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 and a trusted synthetic campaign summary.

66/66Passed
0Failed
89m 21sTest time
Runner E2E campaign status summary
2,611,563Input tokens
72,931Output tokens
3,147,131Cached tokens
$1.2507LLM reported subtotal
$0.0676Daytona list estimate
51m 37sAgent execution time
15m 10sDaytona lease time
76/114Runs 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
Tokens3,968,2061,721,450 input · 55,832 output
Cost$1.0307reported LLM + runtime estimate
Agent time28m 58s15m 10s lease
Execution42/420 retries · cleanup passed
Configuration matrix7 profiles · 2 environments · 42 selected
Agent profileIsolated locallocal · localDaytona sandboxdaytona · remote
Legacy Codexlegacycodex · gpt-5.6-sol
Isolated locallocal · local
Basic response passed
Tokens114,523 in · 1,077 out86,937 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
ExecutionLocal · not metered16s agent
core-compatibility.legacy-codex.local.message-marker
Matchers and test context
Attempt
1
Duration
39s
Agent runtime
16s
Runtime
legacy
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_854d880b24f5-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_854d880b24f5-1","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": 114523,
      "outputTokens": 1077,
      "cachedInputTokens": 86937,
      "totalTokens": 202537,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 16167,
      "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": 114523,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 1077,
    "sessionReused": false,
    "rawInputTokens": 114523,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:867a3fcffa6ef8e767e8456b2df2bcc7044794fd0e1e1628aaf4761277bad72c",
        "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:ed1d6fdb5de12a0c9d1ff7f174e277ab20ecaedf74666666094f707b783672e0",
        "workspaceReused": false,
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    "taskSessionReused": false,
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    "rawCachedInputTokens": 86937,
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Plan, revise, accept, implement passed
Tokens417,668 in · 6,392 out333,944 cached · 3/3 runs covered
LLM spendunpriced0/3 runs provider-priced
ExecutionLocal · not metered1m 4s agent
core-compatibility.legacy-codex.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 45s
Agent runtime
1m 4s
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_beb8f1a5de5a-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_beb8f1a5de5a-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": 3,
      "runsWithTokenUsage": 3,
      "runsWithReportedCost": 0,
      "inputTokens": 417668,
      "outputTokens": 6392,
      "cachedInputTokens": 333944,
      "totalTokens": 758004,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 63575,
      "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": 57798,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 1183,
          "sessionReused": false,
          "rawInputTokens": 57798,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
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                "runtimeSkills"
              ],
              "resetReasons": [],
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              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
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            },
            "version": 1,
            "workspace": {
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              "reasons": [],
              "categories": [
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              "reuseRequested": false,
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          },
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          "taskSessionReused": false,
          "persistedSessionId": "01a071c1-b22f-7a20-bad1-da4a2c8b644e",
          "rawCachedInputTokens": 35871,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "d5c59799-9576-48a1-945b-bad489d1f206",
        "usage": {
          "model": "gpt-5.6-sol",
          "biller": "openai",
          "provider": "openai",
          "costStatus": "unpriced",
          "billingType": "metered_api",
          "inputTokens": 237790,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 4017,
          "sessionReused": true,
          "rawInputTokens": 237790,
          "sessionRotated": false,
          "configFreshness": {
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              "categories": [
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                "runtimeSkills"
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              "resetReasons": [],
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              "changedCategories": [],
              "taskSessionReused": true,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
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              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:2de0fc82b7b0f64d9649cbb0622edc2388d98458047a8a140f607f3f3eae96b7",
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              "fingerprintVersion": 1,
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              "configSnapshotRefreshed": false,
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          "rawOutputTokens": 4017,
          "cachedInputTokens": 205162,
          "taskSessionReused": true,
          "persistedSessionId": "01a071c1-b22f-7a20-bad1-da4a2c8b644e",
          "rawCachedInputTokens": 205162,
          "sessionRotationReason": null
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      },
      {
        "runId": "abea671d-296d-4399-8612-ecea8c16939c",
        "usage": {
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          "biller": "openai",
          "provider": "openai",
          "costStatus": "unpriced",
          "billingType": "metered_api",
          "inputTokens": 122080,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 1192,
          "sessionReused": false,
          "rawInputTokens": 122080,
          "sessionRotated": false,
          "configFreshness": {
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              "categories": [
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                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [
                "effective run configuration changed: adapter config",
                "forceFreshSession was requested"
              ],
              "nextFingerprint": "v1:sha256:afbd5705fae7feef08bf18af8b87bce243fc8d4ffe2c0bc88fc1cc0ffa801912",
              "changedCategories": [
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              ],
              "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:sha256:2de0fc82b7b0f64d9649cbb0622edc2388d98458047a8a140f607f3f3eae96b7",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
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              "configSnapshotRefreshed": false,
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          "rawOutputTokens": 1192,
          "cachedInputTokens": 92911,
          "taskSessionReused": false,
          "persistedSessionId": "01a071c2-bb26-7100-9bed-faa0e770fa90",
          "rawCachedInputTokens": 92911,
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        }
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}
Ask mode question passed
Tokens85,786 in · 1,090 out60,024 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
ExecutionLocal · not metered16s agent
core-compatibility.legacy-codex.local.ask-question
Matchers and test context
Attempt
1
Duration
35s
Agent runtime
16s
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_41d7fe181580-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_41d7fe181580-1","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": 85786,
      "outputTokens": 1090,
      "cachedInputTokens": 60024,
      "totalTokens": 146900,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 15635,
      "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": 85786,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 1090,
    "sessionReused": false,
    "rawInputTokens": 85786,
    "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:sha256:2dcc5de0399cb719c3ec93aa6883cd68b5dd83df9567a0de4ebdea54641c1afc",
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        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
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        "reasons": [],
        "categories": [
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        "nextFingerprint": "v1:sha256:ad91af2a8660d17feae135179d2d549b5a60ec5188f94e73c600dedc6dc0fbbc",
        "workspaceReused": false,
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    "rawOutputTokens": 1090,
    "cachedInputTokens": 60024,
    "taskSessionReused": false,
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}
Daytona sandboxdaytona · remote
Basic response passed
Tokens54,024 in · 785 out33,680 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
Execution$0.001166 est.45s agent · 16s lease
core-compatibility.legacy-codex.daytona.message-marker
Matchers and test context
Attempt
1
Duration
1m 4s
Agent runtime
45s
Environment lease
16s
Runtime
legacy
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_02538b969257-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_02538b969257-1","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": 54024,
      "outputTokens": 785,
      "cachedInputTokens": 33680,
      "totalTokens": 88489,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
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      "agentRunDurationMs": 45213,
      "leaseDurationMs": 15694,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0011660642,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
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    "observedAndEstimatedCostUsd": 0.0011660642,
    "complete": false
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    "inputTokens": 54024,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 785,
    "sessionReused": false,
    "rawInputTokens": 54024,
    "sessionRotated": false,
    "configFreshness": {
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      },
      "version": 1,
      "workspace": {
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        "reasons": [],
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Plan, revise, accept, implement passed
Tokens217,488 in · 3,540 out151,373 cached · 3/3 runs covered
LLM spendunpriced0/3 runs provider-priced
Execution$0.005285 est.1m 14s agent · 1m 11s lease
core-compatibility.legacy-codex.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 3s
Agent runtime
1m 14s
Environment lease
1m 11s
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_51e99d9169f5-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_51e99d9169f5-1","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,
