Paperclip Quality engineering · Runner acceptance

Full-stack acceptance campaign

Runner Full-Stack E2E

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

66/66Passed
0Failed
80m 49sTest time
2,775,931Input tokens
75,875Output tokens
3,692,950Cached tokens
$1.1891LLM reported subtotal
$0.0637Daytona list estimate
45m 34sAgent execution time
14m 17sDaytona lease time
75/114Runs 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
Tokens4,263,6441,647,446 input · 56,606 output
Cost$0.9563reported LLM + runtime estimate
Agent time27m 24s14m 17s 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
Tokens78,121 in · 1,077 out56,242 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_71ca27b2e8bd-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_71ca27b2e8bd-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": 78121,
      "outputTokens": 1077,
      "cachedInputTokens": 56242,
      "totalTokens": 135440,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 15546,
      "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": 78121,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 1077,
    "sessionReused": false,
    "rawInputTokens": 78121,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:940a03684458bedf37b4f4b8186cf0e0b8b25e27a23c822aabfe3dd853e34bf7",
        "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:sha256:6dc583f7a6b00568c7eace0c6c69c73ff1218d45cac71852d4f0d4a8b8d26812",
        "workspaceReused": false,
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    "rawCachedInputTokens": 56242,
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Plan, revise, accept, implement passed
Tokens272,760 in · 5,381 out202,892 cached · 3/3 runs covered
LLM spendunpriced0/3 runs provider-priced
ExecutionLocal · not metered48s agent
core-compatibility.legacy-codex.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 36s
Agent runtime
48s
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_b02dfb231d19-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_b02dfb231d19-1","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": 272760,
      "outputTokens": 5381,
      "cachedInputTokens": 202892,
      "totalTokens": 481033,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 47946,
      "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": 57664,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 1248,
          "sessionReused": false,
          "rawInputTokens": 57664,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
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                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:1e87d69ff934f9ceb0e928aaf711ea92d8dfe471607db9072c4ec46af6d0ea09",
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              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
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            },
            "version": 1,
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              "reasons": [],
              "categories": [
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          },
          "rawOutputTokens": 1248,
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          "taskSessionReused": false,
          "persistedSessionId": "01a07029-85c8-7b63-a55a-c821996baff3",
          "rawCachedInputTokens": 35709,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "0fb4ecbe-da49-44a5-85c2-958571a274ec",
        "usage": {
          "model": "gpt-5.6-sol",
          "biller": "openai",
          "provider": "openai",
          "costStatus": "unpriced",
          "billingType": "metered_api",
          "inputTokens": 155353,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 3436,
          "sessionReused": true,
          "rawInputTokens": 155353,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
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              "categories": [
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                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:1e87d69ff934f9ceb0e928aaf711ea92d8dfe471607db9072c4ec46af6d0ea09",
              "changedCategories": [],
              "taskSessionReused": true,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
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              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:640f7d4aa175f6b21f14799cfa83988e66a48a550abd4ef48371987abb00f7f4",
              "workspaceReused": false,
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              "changedCategories": [],
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              "fingerprintVersion": 1,
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              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 3436,
          "cachedInputTokens": 129676,
          "taskSessionReused": true,
          "persistedSessionId": "01a07029-85c8-7b63-a55a-c821996baff3",
          "rawCachedInputTokens": 129676,
          "sessionRotationReason": null
        }
      },
      {
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        "usage": {
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          "biller": "openai",
          "provider": "openai",
          "costStatus": "unpriced",
          "billingType": "metered_api",
          "inputTokens": 59743,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 697,
          "sessionReused": false,
          "rawInputTokens": 59743,
          "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:db1addccb7dc3d15f2f0811656b9e21dc872a7c5982ce05b6e24a0c71cbf6860",
              "changedCategories": [
                "adapterConfig"
              ],
              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
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                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
                "environment",
                "realization"
              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:640f7d4aa175f6b21f14799cfa83988e66a48a550abd4ef48371987abb00f7f4",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
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              "fingerprintVersion": 1,
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              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 697,
          "cachedInputTokens": 37507,
          "taskSessionReused": false,
          "persistedSessionId": "01a0702a-7909-7e52-a35d-d7f0bb2a5545",
          "rawCachedInputTokens": 37507,
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}
Ask mode question passed
Tokens72,696 in · 1,020 out50,662 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
ExecutionLocal · not metered19s agent
core-compatibility.legacy-codex.local.ask-question
Matchers and test context
Attempt
1
Duration
41s
Agent runtime
19s
Runtime
legacy
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_52a8bcde1cb3-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_52a8bcde1cb3-1","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": 72696,
      "outputTokens": 1020,
      "cachedInputTokens": 50662,
      "totalTokens": 124378,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 18801,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
  },
  "rawUsage": {
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    "provider": "openai",
    "costStatus": "unpriced",
    "billingType": "metered_api",
    "inputTokens": 72696,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 1020,
    "sessionReused": false,
    "rawInputTokens": 72696,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
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        "categories": [
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          "adapterConfig",
          "agentRuntimeConfig",
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          "issueOverrides",
          "workspaceConfig",
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          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:10f7d42d08bac7da19a57ee30a9b7a20d85baa8714abcd2d243d736a298c4a81",
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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:sha256:89279c70ce8bf7086e8edb7ffff7f18702fd2347728b2a634ac96fd0898210d3",
        "workspaceReused": false,
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    "cachedInputTokens": 50662,
    "taskSessionReused": false,
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Daytona sandboxdaytona · remote
Basic response passed
Tokens55,374 in · 483 out33,809 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
Execution$0.000785 est.11s agent · 11s lease
core-compatibility.legacy-codex.daytona.message-marker
Matchers and test context
Attempt
1
Duration
31s
Agent runtime
11s
Environment lease
