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#5 GPT-5.6 Lunanativeopencode · openrouter/openai/gpt-5.6-luna
Isolated locallocal · local
Hello and complete passed
Tokens6 in · 134 out11,128 cached · 1/1 runs covered
LLM spend$0.0032011/1 runs provider-priced
ExecutionLocal · not metered28s agent
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.hello-complete
Matchers and test context
Attempt
1
Duration
55s
Agent runtime
28s
Runtime
native
Provider
opencode
Model
openrouter/openai/gpt-5.6-luna
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_H_414d45c821d8-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_414d45c821d8-1","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, answer, resume passed
Tokens6 in · 126 out15,752 cached · 1/2 runs covered
LLM spend$0.0044381/2 runs provider-priced
ExecutionLocal · not metered54s agent
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
1m 21s
Agent runtime
54s
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_a0323cb85812-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_a0323cb85812-1","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 · 393 out13,357 cached · 2/2 runs covered
LLM spend$0.0070962/2 runs provider-priced
ExecutionLocal · not metered40s agent
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.plan-approve-complete
Matchers and test context
Attempt
1
Duration
1m 8s
Agent runtime
40s
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_8d10d6d8a7cf-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_P_OK_8d10d6d8a7cf-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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