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      "cachedInputTokens": 151373,
      "totalTokens": 372401,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 73922,
      "leaseDurationMs": 71131,
      "leaseCount": 3,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0052850333,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
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    "observedAndEstimatedCostUsd": 0.0052850333,
    "complete": false
  },
  "rawUsage": {
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Ask mode question passed
Tokens43,331 in · 1,054 out28,393 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
Execution$0.001391 est.50s agent · 19s lease
core-compatibility.legacy-codex.daytona.ask-question
Matchers and test context
Attempt
1
Duration
1m 12s
Agent runtime
50s
Environment lease
19s
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_3f09475535d6-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_3f09475535d6-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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Legacy Claudelegacyclaude · claude-sonnet-4-6
Isolated locallocal · local
Basic response passed
Tokens27,200 in · 288 out21,404 cached · 1/1 runs covered
LLM spend$0.10131/1 runs provider-priced
ExecutionLocal · not metered16s agent
core-compatibility.legacy-claude.local.message-marker
Matchers and test context
Attempt
1
Duration
36s
Agent runtime
16s
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_39badf8a4f9c-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_39badf8a4f9c-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
Tokens74,873 in · 3,135 out242,541 cached · 3/3 runs covered
LLM spend$0.30493/3 runs provider-priced
ExecutionLocal · not metered1m 11s agent
core-compatibility.legacy-claude.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 1s
Agent runtime
1m 11s
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_1eacc8aac500-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_1eacc8aac500-1","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": 479,
          "cachedInputTokens": 61282,
          "taskSessionReused": false,
          "persistedSessionId": "76ccbc39-75f1-425a-94eb-7f627b6812bb",
          "cacheAdjustedCostUsd": 0.06984384999999999,
          "rawCachedInputTokens": 61282,
          "sessionRotationReason": null
        }
      }
    ]
  }
}
Ask mode question passed
Tokens11,545 in · 280 out36,965 cached · 1/1 runs covered
LLM spend$0.04731/1 runs provider-priced
ExecutionLocal · not metered11s agent
core-compatibility.legacy-claude.local.ask-question
Matchers and test context
Attempt
1
Duration
32s
Agent runtime
11s
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_5704a6da6f0e-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_5704a6da6f0e-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": 11545,
      "outputTokens": 280,
      "cachedInputTokens": 36965,
      "totalTokens": 48790,
      "reportedCostUsd": 0.04732325,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 10610,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.04732325,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.04732325,
    "complete": true
  },
  "rawUsage": {
    "model": "claude-sonnet-4-6",
    "biller": "anthropic",
    "costUsd": 0.04732325,
    "provider": "anthropic",
    "costStatus": "reported",
    "billingType": "metered_api",
    "inputTokens": 11545,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 280,
    "sessionReused": false,
    "rawInputTokens": 11545,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:472f0701774a4feee85924858520c7cb791bdbf5b389e69108d114bf980518b5",
        "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:d9e332351b10b67506b3a32a4872d38bced9a6bea62ab19cfca7a0c047baf5c2",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 280,
    "cachedInputTokens": 36965,
    "taskSessionReused": false,
    "persistedSessionId": "ba15dd90-e6eb-48c1-ba85-99b2f63864f6",
    "cacheAdjustedCostUsd": 0.04732325,
    "rawCachedInputTokens": 36965,
    "sessionRotationReason": null
  }
}
Daytona sandboxdaytona · remote
Basic response passed
Tokens11,423 in · 285 out36,354 cached · 1/1 runs covered
LLM spend$0.04671/1 runs provider-priced
Execution$0.000899 est.13s agent · 12s lease
core-compatibility.legacy-claude.daytona.message-marker
Matchers and test context
Attempt
1
Duration
38s
Agent runtime
13s
Environment lease
12s
Runtime
legacy
Provider
claude
Model
claude-sonnet-4-6
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_c19bc79cb295-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_c19bc79cb295-1","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": 11423,
      "outputTokens": 285,
      "cachedInputTokens": 36354,
      "totalTokens": 48062,
      "reportedCostUsd": 0.04672995,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 13265,
      "leaseDurationMs": 12104,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0008993272,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.04672995,
    "estimatedRuntimeCostUsd": 0.0008993272,
    "observedAndEstimatedCostUsd": 0.0476292772,
    "complete": true
  },
  "rawUsage": {
    "model": "claude-sonnet-4-6",
    "biller": "anthropic",
    "costUsd": 0.04672995,
    "provider": "anthropic",
    "costStatus": "reported",
    "billingType": "metered_api",
    "inputTokens": 11423,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 285,
    "sessionReused": false,
    "rawInputTokens": 11423,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:3137d1dcdaa8fc156b7f7922474315458189155f91c05d886d3fea3bf0dea3be",
        "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:sha256:246241563277a5b2217c6f3e9579c476cf5ebda2cfa1d43ef000e72c34826415",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 285,
    "cachedInputTokens": 36354,
    "taskSessionReused": false,
    "persistedSessionId": "f008b8f5-8bbe-4be3-8bd6-08a4333bf7da",
    "cacheAdjustedCostUsd": 0.04672995,
    "rawCachedInputTokens": 36354,
    "sessionRotationReason": null
  }
}
Plan, revise, accept, implement passed
Tokens71,029 in · 3,857 out298,548 cached · 3/3 runs covered
LLM spend$0.30103/3 runs provider-priced
Execution$0.006956 est.1m 36s agent · 1m 34s lease
core-compatibility.legacy-claude.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 26s
Agent runtime
1m 36s
Environment lease
1m 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_PLAN_DONE_5e4497d643e0-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_5e4497d643e0-1","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": 71029,
      "outputTokens": 3857,
      "cachedInputTokens": 298548,
      "totalTokens": 373434,
      "reportedCostUsd": 0.3009684,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 95839,
      "leaseDurationMs": 93617,
      "leaseCount": 3,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0069557431,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.3009684,
    "estimatedRuntimeCostUsd": 0.0069557431,
    "observedAndEstimatedCostUsd": 0.30792414310000005,
    "complete": true
  },
  "rawUsage": {
    "runs": [
      {
        "runId": "f996ea76-3d99-49dd-b791-21dec14a83c9",
        "usage": {
          "model": "claude-sonnet-4-6",
          "biller": "anthropic",
          "costUsd": 0.11495734999999999,
          "provider": "anthropic",
          "costStatus": "reported",
          "billingType": "metered_api",
          "inputTokens": 27363,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 1594,
          "sessionReused": false,
          "rawInputTokens": 27363,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:3009d47f200c5d0ce799e4973d1239d907141f0819bd8e5d4a9d82fd6d68058d",
              "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:sha256:921053dfd179fd4ffaff9985684abe74868354ab921208d77a77cfb0cbf87dee",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 1594,
          "cachedInputTokens": 126702,
          "taskSessionReused": false,
          "persistedSessionId": "58ba54b6-d5e2-4002-985a-eb5a48eacffc",
          "cacheAdjustedCostUsd": 0.11495734999999999,
          "rawCachedInputTokens": 126702,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "1510de94-70ac-40a3-a2e2-3377319fb44d",
        "usage": {
          "model": "claude-sonnet-4-6",
          "biller": "anthropic",
          "costUsd": 0.11528490000000002,
          "provider": "anthropic",
          "costStatus": "reported",
          "billingType": "metered_api",
          "inputTokens": 25217,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 1739,
          "sessionReused": true,
          "rawInputTokens": 25217,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:3009d47f200c5d0ce799e4973d1239d907141f0819bd8e5d4a9d82fd6d68058d",
              "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:sha256:921053dfd179fd4ffaff9985684abe74868354ab921208d77a77cfb0cbf87dee",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 1739,
          "cachedInputTokens": 111098,
          "taskSessionReused": true,
          "persistedSessionId": "088afe04-ca35-42c1-a258-0be0aab519d4",
          "cacheAdjustedCostUsd": 0.11528490000000002,
          "rawCachedInputTokens": 111098,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "6d87236a-ea0e-4683-a938-bde997135b0a",
        "usage": {
          "model": "claude-sonnet-4-6",
          "biller": "anthropic",
          "costUsd": 0.07072615,
          "provider": "anthropic",
          "costStatus": "reported",
          "billingType": "metered_api",
          "inputTokens": 18449,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 524,
          "sessionReused": false,
          "rawInputTokens": 18449,
          "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:c4e74106a23ff86851204a06e8f8df02eebd3d83db863d23855e42745909f4b1",
              "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:sha256:921053dfd179fd4ffaff9985684abe74868354ab921208d77a77cfb0cbf87dee",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 524,
          "cachedInputTokens": 60748,
          "taskSessionReused": false,
          "persistedSessionId": "db60579a-d7ce-45e2-bd99-2a937be4a4cb",
          "cacheAdjustedCostUsd": 0.07072615,
          "rawCachedInputTokens": 60748,
          "sessionRotationReason": null
        }
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    ]
  }
}
Ask mode question passed
Tokens31,119 in · 504 out63,513 cached · 1/1 runs covered
LLM spend$0.12041/1 runs provider-priced
Execution$0.001607 est.23s agent · 22s lease
core-compatibility.legacy-claude.daytona.ask-question
Matchers and test context
Attempt
1
Duration
48s
Agent runtime
23s
Environment lease
22s
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_1180acb2048c-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_1180acb2048c-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": 31119,
      "outputTokens": 504,
      "cachedInputTokens": 63513,
      "totalTokens": 95136,