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_OK_550548a62eb0-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_550548a62eb0-1","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": 33809,
      "totalTokens": 89666,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 11495,
      "leaseDurationMs": 10561,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0007846823,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
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    "inputTokens": 55374,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 483,
    "sessionReused": false,
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    "sessionRotated": false,
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      },
      "version": 1,
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Plan, revise, accept, implement passed
Tokens336,829 in · 4,420 out262,290 cached · 3/3 runs covered
LLM spendunpriced0/3 runs provider-priced
Execution$0.004886 est.1m 9s agent · 1m 6s lease
core-compatibility.legacy-codex.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 49s
Agent runtime
1m 9s
Environment lease
1m 6s
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_252223bc12d5-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_252223bc12d5-1","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": 262290,
      "totalTokens": 603539,
      "reportedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 68686,
      "leaseDurationMs": 65755,
      "leaseCount": 3,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0048855965,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
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    "observedAndEstimatedCostUsd": 0.0048855965,
    "complete": false
  },
  "rawUsage": {
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Ask mode question passed
Tokens56,761 in · 805 out33,874 cached · 1/1 runs covered
LLM spendunpriced0/1 runs provider-priced
Execution$0.000970 est.14s agent · 13s lease
core-compatibility.legacy-codex.daytona.ask-question
Matchers and test context
Attempt
1
Duration
33s
Agent runtime
14s
Environment lease
13s
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_6326da524122-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_6326da524122-1","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
Tokens27,178 in · 292 out21,392 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
34s
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_aa5e5f07bfaa-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_aa5e5f07bfaa-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
Tokens63,488 in · 3,244 out282,550 cached · 3/3 runs covered
LLM spend$0.26773/3 runs provider-priced
ExecutionLocal · not metered1m 16s agent
core-compatibility.legacy-claude.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 2s
Agent runtime
1m 16s
Runtime
legacy
Provider
claude
Model
claude-sonnet-4-6
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
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Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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          "rawOutputTokens": 474,
          "cachedInputTokens": 61368,
          "taskSessionReused": false,
          "persistedSessionId": "06db89af-0904-4222-90ed-cd9e99882b41",
          "cacheAdjustedCostUsd": 0.06961215,
          "rawCachedInputTokens": 61368,
          "sessionRotationReason": null
        }
      }
    ]
  }
}
Ask mode question passed
Tokens11,459 in · 260 out36,963 cached · 1/1 runs covered
LLM spend$0.04681/1 runs provider-priced
ExecutionLocal · not metered11s agent
core-compatibility.legacy-claude.local.ask-question
Matchers and test context
Attempt
1
Duration
35s
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_fa8272ec43df-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_fa8272ec43df-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": 11459,
      "outputTokens": 260,
      "cachedInputTokens": 36963,
      "totalTokens": 48682,
      "reportedCostUsd": 0.04680465,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 10999,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.04680465,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.04680465,
    "complete": true
  },
  "rawUsage": {
    "model": "claude-sonnet-4-6",
    "biller": "anthropic",
    "costUsd": 0.04680465,
    "provider": "anthropic",
    "costStatus": "reported",
    "billingType": "metered_api",
    "inputTokens": 11459,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 260,
    "sessionReused": false,
    "rawInputTokens": 11459,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:5c8b8bad77530d7b8e3eebcd5964099ffa0755c60e756fbb79e57f2674a399df",
        "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:sha256:91a9d7b7765ffc57e5b2a017090cc2898d5dee9a1ebe88951d624075e395a9c1",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 260,
    "cachedInputTokens": 36963,
    "taskSessionReused": false,
    "persistedSessionId": "468e5376-09b8-4ef3-a598-504ae08efb10",
    "cacheAdjustedCostUsd": 0.04680465,
    "rawCachedInputTokens": 36963,
    "sessionRotationReason": null
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}
Daytona sandboxdaytona · remote
Basic response passed
Tokens11,574 in · 337 out57,489 cached · 1/1 runs covered
LLM spend$0.05431/1 runs provider-priced
Execution$0.000992 est.15s agent · 13s lease
core-compatibility.legacy-claude.daytona.message-marker
Matchers and test context
Attempt
1
Duration
39s
Agent runtime
15s
Environment lease
13s
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_314a2c69679d-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_314a2c69679d-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": 11574,
      "outputTokens": 337,
      "cachedInputTokens": 57489,
      "totalTokens": 69400,
      "reportedCostUsd": 0.05432795000000001,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 15084,
      "leaseDurationMs": 13356,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0009923508,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.05432795000000001,
    "estimatedRuntimeCostUsd": 0.0009923508,
    "observedAndEstimatedCostUsd": 0.05532030080000001,
    "complete": true
  },
  "rawUsage": {
    "model": "claude-sonnet-4-6",
    "biller": "anthropic",
    "costUsd": 0.05432795000000001,
    "provider": "anthropic",
    "costStatus": "reported",
    "billingType": "metered_api",
    "inputTokens": 11574,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 337,
    "sessionReused": false,
    "rawInputTokens": 11574,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:78af952d394122d1557f8a0a46e4c99e584d6aa2e078da271e4e13233b94ecc8",
        "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:sha256:10c746eae8f4e30017ba21f731fd7ef0efa5b8405efa8903b8a20bf640197309",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 337,
    "cachedInputTokens": 57489,
    "taskSessionReused": false,
    "persistedSessionId": "60109770-8e92-4ba0-afcb-9ccea7af7eb2",
    "cacheAdjustedCostUsd": 0.05432795000000001,
    "rawCachedInputTokens": 57489,
    "sessionRotationReason": null
  }
}
Plan, revise, accept, implement passed
Tokens68,920 in · 2,986 out233,879 cached · 3/3 runs covered
LLM spend$0.30223/3 runs provider-priced
Execution$0.005390 est.1m 37s agent · 1m 13s lease
core-compatibility.legacy-claude.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 16s
Agent runtime
1m 37s
Environment lease
1m 13s
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_209b84d409dc-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_209b84d409dc-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": 68920,
      "outputTokens": 2986,
      "cachedInputTokens": 233879,
      "totalTokens": 305785,
      "reportedCostUsd": 0.30223645,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 97268,
      "leaseDurationMs": 72539,
      "leaseCount": 3,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0053896477,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.30223645,
    "estimatedRuntimeCostUsd": 0.0053896477,
    "observedAndEstimatedCostUsd": 0.3076260977,
    "complete": true
  },
  "rawUsage": {
    "runs": [
      {
        "runId": "35b38c62-07c0-4247-b47c-e325a415343f",
        "usage": {
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          "biller": "anthropic",
          "costUsd": 0.15729945,
          "provider": "anthropic",
          "costStatus": "reported",
          "billingType": "metered_api",
          "inputTokens": 35905,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 1373,
          "sessionReused": false,
          "rawInputTokens": 35905,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
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                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:aa1dda88eb5bd209f29acd8473bab0edc0ef448edfc02cf0bbe306779066fc8e",