      "reportedCostUsd": 0.12035415000000001,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 23320,
      "leaseDurationMs": 21632,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0016072576,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.12035415000000001,
    "estimatedRuntimeCostUsd": 0.0016072576,
    "observedAndEstimatedCostUsd": 0.1219614076,
    "complete": true
  },
  "rawUsage": {
    "model": "claude-sonnet-4-6",
    "biller": "anthropic",
    "costUsd": 0.12035415000000001,
    "provider": "anthropic",
    "costStatus": "reported",
    "billingType": "metered_api",
    "inputTokens": 31119,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 504,
    "sessionReused": false,
    "rawInputTokens": 31119,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:737e74cc1a91a0a3fd6427b54cc960f59e1fb514026732037f0c3eab1b0417e4",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
        "action": "create",
        "reasons": [],
        "categories": [
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          "projectWorkspace",
          "strategy",
          "repo",
          "lifecycleCommands",
          "runtimeServices",
          "environment",
          "realization"
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        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:2476d4652b0480b346b56e89183de8bbf54194c31b50c6e48a0dc5665ed71c46",
        "workspaceReused": false,
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        "changedCategories": [],
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        "fingerprintVersion": 1,
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        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 504,
    "cachedInputTokens": 63513,
    "taskSessionReused": false,
    "persistedSessionId": "a8661ca7-4da8-440a-8532-f16788333585",
    "cacheAdjustedCostUsd": 0.12035415000000001,
    "rawCachedInputTokens": 63513,
    "sessionRotationReason": null
  }
}
Legacy OpenCodelegacyopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Basic response passed
Tokens19,051 in · 335 out2,048 cached · 1/1 runs covered
LLM spend$0.0013311/1 runs provider-priced
ExecutionLocal · not metered13s agent
core-compatibility.legacy-opencode.local.message-marker
Matchers and test context
Attempt
1
Duration
40s
Agent runtime
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":"PAPERCLIP_E2E_OK_dd327ecc9cd7-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_dd327ecc9cd7-1","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": 19051,
      "outputTokens": 335,
      "cachedInputTokens": 2048,
      "totalTokens": 21434,
      "reportedCostUsd": 0.001331383,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 12581,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.001331383,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.001331383,
    "complete": true
  },
  "rawUsage": {
    "model": "openrouter/deepseek/deepseek-v4-flash-0731",
    "biller": "openrouter",
    "costUsd": 0.001331383,
    "provider": "openrouter",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 19051,
    "freshSession": true,
    "outputTokens": 335,
    "sessionReused": false,
    "rawInputTokens": 19051,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:7794171d2fe26cd6b899925cdf1078089390584c295dd567017abb0d6628d0a0",
        "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:sha256:145bba1ea2d9871bfadfca624f18a7524007e4b29ede5d41490b9c53365a3547",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 335,
    "cachedInputTokens": 2048,
    "taskSessionReused": false,
    "persistedSessionId": "ses_f8e3e03c3ffeVl5Jrww47y707G",
    "cacheAdjustedCostUsd": 0.001331383,
    "rawCachedInputTokens": 2048,
    "sessionRotationReason": null
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}
Plan, revise, accept, implement passed
Tokens52,395 in · 5,697 out120,576 cached · 3/3 runs covered
LLM spend$0.0080113/3 runs provider-priced
ExecutionLocal · not metered1m 17s agent
core-compatibility.legacy-opencode.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 4s
Agent runtime
1m 17s
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_9aa0c0cffc47-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_9aa0c0cffc47-1","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": 52395,
      "outputTokens": 5697,
      "cachedInputTokens": 120576,
      "totalTokens": 178668,
      "reportedCostUsd": 0.008010877,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 77246,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.008010877,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.008010877,
    "complete": true
  },
  "rawUsage": {
    "runs": [
      {
        "runId": "c56a85f3-14d6-47a4-b551-55dcc8859f55",
        "usage": {
          "model": "openrouter/deepseek/deepseek-v4-flash-0731",
          "biller": "openrouter",
          "costUsd": 0.0019592259999999997,
          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 14302,
          "freshSession": true,
          "outputTokens": 1715,
          "sessionReused": false,
          "rawInputTokens": 14302,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
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              "resetReasons": [],
              "nextFingerprint": "v1:sha256:323058ba72688f8e72b1aff3b13c62a6bf6941b3fc05e2aa6e12782457d50afa",
              "changedCategories": [],
              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
              "storedFingerprintPresent": false
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
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                "projectWorkspace",
                "strategy",
                "repo",
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              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:7d051dc191798dec6373367c37f29f0142356f86490fea275b34eb495633f458",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 1715,
          "cachedInputTokens": 45056,
          "taskSessionReused": false,
          "persistedSessionId": "ses_f8e3e5490ffeDnwBUy5KpE2NeW",
          "cacheAdjustedCostUsd": 0.0019592259999999997,
          "rawCachedInputTokens": 45056,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "e49f6819-3a3a-4b0c-bc1c-2376ecf88ee0",
        "usage": {
          "model": "openrouter/deepseek/deepseek-v4-flash-0731",
          "biller": "openrouter",
          "costUsd": 0.00309986,
          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 17178,
          "usageSource": "session_delta",
          "freshSession": false,
          "outputTokens": 1075,
          "sessionReused": true,
          "rawInputTokens": 31480,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:323058ba72688f8e72b1aff3b13c62a6bf6941b3fc05e2aa6e12782457d50afa",
              "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:sha256:7d051dc191798dec6373367c37f29f0142356f86490fea275b34eb495633f458",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 1075,
          "cachedInputTokens": 8704,
          "taskSessionReused": true,
          "persistedSessionId": "ses_f8e3e5490ffeDnwBUy5KpE2NeW",
          "cacheAdjustedCostUsd": 0.00309986,
          "rawCachedInputTokens": 53760,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "a3c93698-cec9-469f-a99c-8f8f16b2a79e",
        "usage": {
          "model": "openrouter/deepseek/deepseek-v4-flash-0731",
          "biller": "openrouter",
          "costUsd": 0.002951791,
          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 20915,
          "freshSession": true,
          "outputTokens": 2907,
          "sessionReused": false,
          "rawInputTokens": 20915,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
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                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [
                "effective run configuration changed: adapter config",
                "forceFreshSession was requested"
              ],
              "nextFingerprint": "v1:sha256:f103fff93fa2978b941c57a037aa45d20cb56ee18c033656a6f431040c85b9fc",
              "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:sha256:7d051dc191798dec6373367c37f29f0142356f86490fea275b34eb495633f458",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 2907,
          "cachedInputTokens": 66816,
          "taskSessionReused": false,
          "persistedSessionId": "ses_f8e3d336effenxCn0UmK7Jzafw",
          "cacheAdjustedCostUsd": 0.002951791,
          "rawCachedInputTokens": 66816,
          "sessionRotationReason": null
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}
Ask mode question passed
Tokens11,740 in · 613 out22,784 cached · 1/1 runs covered
LLM spend$0.0012381/1 runs provider-priced
ExecutionLocal · not metered14s agent
core-compatibility.legacy-opencode.local.ask-question
Matchers and test context
Attempt
1
Duration
37s
Agent runtime
14s
Runtime
legacy
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_c1a0c3c9aa1e-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_c1a0c3c9aa1e-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": 11740,
      "outputTokens": 613,
      "cachedInputTokens": 22784,
      "totalTokens": 35137,
      "reportedCostUsd": 0.0012379840000000001,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 14434,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.0012379840000000001,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.0012379840000000001,
    "complete": true
  },
  "rawUsage": {
    "model": "openrouter/deepseek/deepseek-v4-flash-0731",
    "biller": "openrouter",
    "costUsd": 0.0012379840000000001,
    "provider": "openrouter",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 11740,
    "freshSession": true,
    "outputTokens": 613,
    "sessionReused": false,
    "rawInputTokens": 11740,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:2261ec5c24b9d32bc7bd65e7723347d488f2b9df6371d50eb99a4eaa41419c9d",
        "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:sha256:8bd18a293e0ee82559768996e40033e58e015e1404e7a0fa504224d5dd262b5e",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 613,
    "cachedInputTokens": 22784,
    "taskSessionReused": false,
    "persistedSessionId": "ses_f8e3dffdfffevNBf6yxkDxlTbi",
    "cacheAdjustedCostUsd": 0.0012379840000000001,
    "rawCachedInputTokens": 22784,
    "sessionRotationReason": null
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}
Daytona sandboxdaytona · remote
Basic response passed
Tokens12,884 in · 635 out22,016 cached · 1/1 runs covered
LLM spend$0.0013041/1 runs provider-priced
Execution$0.000793 est.12s agent · 11s lease
core-compatibility.legacy-opencode.daytona.message-marker
Matchers and test context
Attempt
1
Duration
32s
Agent runtime
12s
Environment lease
11s
Runtime
legacy
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_ac1125e69e44-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_ac1125e69e44-1","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": 12884,
      "outputTokens": 635,
      "cachedInputTokens": 22016,
      "totalTokens": 35535,
      "reportedCostUsd": 0.001304016,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 11534,
      "leaseDurationMs": 10668,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0007926324000000001,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.001304016,
    "estimatedRuntimeCostUsd": 0.0007926324000000001,
    "observedAndEstimatedCostUsd": 0.0020966484,
    "complete": true
  },
  "rawUsage": {
    "model": "openrouter/deepseek/deepseek-v4-flash-0731",
    "biller": "openrouter",
    "costUsd": 0.001304016,
    "provider": "openrouter",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 12884,
    "freshSession": true,
    "outputTokens": 635,
    "sessionReused": false,
    "rawInputTokens": 12884,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:5930c54dd2cb9afb771f4dd9867ba4ac090f483090de5c80bf006a64831b50b8",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
        "action": "create",
        "reasons": [],
        "categories": [
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          "strategy",
          "repo",
          "lifecycleCommands",
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        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:a0a48d7fb49d8543a4a66506735a3de6593db57222a71290a2f29a39121353df",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
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        "fingerprintVersion": 1,
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        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 635,
    "cachedInputTokens": 22016,
    "taskSessionReused": false,
    "persistedSessionId": "ses_f8e3df62effejtj4Q2pd45dHc6",
    "cacheAdjustedCostUsd": 0.001304016,
    "rawCachedInputTokens": 22016,
    "sessionRotationReason": null
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}
Plan, revise, accept, implement passed
Tokens46,188 in · 8,931 out235,008 cached · 3/3 runs covered
LLM spend$0.0083703/3 runs provider-priced
Execution$0.006103 est.1m 25s agent · 1m 22s lease
core-compatibility.legacy-opencode.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 13s
Agent runtime
1m 25s
Environment lease
1m 22s
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_2e0a79b1cc8d-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_2e0a79b1cc8d-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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    "llm": {
      "runCount": 3,
      "runsWithTokenUsage": 3,
      "runsWithReportedCost": 3,
      "inputTokens": 46188,
      "outputTokens": 8931,
      "cachedInputTokens": 235008,
      "totalTokens": 290127,
      "reportedCostUsd": 0.008369928,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 84736,
      "leaseDurationMs": 82136,
      "leaseCount": 3,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.006102704800000001,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.008369928,
    "estimatedRuntimeCostUsd": 0.006102704800000001,
    "observedAndEstimatedCostUsd": 0.014472632800000001,
    "complete": true
  },
  "rawUsage": {
    "runs": [
      {
        "runId": "aed8c206-3358-42e5-88ac-386abe5bc8ea",
        "usage": {
          "model": "openrouter/deepseek/deepseek-v4-flash-0731",
          "biller": "openrouter",
          "costUsd": 0.003487727,
          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 13855,
          "freshSession": true,
          "outputTokens": 3860,
          "sessionReused": false,
          "rawInputTokens": 13855,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
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                "issueOverrides",
                "workspaceConfig",
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                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:9f7d7c47530920fb14ab241a3f45cf033c2da4867bd2d9e71b412a3d8c8ce2de",
              "changedCategories": [],
              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
              "storedFingerprintPresent": false
            },
            "version": 1,
            "workspace": {
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              "reasons": [],
              "categories": [
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                "strategy",
                "repo",
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              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:03830ea839cb5ff103b177b1b43023586c9c689aca9e7e8a95e3f7d1701784dd",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
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Ask mode question passed
Tokens34,860 in · 1,516 out73,728 cached · 1/1 runs covered
LLM spend$0.0037181/1 runs provider-priced
Execution$0.001283 est.49s agent · 17s lease
core-compatibility.legacy-opencode.daytona.ask-question
Matchers and test context
Attempt
1
Duration
1m 13s
Agent runtime
49s
Environment lease
17s
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_041d9990278c-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_041d9990278c-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": 34860,
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    },
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      "agentRunDurationMs": 48597,
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      "leaseCount": 1,
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      "memoryGiB": 4,
      "diskGiB": 10,
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Runner Codexnativecodex · gpt-5.6-sol
Isolated locallocal · local
Basic response passed
Tokens14,248 in · 23 out14,042 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
34s
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_83f7d3443c11-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_83f7d3443c11-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 9616,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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    "observedAndEstimatedCostUsd": 0,
    "complete": true
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    "inputTokens": 14248,
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    "freshSession": true,
    "outputTokens": 23,
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    "rawInputTokens": 14248,
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Plan, revise, accept, implement passed
Tokens59,697 in · 552 out52,184 cached · 3/3 runs covered
LLM spend$0.0000003/3 runs provider-priced
ExecutionLocal · not metered38s agent
core-compatibility.runner-codex.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 28s
Agent runtime
38s
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_5a668be72b39-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_5a668be72b39-1","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": 38432,
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          "inputTokens": 16706,
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          "provider": "openai",
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          "inputTokens": 24168,
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          "freshSession": false,
          "outputTokens": 416,
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          "sessionRotated": false,
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              "resetReasons": [],
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          "inputTokens": 18823,
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Ask mode question passed
Tokens13,832 in · 19 out13,658 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
33s
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_f504770a0825-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_f504770a0825-1","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,
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    "runtime": {
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      "agentRunDurationMs": 8480,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
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    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": true
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    "costUsd": 0,
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    "inputTokens": 13832,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 19,
    "sessionReused": false,
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Daytona sandboxdaytona · remote
Basic response passed
Tokens13,934 in · 22 out13,662 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
Execution$0.001360 est.19s agent · 18s lease
core-compatibility.runner-codex.daytona.message-marker
Matchers and test context
Attempt
1
Duration
41s
Agent runtime
19s
Environment lease
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_OK_6ad58660cda1-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_6ad58660cda1-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
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      "cachedInputTokens": 13662,
      "totalTokens": 27618,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 19239,
      "leaseDurationMs": 18305,
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      "memoryGiB": 4,
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      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
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      "pricingUrl": "https://www.daytona.io/pricing"
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    "estimatedRuntimeCostUsd": 0.0013600615,
    "observedAndEstimatedCostUsd": 0.0013600615,
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    "inputTokens": 13934,
    "usageSource": "per_run",
    "freshSession": true,
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    "sessionReused": false,
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    "sessionRotated": false,
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        "resetReasons": [],
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        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
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      "version": 1,
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        "reasons": [],
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Plan, revise, accept, implement passed
Tokens59,923 in · 680 out51,540 cached · 3/3 runs covered
LLM spend$0.0000003/3 runs provider-priced
Execution$0.003898 est.55s agent · 52s lease
core-compatibility.runner-codex.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 35s
Agent runtime
55s
Environment lease
52s
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_d69a7a904547-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_d69a7a904547-1","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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      "totalTokens": 112143,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 55321,
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      "leaseCount": 3,