              "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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                "environment",
                "realization"
              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:28a3282a9e83c0edbcacf222284469e541e6aa6c577f36f1f60aa97f0c8d1045",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 1373,
          "cachedInputTokens": 110809,
          "taskSessionReused": false,
          "persistedSessionId": "7de7d7a7-ce64-45af-99f0-cec66c2aceaa",
          "cacheAdjustedCostUsd": 0.15729945,
          "rawCachedInputTokens": 110809,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "036dc00a-9de7-4eb4-82be-177a1700dcf5",
        "usage": {
          "model": "claude-sonnet-4-6",
          "biller": "anthropic",
          "costUsd": 0.09011639999999999,
          "provider": "anthropic",
          "costStatus": "reported",
          "billingType": "metered_api",
          "inputTokens": 19241,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 1314,
          "sessionReused": true,
          "rawInputTokens": 19241,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
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                "envBindings",
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                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:aa1dda88eb5bd209f29acd8473bab0edc0ef448edfc02cf0bbe306779066fc8e",
              "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:sha256:28a3282a9e83c0edbcacf222284469e541e6aa6c577f36f1f60aa97f0c8d1045",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 1314,
          "cachedInputTokens": 85343,
          "taskSessionReused": true,
          "persistedSessionId": "b0bef562-80ce-458e-9820-400a258c837c",
          "cacheAdjustedCostUsd": 0.09011639999999999,
          "rawCachedInputTokens": 85343,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "92622639-0fae-4f23-81e1-6b796426db8c",
        "usage": {
          "model": "claude-sonnet-4-6",
          "biller": "anthropic",
          "costUsd": 0.0548206,
          "provider": "anthropic",
          "costStatus": "reported",
          "billingType": "metered_api",
          "inputTokens": 13774,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 299,
          "sessionReused": false,
          "rawInputTokens": 13774,
          "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:sha256:28512de8411db8c02f1b3cef60f92a20821dfaad372f1124a87e45f159400306",
              "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:sha256:28a3282a9e83c0edbcacf222284469e541e6aa6c577f36f1f60aa97f0c8d1045",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 299,
          "cachedInputTokens": 37727,
          "taskSessionReused": false,
          "persistedSessionId": "de2dbd7c-34e8-40c1-a565-844587b1145d",
          "cacheAdjustedCostUsd": 0.0548206,
          "rawCachedInputTokens": 37727,
          "sessionRotationReason": null
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}
Ask mode question passed
Tokens15,820 in · 502 out78,884 cached · 1/1 runs covered
LLM spend$0.06751/1 runs provider-priced
Execution$0.001614 est.23s agent · 22s lease
core-compatibility.legacy-claude.daytona.ask-question
Matchers and test context
Attempt
1
Duration
47s
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_d1d7974808e5-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_d1d7974808e5-1","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": {
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      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 15820,
      "outputTokens": 502,
      "cachedInputTokens": 78884,
      "totalTokens": 95206,
      "reportedCostUsd": 0.06753395000000001,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 23072,
      "leaseDurationMs": 21723,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0016140189,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.06753395000000001,
    "estimatedRuntimeCostUsd": 0.0016140189,
    "observedAndEstimatedCostUsd": 0.06914796890000001,
    "complete": true
  },
  "rawUsage": {
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    "biller": "anthropic",
    "costUsd": 0.06753395000000001,
    "provider": "anthropic",
    "costStatus": "reported",
    "billingType": "metered_api",
    "inputTokens": 15820,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 502,
    "sessionReused": false,
    "rawInputTokens": 15820,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:4cb8b65858b9548658bbfb1eb63f88fba0e916c0395bd7f5b1efc3afd18c42d7",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
        "action": "create",
        "reasons": [],
        "categories": [
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          "projectWorkspace",
          "strategy",
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          "lifecycleCommands",
          "runtimeServices",
          "environment",
          "realization"
        ],
        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:d9350d6d0c66fd481a401c6fac0e51b1426a094670d80d29ff596d7d7c60062c",
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        "changedCategories": [],
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        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 502,
    "cachedInputTokens": 78884,
    "taskSessionReused": false,
    "persistedSessionId": "e7a42032-bfa7-41ec-b7be-5e32e148a2b7",
    "cacheAdjustedCostUsd": 0.06753395000000001,
    "rawCachedInputTokens": 78884,
    "sessionRotationReason": null
  }
}
Legacy OpenCodelegacyopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Basic response passed
Tokens14,691 in · 561 out23,808 cached · 1/1 runs covered
LLM spend$0.0014371/1 runs provider-priced
ExecutionLocal · not metered14s agent
core-compatibility.legacy-opencode.local.message-marker
Matchers and test context
Attempt
1
Duration
39s
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":"PAPERCLIP_E2E_OK_4ae2342175df-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_4ae2342175df-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": 14691,
      "outputTokens": 561,
      "cachedInputTokens": 23808,
      "totalTokens": 39060,
      "reportedCostUsd": 0.0014368229999999998,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 14318,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.0014368229999999998,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.0014368229999999998,
    "complete": true
  },
  "rawUsage": {
    "model": "openrouter/deepseek/deepseek-v4-flash-0731",
    "biller": "openrouter",
    "costUsd": 0.0014368229999999998,
    "provider": "openrouter",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 14691,
    "freshSession": true,
    "outputTokens": 561,
    "sessionReused": false,
    "rawInputTokens": 14691,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:0bb8b3274f8812dfbf4a7117801a35b98319dcb452dd4f5eab844d03c7a1949b",
        "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:sha256:67f19abfbfb36e9f912baf0d5e57ac87790e1007edef82f75e5be5a7b35bb965",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 561,
    "cachedInputTokens": 23808,
    "taskSessionReused": false,
    "persistedSessionId": "ses_f8fd6632cffef5d5eexWH7VS84",
    "cacheAdjustedCostUsd": 0.0014368229999999998,
    "rawCachedInputTokens": 23808,
    "sessionRotationReason": null
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}
Plan, revise, accept, implement passed
Tokens63,678 in · 9,062 out288,512 cached · 3/3 runs covered
LLM spend$0.01393/3 runs provider-priced
ExecutionLocal · not metered1m 19s agent
core-compatibility.legacy-opencode.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 9s
Agent runtime
1m 19s
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_c2d9f64d0d3a-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_c2d9f64d0d3a-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": 63678,
      "outputTokens": 9062,
      "cachedInputTokens": 288512,
      "totalTokens": 361252,
      "reportedCostUsd": 0.013924513,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 79412,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.013924513,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.013924513,
    "complete": true
  },
  "rawUsage": {
    "runs": [
      {
        "runId": "a0eb68ff-bd18-4038-8a6d-c59011184ea9",
        "usage": {
          "model": "openrouter/deepseek/deepseek-v4-flash-0731",
          "biller": "openrouter",
          "costUsd": 0.003977291,
          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 33259,
          "freshSession": true,
          "outputTokens": 2440,
          "sessionReused": false,
          "rawInputTokens": 33259,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:0ac66c2e86dc957446784e06a84968e5ee33784d261742987ab83815224ece09",
              "changedCategories": [],
              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
              "storedFingerprintPresent": false
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
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                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
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                "environment",
                "realization"
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              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:1ba5020d11968f083186df6c31cdc4ae744690ad5d9f4e8252e76b9d78c29aa9",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 2440,
          "cachedInputTokens": 86016,
          "taskSessionReused": false,
          "persistedSessionId": "ses_f8fd65280ffeziWtB3P3Vt9OuL",
          "cacheAdjustedCostUsd": 0.003977291,
          "rawCachedInputTokens": 86016,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "a1f814ef-54ef-4c50-94c0-8056cdd6764b",
        "usage": {
          "model": "openrouter/deepseek/deepseek-v4-flash-0731",
          "biller": "openrouter",
          "costUsd": 0.006294106,
          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 1995,
          "usageSource": "session_delta",
          "freshSession": false,
          "outputTokens": 2189,
          "sessionReused": true,
          "rawInputTokens": 35254,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:0ac66c2e86dc957446784e06a84968e5ee33784d261742987ab83815224ece09",
              "changedCategories": [],
              "taskSessionReused": true,
              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
              "action": "create",
              "reasons": [],
              "categories": [
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                "projectWorkspace",
                "strategy",
                "repo",
                "lifecycleCommands",
                "runtimeServices",
                "environment",
                "realization"
              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:1ba5020d11968f083186df6c31cdc4ae744690ad5d9f4e8252e76b9d78c29aa9",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 2189,
          "cachedInputTokens": 139520,
          "taskSessionReused": true,
          "persistedSessionId": "ses_f8fd65280ffeziWtB3P3Vt9OuL",
          "cacheAdjustedCostUsd": 0.006294106,
          "rawCachedInputTokens": 225536,
          "sessionRotationReason": null
        }
      },
      {
        "runId": "19d5ae60-5066-4ce0-81a0-2befe3562178",
        "usage": {
          "model": "openrouter/deepseek/deepseek-v4-flash-0731",
          "biller": "openrouter",
          "costUsd": 0.003653116,
          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 28424,
          "freshSession": true,
          "outputTokens": 4433,
          "sessionReused": false,
          "rawInputTokens": 28424,
          "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:faa9d411c55af7b0bf7541ea8e554a57af8c7aa960139d221c4647c4bfdc9d37",
              "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:sha256:1ba5020d11968f083186df6c31cdc4ae744690ad5d9f4e8252e76b9d78c29aa9",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 4433,
          "cachedInputTokens": 62976,
          "taskSessionReused": false,
          "persistedSessionId": "ses_f8fd54240ffe8hPPQLByoV8C94",
          "cacheAdjustedCostUsd": 0.003653116,
          "rawCachedInputTokens": 62976,
          "sessionRotationReason": null
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    ]
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}
Ask mode question passed
Tokens17,508 in · 461 out3,584 cached · 1/1 runs covered
LLM spend$0.0012781/1 runs provider-priced
ExecutionLocal · not metered11s agent
core-compatibility.legacy-opencode.local.ask-question
Matchers and test context
Attempt
1
Duration
34s
Agent runtime
11s
Runtime
legacy
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_da5948f529ac-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_da5948f529ac-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": 17508,
      "outputTokens": 461,
      "cachedInputTokens": 3584,
      "totalTokens": 21553,
      "reportedCostUsd": 0.001278344,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 11431,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.001278344,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.001278344,
    "complete": true
  },
  "rawUsage": {
    "model": "openrouter/deepseek/deepseek-v4-flash-0731",
    "biller": "openrouter",
    "costUsd": 0.001278344,
    "provider": "openrouter",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 17508,
    "freshSession": true,
    "outputTokens": 461,
    "sessionReused": false,
    "rawInputTokens": 17508,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:124be5e1930282d58da36569ef8e71ecdbe7a1cedfb4f51b280fcc059c1c574d",
        "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:ef2596b646ee4be54af4c8b4e3e5bf62f7e59cd902b35fac33895bdc2590e929",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 461,
    "cachedInputTokens": 3584,
    "taskSessionReused": false,
    "persistedSessionId": "ses_f8fd61752ffeTWc0oobQjUhBlQ",
    "cacheAdjustedCostUsd": 0.001278344,
    "rawCachedInputTokens": 3584,
    "sessionRotationReason": null
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}
Daytona sandboxdaytona · remote
Basic response passed
Tokens6,994 in · 493 out26,112 cached · 1/1 runs covered
LLM spend$0.0009611/1 runs provider-priced
Execution$0.000651 est.11s agent · 9s lease
core-compatibility.legacy-opencode.daytona.message-marker
Matchers and test context
Attempt
1
Duration
35s
Agent runtime
11s
Environment lease
9s
Runtime
legacy
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_944c6b4a5ed7-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_944c6b4a5ed7-1","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": 6994,
      "outputTokens": 493,
      "cachedInputTokens": 26112,
      "totalTokens": 33599,
      "reportedCostUsd": 0.000961142,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 10541,
      "leaseDurationMs": 8766,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0006513138,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.000961142,
    "estimatedRuntimeCostUsd": 0.0006513138,
    "observedAndEstimatedCostUsd": 0.0016124557999999999,
    "complete": true
  },
  "rawUsage": {
    "model": "openrouter/deepseek/deepseek-v4-flash-0731",
    "biller": "openrouter",
    "costUsd": 0.000961142,
    "provider": "openrouter",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 6994,
    "freshSession": true,
    "outputTokens": 493,
    "sessionReused": false,
    "rawInputTokens": 6994,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:b240f1aa586045b79b8167af7e4a146ddc10963e32c6c4b78ac67886ecf71a77",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
        "action": "create",
        "reasons": [],
        "categories": [
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          "projectWorkspace",
          "strategy",
          "repo",
          "lifecycleCommands",
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          "environment",
          "realization"
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        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:905852e6dffe49ffa3b942b7b8566173d05135a472dadce4ec800d6c2daa1481",
        "workspaceReused": false,
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        "changedCategories": [],
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        "fingerprintVersion": 1,
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        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 493,
    "cachedInputTokens": 26112,
    "taskSessionReused": false,
    "persistedSessionId": "ses_f8fd63fc6ffe2egJcssE32DcXK",
    "cacheAdjustedCostUsd": 0.000961142,
    "rawCachedInputTokens": 26112,
    "sessionRotationReason": null
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}
Plan, revise, accept, implement passed
Tokens85,296 in · 10,676 out584,192 cached · 3/3 runs covered
LLM spend$0.01683/3 runs provider-priced
Execution$0.007124 est.1m 39s agent · 1m 36s lease
core-compatibility.legacy-opencode.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 31s
Agent runtime
1m 39s
Environment lease
1m 36s
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_c7192c9f230a-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_c7192c9f230a-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
{
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      "runCount": 3,
      "runsWithTokenUsage": 3,