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              "fingerprintVersion": 1,
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Ask mode question passed
Tokens13,368 in · 20 out13,186 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
Execution$0.001318 est.19s agent · 18s lease
core-compatibility.runner-codex.daytona.ask-question
Matchers and test context
Attempt
1
Duration
47s
Agent runtime
19s
Environment lease
18s
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_0cc75612637a-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_0cc75612637a-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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    "inputTokens": 13368,
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    "outputTokens": 20,
    "sessionReused": false,
    "rawInputTokens": 13368,
    "sessionRotated": false,
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Runner OpenCodenativeopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Basic response passed
Tokens29,709 in · 281 out2,048 cached · 1/1 runs covered
LLM spend$0.0020141/1 runs provider-priced
ExecutionLocal · not metered31s agent
core-compatibility.runner-opencode.local.message-marker
Matchers and test context
Attempt
1
Duration
53s
Agent runtime
31s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_017c18acbff2-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_017c18acbff2-1","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": 0.002014433,
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    },
    "runtime": {
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      "agentRunDurationMs": 30863,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
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    },
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    "inputTokens": 29709,
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    "freshSession": true,
    "outputTokens": 281,
    "sessionReused": false,
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Plan, revise, accept, implement passed
Tokens62,855 in · 2,990 out62,720 cached · 3/3 runs covered
LLM spend$0.0056273/3 runs provider-priced
ExecutionLocal · not metered1m 28s agent
core-compatibility.runner-opencode.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 12s
Agent runtime
1m 28s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_PLAN_DONE_d11041b683ad-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_d11041b683ad-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": 87876,
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      "leaseCount": 0,
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Ask mode question passed
Tokens14,052 in · 273 out16,128 cached · 1/1 runs covered
LLM spend$0.0012211/1 runs provider-priced
ExecutionLocal · not metered28s agent
core-compatibility.runner-opencode.local.ask-question
Matchers and test context
Attempt
1
Duration
54s
Agent runtime
28s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_3c46d5fb6996-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_3c46d5fb6996-1","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
Tokens14,312 in · 435 out17,408 cached · 1/1 runs covered
LLM spend$0.0012871/1 runs provider-priced
Execution$0.002378 est.33s agent · 32s lease
core-compatibility.runner-opencode.daytona.message-marker
Matchers and test context
Attempt
1
Duration
59s
Agent runtime
33s
Environment lease
32s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_a79d4c5f541e-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_a79d4c5f541e-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
Tokens61,110 in · 2,725 out61,696 cached · 3/3 runs covered
LLM spend$0.0054503/3 runs provider-priced
Execution$0.009860 est.2m 15s agent · 2m 13s lease
core-compatibility.runner-opencode.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
3m 8s
Agent runtime
2m 15s
Environment lease
2m 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_PLAN_DONE_06e9875b21fc-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_06e9875b21fc-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
Tokens27,231 in · 422 out2,816 cached · 1/1 runs covered
LLM spend$0.0018911/1 runs provider-priced
Execution$0.002335 est.33s agent · 31s lease
core-compatibility.runner-opencode.daytona.ask-question
Matchers and test context
Attempt
1
Duration
55s
Agent runtime
33s
Environment lease
31s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_a54472bec4c0-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_a54472bec4c0-1","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 · 449 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
40s
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_058e0f5dcdcd-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_058e0f5dcdcd-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
Tokens14 in · 2,664 out0 cached · 2/3 runs covered
LLM spend$0.0000002/3 runs provider-priced
ExecutionLocal · not metered1m 13s agent
core-compatibility.runner-acpx-claude.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 54s
Agent runtime
1m 13s
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_b85a777c1ec1-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_b85a777c1ec1-1","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 · 769 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
40s
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_9b0f0fed3bf7-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_9b0f0fed3bf7-1","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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        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 769,
    "cachedInputTokens": 0,
    "taskSessionReused": false,
    "persistedSessionId": "bed6de1f-4c0a-4656-be1d-3147ca4d1dda",
    "cacheAdjustedCostUsd": 0,
    "rawCachedInputTokens": 0,
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}
Daytona sandboxdaytona · remote
Basic response passed
Tokens6 in · 455 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
Execution$0.002074 est.29s agent · 28s lease
core-compatibility.runner-acpx-claude.daytona.message-marker
Matchers and test context
Attempt
1
Duration
55s
Agent runtime
29s
Environment lease
28s
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_1bfc573c9c8a-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_1bfc573c9c8a-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": 455,
      "cachedInputTokens": 0,
      "totalTokens": 461,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 28631,
      "leaseDurationMs": 27909,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0020736387,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0.0020736387,
    "observedAndEstimatedCostUsd": 0.0020736387,
    "complete": true
  },
  "rawUsage": {
    "model": "claude-sonnet-5",
    "biller": "openai",
    "costUsd": 0,
    "provider": "openai",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 6,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 455,
    "sessionReused": false,
    "rawInputTokens": 6,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:f4175906d72105669fd1962b0d65076f0e897ac85e5f2eb19056e80341f19133",
        "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:sha256:56540aeda657fc46fbb9017778ae9e7a75bab852b5eb8611c58cb2703c24cd5f",
        "workspaceReused": false,
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        "changedCategories": [],
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    },
    "rawOutputTokens": 455,
    "cachedInputTokens": 0,
    "taskSessionReused": false,
    "persistedSessionId": "9b448a7e-f48a-49a7-8eff-c9e24aa655a3",
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}
Plan, revise, accept, implement passed
Tokens14 in · 2,216 out0 cached · 2/3 runs covered
LLM spend$0.0000002/3 runs provider-priced
Execution$0.007109 est.1m 39s agent · 1m 36s lease
core-compatibility.runner-acpx-claude.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 30s
Agent runtime
1m 39s
Environment lease
1m 36s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_PLAN_DONE_0c37226f9e14-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_0c37226f9e14-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
{
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      "runCount": 3,
      "runsWithTokenUsage": 2,
      "runsWithReportedCost": 2,
      "inputTokens": 14,
      "outputTokens": 2216,
      "cachedInputTokens": 0,
      "totalTokens": 2230,
      "reportedCostUsd": 0,
      "costStatus": "partial"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 99489,
      "leaseDurationMs": 95679,
      "leaseCount": 3,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0071089497,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0.0071089497,
    "observedAndEstimatedCostUsd": 0.0071089497,
    "complete": false
  },
  "rawUsage": {
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        "usage": {
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          "biller": "openai",
          "costUsd": 0,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 6,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 796,
          "sessionReused": false,
          "rawInputTokens": 6,
          "sessionRotated": false,
          "configFreshness": {
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              "categories": [
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              "resetReasons": [],
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              "taskSessionAvailable": false,
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          "cachedInputTokens": 0,
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          "cacheAdjustedCostUsd": 0,
          "rawCachedInputTokens": 0,
          "sessionRotationReason": null
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      },
      {
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          "costUsd": 0,
          "provider": "openai",
          "costStatus": "reported",
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          "inputTokens": 0,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 0,
          "sessionReused": true,
          "rawInputTokens": 0,
          "sessionRotated": false,
          "configFreshness": {
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              "resetReasons": [],
              "nextFingerprint": "v1:sha256:41ef8f43716962a526015c6eeb6a997963d4e48674208c7f8a5f679400f4c330",
              "changedCategories": [],
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              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
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              "reasons": [],
              "categories": [
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                "strategy",
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          "rawOutputTokens": 0,
          "cachedInputTokens": 0,
          "taskSessionReused": true,