      "runsWithReportedCost": 3,
      "inputTokens": 85296,
      "outputTokens": 10676,
      "cachedInputTokens": 584192,
      "totalTokens": 680164,
      "reportedCostUsd": 0.016812992,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 99489,
      "leaseDurationMs": 95888,
      "leaseCount": 3,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0071244784,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0.016812992,
    "estimatedRuntimeCostUsd": 0.0071244784,
    "observedAndEstimatedCostUsd": 0.0239374704,
    "complete": true
  },
  "rawUsage": {
    "runs": [
      {
        "runId": "8e6ed8b2-b88e-465d-a701-65817026d280",
        "usage": {
          "model": "openrouter/deepseek/deepseek-v4-flash-0731",
          "biller": "openrouter",
          "costUsd": 0.004348886,
          "provider": "openrouter",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 29902,
          "freshSession": true,
          "outputTokens": 2986,
          "sessionReused": false,
          "rawInputTokens": 29902,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
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                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
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                "runtimeSkills"
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              "resetReasons": [],
              "nextFingerprint": "v1:sha256:916f5dd8ab7682ff24e1595c8fa61091ce307ff68ae293b36a6298c2fecee631",
              "changedCategories": [],
              "taskSessionReused": false,
              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
              "storedFingerprintPresent": false
            },
            "version": 1,
            "workspace": {
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              "reasons": [],
              "categories": [
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              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:ee3588dad8b237763451c6fd259b6828d32d0356808b3c92e05f687720fb71f2",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
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              "fingerprintVersion": 1,
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Ask mode question passed
Tokens5,026 in · 815 out26,624 cached · 1/1 runs covered
LLM spend$0.0008991/1 runs provider-priced
Execution$0.000817 est.12s agent · 11s lease
core-compatibility.legacy-opencode.daytona.ask-question
Matchers and test context
Attempt
1
Duration
38s
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":"E2E_ASK_12_f372c47a9af6-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_f372c47a9af6-1","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": 5026,
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      "reportedCostUsd": 0.000899374,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 12260,
      "leaseDurationMs": 10996,
      "leaseCount": 1,
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      "diskGiB": 10,
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      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
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    "freshSession": true,
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Runner Codexnativecodex · gpt-5.6-sol
Isolated locallocal · local
Basic response passed
Tokens14,121 in · 21 out13,950 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered8s agent
core-compatibility.runner-codex.local.message-marker
Matchers and test context
Attempt
1
Duration
29s
Agent runtime
8s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_29f97852bebc-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_29f97852bebc-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
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      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 8175,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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    "complete": true
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    "freshSession": true,
    "outputTokens": 21,
    "sessionReused": false,
    "rawInputTokens": 14121,
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Plan, revise, accept, implement passed
Tokens57,159 in · 1,172 out49,928 cached · 3/3 runs covered
LLM spend$0.0000003/3 runs provider-priced
ExecutionLocal · not metered32s agent
core-compatibility.runner-codex.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 12s
Agent runtime
32s
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_f3738576ce79-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_f3738576ce79-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 32318,
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      "leaseCount": 0,
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          "inputTokens": 16091,
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          "provider": "openai",
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          "inputTokens": 23878,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 561,
          "sessionReused": true,
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          "sessionRotated": false,
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Ask mode question passed
Tokens13,847 in · 20 out13,619 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered14s agent
core-compatibility.runner-codex.local.ask-question
Matchers and test context
Attempt
1
Duration
37s
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":"E2E_ASK_12_5f66322aa169-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_5f66322aa169-1","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": 13767,
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      "leaseCount": 0,
      "costStatus": "not_metered",
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    "observedAndEstimatedCostUsd": 0,
    "complete": true
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    "inputTokens": 13847,
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    "outputTokens": 20,
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Daytona sandboxdaytona · remote
Basic response passed
Tokens13,863 in · 21 out13,566 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
Execution$0.001458 est.22s agent · 20s lease
core-compatibility.runner-codex.daytona.message-marker
Matchers and test context
Attempt
1
Duration
47s
Agent runtime
22s
Environment lease
20s
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_5382721b34df-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_5382721b34df-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
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      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
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      "agentRunDurationMs": 22152,
      "leaseDurationMs": 19627,
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      "version": 1,
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Plan, revise, accept, implement passed
Tokens48,839 in · 388 out47,630 cached · 3/3 runs covered
LLM spend$0.0000003/3 runs provider-priced
Execution$0.004212 est.1m 0s agent · 57s lease
core-compatibility.runner-codex.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 40s
Agent runtime
1m 0s
Environment lease
57s
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_1db57fb296b8-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_1db57fb296b8-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 59975,
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              "changedCategories": [
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              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
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Ask mode question passed
Tokens13,395 in · 20 out13,205 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
Execution$0.001029 est.37s agent · 14s lease
core-compatibility.runner-codex.daytona.ask-question
Matchers and test context
Attempt
1
Duration
58s
Agent runtime
37s
Environment lease
14s
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_0f2695affaaa-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_0f2695affaaa-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": 13395,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 20,
    "sessionReused": false,
    "rawInputTokens": 13395,
    "sessionRotated": false,
    "configFreshness": {
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Runner OpenCodenativeopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Basic response passed
Tokens28,944 in · 280 out2,816 cached · 1/1 runs covered
LLM spend$0.0019771/1 runs provider-priced
ExecutionLocal · not metered21s agent
core-compatibility.runner-opencode.local.message-marker
Matchers and test context
Attempt
1
Duration
38s
Agent runtime
21s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_1177e18909d6-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_1177e18909d6-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "totalTokens": 32040,
      "reportedCostUsd": 0.001976816,
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    },
    "runtime": {
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      "agentRunDurationMs": 21028,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
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    },
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    "inputTokens": 28944,
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    "freshSession": true,
    "outputTokens": 280,
    "sessionReused": false,
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Plan, revise, accept, implement passed
Tokens80,438 in · 2,703 out22,272 cached · 3/3 runs covered
LLM spend$0.0060713/3 runs provider-priced
ExecutionLocal · not metered1m 17s agent
core-compatibility.runner-opencode.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 58s
Agent runtime
1m 17s
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_a4229d1951b5-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_a4229d1951b5-1","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
Tokens26,668 in · 330 out3,584 cached · 1/1 runs covered
LLM spend$0.0018501/1 runs provider-priced
ExecutionLocal · not metered20s agent
core-compatibility.runner-opencode.local.ask-question
Matchers and test context
Attempt
1
Duration
38s
Agent runtime
20s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_c8b68da07bd6-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_c8b68da07bd6-1","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
Tokens14,568 in · 467 out17,152 cached · 1/1 runs covered
LLM spend$0.0013051/1 runs provider-priced
Execution$0.002430 est.36s agent · 33s lease
core-compatibility.runner-opencode.daytona.message-marker
Matchers and test context
Attempt
1
Duration
59s
Agent runtime
36s
Environment lease
33s
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_730d8e3a4466-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_730d8e3a4466-1","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
Tokens57,641 in · 2,575 out41,728 cached · 3/3 runs covered
LLM spend$0.0048783/3 runs provider-priced
Execution$0.008148 est.1m 51s agent · 1m 50s lease
core-compatibility.runner-opencode.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 33s
Agent runtime
1m 51s
Environment lease
1m 50s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
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Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_e6c274f5421c-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
Tokens13,744 in · 545 out16,384 cached · 1/1 runs covered
LLM spend$0.0012541/1 runs provider-priced
Execution$0.002321 est.32s agent · 31s lease
core-compatibility.runner-opencode.daytona.ask-question
Matchers and test context
Attempt
1
Duration
52s
Agent runtime
32s
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_b5767896aeb6-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_b5767896aeb6-1","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 · 422 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered17s agent
core-compatibility.runner-acpx-claude.local.message-marker
Matchers and test context
Attempt
1
Duration
34s
Agent runtime
17s
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_a1ed9dda7dbd-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_a1ed9dda7dbd-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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Plan, revise, accept, implement passed
Tokens10 in · 1,444 out0 cached · 2/3 runs covered
LLM spend$0.0000002/3 runs provider-priced
ExecutionLocal · not metered1m 2s agent
core-compatibility.runner-acpx-claude.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 50s
Agent runtime
1m 2s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_PLAN_DONE_abfe0a47fcc9-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_abfe0a47fcc9-1","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 · 422 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered19s agent
core-compatibility.runner-acpx-claude.local.ask-question
Matchers and test context
Attempt
1
Duration
37s
Agent runtime
19s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_e8fd028f1e3f-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_e8fd028f1e3f-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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    "cacheAdjustedCostUsd": 0,
    "rawCachedInputTokens": 0,
    "sessionRotationReason": null
  }
}
Daytona sandboxdaytona · remote
Basic response passed
Tokens6 in · 439 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
Execution$0.002028 est.29s agent · 27s lease
core-compatibility.runner-acpx-claude.daytona.message-marker
Matchers and test context
Attempt
1
Duration
48s
Agent runtime
29s
Environment lease
27s
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_ef06294e5326-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_ef06294e5326-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
{
  "billing": {
    "llm": {
      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 6,
      "outputTokens": 439,
      "cachedInputTokens": 0,
      "totalTokens": 445,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 28617,
      "leaseDurationMs": 27300,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.00202839,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0.00202839,
    "observedAndEstimatedCostUsd": 0.00202839,
    "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": 439,
    "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:a21a0516e5086e221de7a2ec683e99e2e2fc127ad5466627f1999b8bf913edb7",
        "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:sha256:8c72705fc892ce99fa5ee3766d0ae7bf8c5cdf01e763ddc9425013700325c1dc",
        "workspaceReused": false,
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        "changedCategories": [],
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        "fingerprintVersion": 1,
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        "storedFingerprintPresent": false
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    },
    "rawOutputTokens": 439,
    "cachedInputTokens": 0,
    "taskSessionReused": false,
    "persistedSessionId": "1d062b5b-5b23-4876-9b2f-d24a25fc8160",
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}
Plan, revise, accept, implement passed
Tokens12 in · 2,008 out0 cached · 2/3 runs covered
LLM spend$0.0000002/3 runs provider-priced
Execution$0.006882 est.1m 38s agent · 1m 33s lease
core-compatibility.runner-acpx-claude.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 20s
Agent runtime
1m 38s
Environment lease
1m 33s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_PLAN_DONE_89ff6a0374f3-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_89ff6a0374f3-1","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": 12,
      "outputTokens": 2008,
      "cachedInputTokens": 0,
      "totalTokens": 2020,
      "reportedCostUsd": 0,
      "costStatus": "partial"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 97584,
      "leaseDurationMs": 92626,
      "leaseCount": 3,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0068821118,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0.0068821118,
    "observedAndEstimatedCostUsd": 0.0068821118,
    "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": 1243,
          "sessionReused": false,
          "rawInputTokens": 6,
          "sessionRotated": false,
          "configFreshness": {
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              "categories": [
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              "resetReasons": [],
              "nextFingerprint": "v1:sha256:3a00b26a5a1d6039bbafe52680e0e3a6cc0a590c2d17b484183cb206f0f079bd",
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              "fingerprintVersion": 1,
              "taskSessionAvailable": false,
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          "cachedInputTokens": 0,
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          "cacheAdjustedCostUsd": 0,
          "rawCachedInputTokens": 0,
          "sessionRotationReason": null
        }
      },
      {
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        "usage": {
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          "biller": "openai",
          "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:sha256:3a00b26a5a1d6039bbafe52680e0e3a6cc0a590c2d17b484183cb206f0f079bd",
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              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