          "persistedSessionId": "8698427c-819c-4d93-a7f4-60dc3456d502",
          "cacheAdjustedCostUsd": 0,
          "rawCachedInputTokens": 0,
          "sessionRotationReason": null
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      },
      {
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        "usage": {
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          "biller": "openai",
          "costUsd": 0,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 8,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 1420,
          "sessionReused": false,
          "rawInputTokens": 8,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
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              "categories": [
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                "adapterConfig",
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                "issueOverrides",
                "workspaceConfig",
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                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [
                "effective run configuration changed: adapter config",
                "forceFreshSession was requested"
              ],
              "nextFingerprint": "v1:sha256:347ea727c7a80141fa061d1b641a77b56e45e62216a4f0f87fc5f23878d16b76",
              "changedCategories": [
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              ],
              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
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              "reasons": [],
              "categories": [
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                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
                "environment",
                "realization"
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              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:97e63fc80ac113e95aa5f387e9ca898f934ac72b4bc0d3c17d27d82dfe7c5677",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
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              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 1420,
          "cachedInputTokens": 0,
          "taskSessionReused": false,
          "persistedSessionId": "a17ed042-69ef-49b0-9a56-e5087530c3cb",
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}
Ask mode question passed
Tokens6 in · 823 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
Execution$0.002453 est.35s agent · 33s lease
core-compatibility.runner-acpx-claude.daytona.ask-question
Matchers and test context
Attempt
1
Duration
58s
Agent runtime
35s
Environment lease
33s
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_32b0fec80b4c-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_32b0fec80b4c-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
{
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    "llm": {
      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 6,
      "outputTokens": 823,
      "cachedInputTokens": 0,
      "totalTokens": 829,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 34787,
      "leaseDurationMs": 33021,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0024534603,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0.0024534603,
    "observedAndEstimatedCostUsd": 0.0024534603,
    "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": 823,
    "sessionReused": false,
    "rawInputTokens": 6,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
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          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:3f67fa0e3c4f0d3e5620f32143ca429ade8231d8ab14834347cbaf774b21412c",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
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        "reasons": [],
        "categories": [
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          "runtimeServices",
          "environment",
          "realization"
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        "nextFingerprint": "v1:sha256:42474da353d7539815175cd819de28c4be3d236df3fb40d13e595788312ad785",
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    "taskSessionReused": false,
    "persistedSessionId": "89575518-f1c7-470e-9305-304b0b979506",
    "cacheAdjustedCostUsd": 0,
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}
Runner ACPX Codexnativeacpx · gpt-5.6-sol
Isolated locallocal · local
Basic response passed
Tokens0 in · 0 out0 cached · 0/1 runs covered
LLM spendunavailable0/1 runs provider-priced
ExecutionLocal · not metered18s agent
core-compatibility.runner-acpx-codex.local.message-marker
Matchers and test context
Attempt
1
Duration
41s
Agent runtime
18s
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_e5b4a3a149b8-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_e5b4a3a149b8-1","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": 1,
      "runsWithTokenUsage": 0,
      "runsWithReportedCost": 0,
      "inputTokens": 0,
      "outputTokens": 0,
      "cachedInputTokens": 0,
      "totalTokens": 0,
      "reportedCostUsd": 0,
      "costStatus": "unavailable"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 18232,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
  },
  "rawUsage": {
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    "inputTokens": 0,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 0,
    "sessionReused": false,
    "rawInputTokens": 0,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
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          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
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          "envBindings",
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          "runtimeSkills"
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        "resetReasons": [],
        "nextFingerprint": "v1:sha256:575c8e17f7aea3df67fd02e4616ea7946fdcf83c1be5a66ae033facfc3142c43",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
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        "reasons": [],
        "categories": [
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          "environment",
          "realization"
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        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:47d0d06eef12cfb2dfacbde7b15d00ecf6ebeaded3f6bc3e1877b28e7cb07eb1",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
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    "rawOutputTokens": 0,
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    "taskSessionReused": false,
    "persistedSessionId": "01a071c2-537c-7ab0-b41e-047a1ba7e536",
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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 metered51s agent
core-compatibility.runner-acpx-codex.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 41s
Agent runtime
51s
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_da54c55aac40-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_da54c55aac40-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
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      "runsWithReportedCost": 0,
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      "cachedInputTokens": 0,
      "totalTokens": 0,
      "reportedCostUsd": 0,
      "costStatus": "unavailable"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 51234,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
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  "rawUsage": {
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        "usage": {
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Ask mode question passed
Tokens0 in · 0 out0 cached · 0/1 runs covered
LLM spendunavailable0/1 runs provider-priced
ExecutionLocal · not metered18s agent
core-compatibility.runner-acpx-codex.local.ask-question
Matchers and test context
Attempt
1
Duration
37s
Agent runtime
18s
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_6d4084ee2a39-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_6d4084ee2a39-1","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$0.002011 est.28s agent · 27s lease
core-compatibility.runner-acpx-codex.daytona.message-marker
Matchers and test context
Attempt
1
Duration
53s
Agent runtime
28s
Environment lease
27s
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_0ab84d3a1d4a-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_0ab84d3a1d4a-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$0.005511 est.1m 17s agent · 1m 14s lease
core-compatibility.runner-acpx-codex.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 59s
Agent runtime
1m 17s
Environment lease
1m 14s
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_38463c9a99de-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_38463c9a99de-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$0.001799 est.25s agent · 24s lease
core-compatibility.runner-acpx-codex.daytona.ask-question
Matchers and test context
Attempt
1
Duration
48s
Agent runtime
25s
Environment lease
24s
Runtime
native
Provider
acpx
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_24ad2f03b2a5-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_24ad2f03b2a5-1","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 rate100.0%14/14 passed
Tokens1,570,755700,599 input · 14,111 output
Cost$0.2607reported LLM + runtime estimate
Agent time7m 58s0ms 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
Tokens161,441 in · 2,496 out116,298 cached · 2/2 runs covered
LLM spendunpriced0/2 runs provider-priced
ExecutionLocal · not metered20s agent
local-session-integrity.legacy-codex.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
50s
Agent runtime
20s
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_8a1e09697496-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_8a1e09697496-1","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": 116298,
      "totalTokens": 280235,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 20413,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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          "freshSession": true,
          "outputTokens": 998,
          "sessionReused": false,
          "rawInputTokens": 57550,
          "sessionRotated": false,
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Structured question, server restart, answer, resume passed
Tokens324,900 in · 3,249 out266,252 cached · 2/2 runs covered
LLM spendunpriced0/2 runs provider-priced
ExecutionLocal · not metered31s agent
local-session-integrity.legacy-codex.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 19s
Agent runtime
31s
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_204c4257f26d-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_204c4257f26d-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": 30642,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
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    "complete": false