              "storedFingerprintPresent": true
            },
            "version": 1,
            "workspace": {
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              "reasons": [],
              "categories": [
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          "persistedSessionId": "05fe08bf-8cbe-4e2f-8bac-bfb23af3e47b",
          "cacheAdjustedCostUsd": 0,
          "rawCachedInputTokens": 0,
          "sessionRotationReason": null
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      },
      {
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        "usage": {
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          "biller": "openai",
          "costUsd": 0,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 6,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 765,
          "sessionReused": false,
          "rawInputTokens": 6,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
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                "adapterConfig",
                "agentRuntimeConfig",
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                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [
                "effective run configuration changed: adapter config",
                "forceFreshSession was requested"
              ],
              "nextFingerprint": "v1:sha256:88a258c47b04b7afbf0bba39a81e31341e414c4749d82b906c8b53269217799c",
              "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"
              ],
              "reuseRequested": false,
              "nextFingerprint": "v1:sha256:244f0889ace888005e3a3011c88cfdcd8c8b55b018ea4da2079673677b05e0d9",
              "workspaceReused": false,
              "activeWorkspaceId": null,
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 765,
          "cachedInputTokens": 0,
          "taskSessionReused": false,
          "persistedSessionId": "813f4494-cbb8-412e-b067-d9655eefe704",
          "cacheAdjustedCostUsd": 0,
          "rawCachedInputTokens": 0,
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}
Ask mode question passed
Tokens6 in · 454 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
Execution$0.002027 est.1m 3s agent · 27s lease
core-compatibility.runner-acpx-claude.daytona.ask-question
Matchers and test context
Attempt
1
Duration
1m 29s
Agent runtime
1m 3s
Environment lease
27s
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_9cc30d75faf1-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_9cc30d75faf1-1","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": 454,
      "cachedInputTokens": 0,
      "totalTokens": 460,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 63443,
      "leaseDurationMs": 27276,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0020266068,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0.0020266068,
    "observedAndEstimatedCostUsd": 0.0020266068,
    "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": 454,
    "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:be787cafe5b394a401409368a2fed4d98852edcac9faa67981b37084e00c223c",
        "changedCategories": [],
        "taskSessionReused": false,
        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
        "storedFingerprintPresent": false
      },
      "version": 1,
      "workspace": {
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        "reasons": [],
        "categories": [
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          "projectWorkspace",
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          "realization"
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    "cachedInputTokens": 0,
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    "persistedSessionId": "7b067ef3-0f12-4f6d-89c2-c8e1d8ba5640",
    "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 metered17s agent
core-compatibility.runner-acpx-codex.local.message-marker
Matchers and test context
Attempt
1
Duration
41s
Agent runtime
17s
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_75f5a9448d58-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_75f5a9448d58-1","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": 17035,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
  },
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    "costUsd": 0,
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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",
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          "instructions",
          "issueOverrides",
          "workspaceConfig",
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          "envBindings",
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          "runtimeSkills"
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        "resetReasons": [],
        "nextFingerprint": "v1:sha256:f83be35e299c3371c1781673d7e9d40f949e54639074edd1c5f2b3c8d81f457c",
        "changedCategories": [],
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        "fingerprintVersion": 1,
        "taskSessionAvailable": false,
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      "version": 1,
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        "reasons": [],
        "categories": [
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        "reuseRequested": false,
        "nextFingerprint": "v1:sha256:ff70307bf80dd87b8de1de434050c4946750a77846d27984548b045599b5b2cd",
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        "changedCategories": [],
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    "rawOutputTokens": 0,
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    "taskSessionReused": false,
    "persistedSessionId": "01a07029-da57-7333-a7d1-76d225711b8e",
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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 metered46s agent
core-compatibility.runner-acpx-codex.local.plan-revise-accept
Matchers and test context
Attempt
1
Duration
1m 28s
Agent runtime
46s
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_baacc6fc6200-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_baacc6fc6200-1","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": 46329,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
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    "observedAndEstimatedCostUsd": 0,
    "complete": false
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  "rawUsage": {
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          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 0,
          "usageSource": "per_run",
          "freshSession": true,
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Ask mode question passed
Tokens0 in · 0 out0 cached · 0/1 runs covered
LLM spendunavailable0/1 runs provider-priced
ExecutionLocal · not metered16s agent
core-compatibility.runner-acpx-codex.local.ask-question
Matchers and test context
Attempt
1
Duration
33s
Agent runtime
16s
Runtime
native
Provider
acpx
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"E2E_ASK_12_7c1e963aee05-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_7c1e963aee05-1","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$0.001860 est.27s agent · 25s lease
core-compatibility.runner-acpx-codex.daytona.message-marker
Matchers and test context
Attempt
1
Duration
51s
Agent runtime
27s
Environment lease
25s
Runtime
native
Provider
acpx
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_2183ca7622e3-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_2183ca7622e3-1","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$0.006361 est.1m 54s agent · 1m 26s lease
core-compatibility.runner-acpx-codex.daytona.plan-revise-accept
Matchers and test context
Attempt
1
Duration
2m 42s
Agent runtime
1m 54s
Environment lease
1m 26s
Runtime
native
Provider
acpx
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
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Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_PLAN_DONE_6994da8015a4-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
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Ask mode question passed
Tokens0 in · 0 out0 cached · 0/1 runs covered
LLM spendunavailable0/1 runs provider-priced
Execution$0.001703 est.24s agent · 23s lease
core-compatibility.runner-acpx-codex.daytona.ask-question
Matchers and test context
Attempt
1
Duration
44s
Agent runtime
24s
Environment lease
23s
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_8f14093b0079-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"E2E_ASK_12_8f14093b0079-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"daytona"} matched
Usage and billing metadata
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Test suite

Local Session Integrity

Structured interaction and continuation qualification for every supported local profile.