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          "outputTokens": 1977,
          "sessionReused": true,
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Legacy Claudelegacyclaude · claude-sonnet-4-6
Isolated locallocal · local
Structured question, answer, resume passed
Tokens27,782 in · 1,265 out124,825 cached · 2/2 runs covered
LLM spend$0.12472/2 runs provider-priced
ExecutionLocal · not metered33s agent
local-session-integrity.legacy-claude.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 39s
Agent runtime
33s
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_eb5b69be8148-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_eb5b69be8148-1","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": 42026,
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Structured question, server restart, answer, resume passed
Tokens27,560 in · 1,183 out124,838 cached · 2/2 runs covered
LLM spend$0.12322/2 runs provider-priced
ExecutionLocal · not metered33s agent
local-session-integrity.legacy-claude.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
2m 0s
Agent runtime
33s
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_6c620c511d38-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_6c620c511d38-1","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": 124838,
      "totalTokens": 153581,
      "reportedCostUsd": 0.12320840000000001,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 33206,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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Legacy OpenCodelegacyopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Structured question, answer, resume passed
Tokens24,926 in · 2,309 out108,288 cached · 2/2 runs covered
LLM spend$0.0053262/2 runs provider-priced
ExecutionLocal · not metered40s agent
local-session-integrity.legacy-opencode.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 13s
Agent runtime
40s
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_54abe657b1c6-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_54abe657b1c6-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "runsWithReportedCost": 2,
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      "outputTokens": 2309,
      "cachedInputTokens": 108288,
      "totalTokens": 135523,
      "reportedCostUsd": 0.005326078,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 39564,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.005326078,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.005326078,
    "complete": true
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          "provider": "openrouter",
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          "billingType": "unknown",
          "inputTokens": 23964,
          "freshSession": true,
          "outputTokens": 1367,
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          "rawInputTokens": 23964,
          "sessionRotated": false,
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          "usageSource": "session_delta",
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            "version": 1,
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          "rawOutputTokens": 942,
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          "taskSessionReused": true,
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Structured question, server restart, answer, resume passed
Tokens22,105 in · 1,665 out39,168 cached · 2/2 runs covered
LLM spend$0.0037402/2 runs provider-priced
ExecutionLocal · not metered25s agent
local-session-integrity.legacy-opencode.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 11s
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_638addd13ef6-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_638addd13ef6-1","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": 39168,
      "totalTokens": 62938,
      "reportedCostUsd": 0.003739848,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 25006,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.003739848,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.003739848,
    "complete": true
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          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 21179,
          "freshSession": true,
          "outputTokens": 1406,
          "sessionReused": false,
          "rawInputTokens": 21179,
          "sessionRotated": false,
          "configFreshness": {
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          "freshSession": false,
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Runner Codexnativecodex · gpt-5.6-sol
Isolated locallocal · local
Structured question, answer, resume passed
Tokens23,860 in · 26 out23,589 cached · 1/2 runs covered
LLM spend$0.0000001/2 runs provider-priced
ExecutionLocal · not metered17s agent
local-session-integrity.runner-codex.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
53s
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_7c5bdcbb2d05-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_7c5bdcbb2d05-1","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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          "cachedInputTokens": 23589,
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Structured question, server restart, answer, resume passed
Tokens40,319 in · 199 out23,347 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered14s agent
local-session-integrity.runner-codex.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 10s
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_4907ea108297-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_4907ea108297-1","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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      "outputTokens": 199,
      "cachedInputTokens": 23347,
      "totalTokens": 63865,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 14082,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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          "usageSource": "per_run",
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          "outputTokens": 177,
          "sessionReused": false,
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Runner OpenCodenativeopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Structured question, answer, resume passed
Tokens23,723 in · 256 out2,048 cached · 1/2 runs covered
LLM spend$0.0016211/2 runs provider-priced
ExecutionLocal · not metered1m 9s agent
local-session-integrity.runner-opencode.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 46s
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_QUESTION_DONE_1064ba8ca4d0-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_1064ba8ca4d0-1","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": 23723,
      "outputTokens": 256,
      "cachedInputTokens": 2048,
      "totalTokens": 26027,
      "reportedCostUsd": 0.001620843,
      "costStatus": "partial"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 69218,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.001620843,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.001620843,
    "complete": false
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  "rawUsage": {
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        "usage": null
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          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 23723,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 256,
          "sessionReused": true,
          "rawInputTokens": 23723,
          "sessionRotated": false,
          "configFreshness": {
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              "categories": [
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Structured question, server restart, answer, resume passed
Tokens23,971 in · 268 out27,392 cached · 1/2 runs covered
LLM spend$0.0020451/2 runs provider-priced
ExecutionLocal · not metered53s agent
local-session-integrity.runner-opencode.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 51s
Agent runtime
53s
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_62a824723281-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_62a824723281-1","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": 27392,
      "totalTokens": 51631,
      "reportedCostUsd": 0.0020446270000000002,
      "costStatus": "partial"
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    "runtime": {
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      "agentRunDurationMs": 52525,
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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 · 837 out0 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered31s agent
local-session-integrity.runner-acpx-claude.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 8s
Agent runtime
31s
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_599ffec77e02-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_599ffec77e02-1","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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      "inputTokens": 8,
      "outputTokens": 837,
      "cachedInputTokens": 0,
      "totalTokens": 845,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 31422,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
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    "complete": true
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          "inputTokens": 4,
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Structured question, server restart, answer, resume passed
Tokens4 in · 358 out0 cached · 1/2 runs covered
LLM spend$0.0000001/2 runs provider-priced
ExecutionLocal · not metered35s agent
local-session-integrity.runner-acpx-claude.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 32s
Agent runtime
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_QUESTION_DONE_cf72e49ee85b-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_cf72e49ee85b-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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    "runtime": {
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          "rawOutputTokens": 358,
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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 metered33s agent
local-session-integrity.runner-acpx-codex.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 3s
Agent runtime
33s
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_db1739b1d9b2-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_db1739b1d9b2-1","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,
      "totalTokens": 0,
      "reportedCostUsd": 0,
      "costStatus": "unavailable"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 33457,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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    "reportedCostUsd": 0,
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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_29b16495debb-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_29b16495debb-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"
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    "runtime": {
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      "agentRunDurationMs": 43390,
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      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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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
Tokens292,664189,514 input · 2,988 output
Cost$0.0269reported LLM + runtime estimate
Agent time14m 41s0ms lease
Execution10/100 retries · cleanup passed
Configuration matrix4 profiles · 1 environments · 10 selected
Agent profileIsolated locallocal · local
#1 DeepSeek V4 Flash 0731nativeopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Hello and complete passed
Tokens27,066 in · 195 out2,816 cached · 1/1 runs covered
LLM spend$0.0018391/1 runs provider-priced
ExecutionLocal · not metered30s agent
openrouter-model-breadth.openrouter-deepseek-deepseek-v4-flash-0731.local.hello-complete
Matchers and test context
Attempt
1
Duration
55s
Agent runtime
30s
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_37650904e9d0-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_37650904e9d0-1","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": 195,
      "cachedInputTokens": 2816,
      "totalTokens": 30077,
      "reportedCostUsd": 0.001839446,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 30111,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.001839446,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.001839446,
    "complete": true
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    "freshSession": true,
    "outputTokens": 195,
    "sessionReused": false,
    "rawInputTokens": 27066,
    "sessionRotated": false,
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}
Ask, answer, resume passed
Tokens35,369 in · 244 out4,096 cached · 1/2 runs covered
LLM spend$0.0024081/2 runs provider-priced
ExecutionLocal · not metered1m 4s agent
openrouter-model-breadth.openrouter-deepseek-deepseek-v4-flash-0731.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
1m 40s
Agent runtime
1m 4s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_Q_C_86107aba69e9-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_86107aba69e9-1","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": 39709,
      "reportedCostUsd": 0.002408441,
      "costStatus": "partial"
    },
    "runtime": {
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      "agentRunDurationMs": 64023,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
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    "reportedCostUsd": 0.002408441,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.002408441,
    "complete": false
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          "biller": "openai",
          "costUsd": 0.002408441,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 35369,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 244,
          "sessionReused": true,
          "rawInputTokens": 35369,
          "sessionRotated": false,
          "configFreshness": {
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              "categories": [
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              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
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              "reasons": [],
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              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
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          "rawOutputTokens": 244,
          "cachedInputTokens": 4096,
          "taskSessionReused": true,
          "persistedSessionId": "ses_f8e3d61f4ffeXlg61rzntjd2h3",
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#3 Tencent HY 3nativeopencode · openrouter/tencent/hy3
Isolated locallocal · local
Hello and complete passed
Tokens28,933 in · 190 out512 cached · 1/1 runs covered
LLM spend$0.0039361/1 runs provider-priced
ExecutionLocal · not metered30s agent
openrouter-model-breadth.openrouter-tencent-hy3.local.hello-complete
Matchers and test context
Attempt
1
Duration
53s
Agent runtime
30s
Runtime
native
Provider
opencode
Model
openrouter/tencent/hy3
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_H_85e0f50758c7-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_85e0f50758c7-1","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": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 28933,
      "outputTokens": 190,
      "cachedInputTokens": 512,
      "totalTokens": 29635,
      "reportedCostUsd": 0.0039363720000000005,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 30409,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.0039363720000000005,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.0039363720000000005,
    "complete": true
  },
  "rawUsage": {
    "model": "openrouter/tencent/hy3",
    "biller": "openai",
    "costUsd": 0.0039363720000000005,
    "provider": "openai",
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    "billingType": "unknown",
    "inputTokens": 28933,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 190,
    "sessionReused": false,
    "rawInputTokens": 28933,
    "sessionRotated": false,
    "configFreshness": {
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        "resetReasons": [],
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        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
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Ask, answer, resume passed
Tokens19,135 in · 290 out39,360 cached · 1/2 runs covered
LLM spend$0.0039781/2 runs provider-priced
ExecutionLocal · not metered1m 8s agent
openrouter-model-breadth.openrouter-tencent-hy3.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
1m 43s
Agent runtime
1m 8s
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_b3a404f58542-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_b3a404f58542-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
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      "totalTokens": 58785,
      "reportedCostUsd": 0.00397782,
      "costStatus": "partial"
    },
    "runtime": {
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      "agentRunDurationMs": 68443,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
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          "sessionReused": true,
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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
Tokens16,096 in · 224 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered2m 6s agent
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.hello-complete
Matchers and test context
Attempt
1
Duration
2m 29s
Agent runtime
2m 6s
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_e43523cb7524-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_e43523cb7524-1","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": 16096,
      "outputTokens": 224,
      "cachedInputTokens": 0,
      "totalTokens": 16320,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 125800,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
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    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": true
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    "costStatus": "reported",
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    "inputTokens": 16096,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 224,
    "sessionReused": false,
    "rawInputTokens": 16096,
    "sessionRotated": false,
    "configFreshness": {
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    "cachedInputTokens": 0,
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Ask, answer, resume passed
Tokens21,471 in · 195 out0 cached · 1/2 runs covered
LLM spend$0.0000001/2 runs provider-priced
ExecutionLocal · not metered2m 35s agent
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
3m 6s
Agent runtime
2m 35s
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_1f877b8a2b1b-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_1f877b8a2b1b-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,
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    "runtime": {
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      "leaseCount": 0,
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          "sessionRotated": false,
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Plan, approve, complete passed
Tokens41,423 in · 1,025 out12,960 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered4m 27s agent
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.plan-approve-complete
Matchers and test context
Attempt
1
Duration
4m 56s
Agent runtime
4m 27s
Runtime
native
Provider
opencode
Model
openrouter/nvidia/nemotron-3-ultra-550b-a55b:free
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_P_OK_93f98dec2409-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_P_OK_93f98dec2409-1","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,
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    "complete": true
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#5 GPT-5.6 Lunanativeopencode · openrouter/openai/gpt-5.6-luna
Isolated locallocal · local
Hello and complete passed
Tokens6 in · 119 out11,279 cached · 1/1 runs covered
LLM spend$0.0032201/1 runs provider-priced
ExecutionLocal · not metered23s agent
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.hello-complete
Matchers and test context
Attempt
1
Duration
45s
Agent runtime
23s
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_566d6d3b7bda-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_566d6d3b7bda-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 · 125 out15,912 cached · 1/2 runs covered
LLM spend$0.0044791/2 runs provider-priced
ExecutionLocal · not metered1m 6s agent
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
1m 42s
Agent runtime
1m 6s
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_639d86a9b9f2-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_639d86a9b9f2-1","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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      "leaseCount": 0,
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Plan, approve, complete passed
Tokens9 in · 381 out13,227 cached · 2/2 runs covered
LLM spend$0.0070242/2 runs provider-priced
ExecutionLocal · not metered52s agent
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.plan-approve-complete
Matchers and test context
Attempt
1
Duration
1m 25s
Agent runtime
52s
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_89167073c43c-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_P_OK_89167073c43c-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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      "leaseDurationMs": null,
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    "observedAndEstimatedCostUsd": 0.00702379,
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