Pass rate100.0%14/14 passed
Tokens1,988,415922,307 input · 15,923 output
Cost$0.2706reported LLM + runtime estimate
Agent time8m 46s0ms 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
Tokens326,358 in · 3,496 out267,426 cached · 2/2 runs covered
LLM spendunpriced0/2 runs provider-priced
ExecutionLocal · not metered29s agent
local-session-integrity.legacy-codex.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 4s
Agent runtime
29s
Runtime
legacy
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_3e6ace68c0fe-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_3e6ace68c0fe-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"
    },
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      "agentRunDurationMs": 29072,
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      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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Structured question, server restart, answer, resume passed
Tokens326,674 in · 3,696 out267,507 cached · 2/2 runs covered
LLM spendunpriced0/2 runs provider-priced
ExecutionLocal · not metered29s agent
local-session-integrity.legacy-codex.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 12s
Agent runtime
29s
Runtime
legacy
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_a561f183e3b0-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_a561f183e3b0-1","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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    "runtime": {
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      "agentRunDurationMs": 28889,
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      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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Legacy Claudelegacyclaude · claude-sonnet-4-6
Isolated locallocal · local
Structured question, answer, resume passed
Tokens22,470 in · 1,369 out147,764 cached · 2/2 runs covered
LLM spend$0.12882/2 runs provider-priced
ExecutionLocal · not metered34s agent
local-session-integrity.legacy-claude.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 2s
Agent runtime
34s
Runtime
legacy
Provider
claude
Model
claude-sonnet-4-6
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_172c8c44570d-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_172c8c44570d-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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Structured question, server restart, answer, resume passed
Tokens27,756 in · 1,279 out124,917 cached · 2/2 runs covered
LLM spend$0.12512/2 runs provider-priced
ExecutionLocal · not metered1m 18s agent
local-session-integrity.legacy-claude.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
2m 46s
Agent runtime
1m 18s
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_1ab7b51d933d-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_1ab7b51d933d-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": 0.12510335,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 78067,
      "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
Tokens47,881 in · 2,896 out134,912 cached · 2/2 runs covered
LLM spend$0.0074272/2 runs provider-priced
ExecutionLocal · not metered32s agent
local-session-integrity.legacy-opencode.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
59s
Agent runtime
32s
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_685d3f13fad8-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_685d3f13fad8-1","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": 134912,
      "totalTokens": 185689,
      "reportedCostUsd": 0.007427147,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 31625,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.007427147,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.007427147,
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Structured question, server restart, answer, resume passed
Tokens52,134 in · 1,230 out28,928 cached · 2/2 runs covered
LLM spend$0.0040732/2 runs provider-priced
ExecutionLocal · not metered23s agent
local-session-integrity.legacy-opencode.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 19s
Agent runtime
23s
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_a7e902362dbe-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_a7e902362dbe-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"legacy"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "totalTokens": 82292,
      "reportedCostUsd": 0.004072958,
      "costStatus": "reported"
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    "runtime": {
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      "agentRunDurationMs": 23159,
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      "leaseCount": 0,
      "costStatus": "not_metered",
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Runner Codexnativecodex · gpt-5.6-sol
Isolated locallocal · local
Structured question, answer, resume passed
Tokens23,716 in · 24 out23,529 cached · 1/2 runs covered
LLM spend$0.0000001/2 runs provider-priced
ExecutionLocal · not metered19s agent
local-session-integrity.runner-codex.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
57s
Agent runtime
19s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_b55b20f69dd9-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_b55b20f69dd9-1","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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          "cachedInputTokens": 23529,
          "taskSessionReused": true,
          "persistedSessionId": "01a07029-bd3e-78d0-89d1-cf85e0b3f8d8",
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          "rawCachedInputTokens": 23529,
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}
Structured question, server restart, answer, resume passed
Tokens23,710 in · 25 out23,458 cached · 1/2 runs covered
LLM spend$0.0000001/2 runs provider-priced
ExecutionLocal · not metered16s agent
local-session-integrity.runner-codex.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 16s
Agent runtime
16s
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_9d051c3d1431-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_9d051c3d1431-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
{
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      "runCount": 2,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
      "inputTokens": 23710,
      "outputTokens": 25,
      "cachedInputTokens": 23458,
      "totalTokens": 47193,
      "reportedCostUsd": 0,
      "costStatus": "partial"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 15622,
      "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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          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 23710,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 25,
          "sessionReused": true,
          "rawInputTokens": 23710,
          "sessionRotated": false,
          "configFreshness": {
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              "categories": [
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              "fingerprintVersion": 1,
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              "storedFingerprintPresent": true
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Runner OpenCodenativeopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Structured question, answer, resume passed
Tokens47,786 in · 292 out4,096 cached · 1/2 runs covered
LLM spend$0.0032241/2 runs provider-priced
ExecutionLocal · not metered1m 8s agent
local-session-integrity.runner-opencode.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 42s
Agent runtime
1m 8s
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_e5f7a3fff69b-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_e5f7a3fff69b-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": 47786,
      "outputTokens": 292,
      "cachedInputTokens": 4096,
      "totalTokens": 52174,
      "reportedCostUsd": 0.0032241860000000004,
      "costStatus": "partial"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 67539,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.0032241860000000004,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.0032241860000000004,
    "complete": false
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  "rawUsage": {
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        "usage": {
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          "costUsd": 0.0032241860000000004,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 47786,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 292,
          "sessionReused": true,
          "rawInputTokens": 47786,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
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                "instructions",
                "issueOverrides",
                "workspaceConfig",
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                "runtimeSkills"
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              "resetReasons": [],
              "nextFingerprint": "v1:sha256:2398817a528506077c9fb3336ad2f317ad434d6c737d81dce5d6887ed103ca35",
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              "fingerprintVersion": 1,
              "taskSessionAvailable": true,
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          "cachedInputTokens": 4096,
          "taskSessionReused": true,
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Structured question, server restart, answer, resume passed
Tokens23,806 in · 253 out27,648 cached · 1/2 runs covered
LLM spend$0.0020351/2 runs provider-priced
ExecutionLocal · not metered1m 4s agent
local-session-integrity.runner-opencode.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
2m 0s
Agent runtime
1m 4s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_b6173ba472cd-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_b6173ba472cd-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": 27648,
      "totalTokens": 51707,
      "reportedCostUsd": 0.002035298,
      "costStatus": "partial"
    },
    "runtime": {
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      "agentRunDurationMs": 63572,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
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    "observedAndEstimatedCostUsd": 0.002035298,
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          "freshSession": false,
          "outputTokens": 253,
          "sessionReused": true,
          "rawInputTokens": 23806,
          "sessionRotated": false,
          "configFreshness": {
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          "cachedInputTokens": 27648,
          "taskSessionReused": true,
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Runner ACPX Claudenativeacpx · claude-sonnet-5
Isolated locallocal · local
Structured question, answer, resume passed
Tokens6 in · 425 out0 cached · 1/2 runs covered
LLM spend$0.0000001/2 runs provider-priced
ExecutionLocal · not metered33s agent
local-session-integrity.runner-acpx-claude.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
1m 1s
Agent runtime
33s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_56473c94fa60-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_56473c94fa60-1","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": 6,
      "outputTokens": 425,
      "cachedInputTokens": 0,
      "totalTokens": 431,
      "reportedCostUsd": 0,
      "costStatus": "partial"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 32782,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
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          "inputTokens": 0,
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          "configFreshness": {
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              "resetReasons": [],
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Structured question, server restart, answer, resume passed
Tokens10 in · 938 out0 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered36s agent
local-session-integrity.runner-acpx-claude.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 24s
Agent runtime
36s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PAPERCLIP_E2E_QUESTION_DONE_8d3932125127-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_8d3932125127-1","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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      "agentRunDurationMs": 35741,
      "leaseDurationMs": null,
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        }
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      {
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          "biller": "openai",
          "costUsd": 0,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 6,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 425,
          "sessionReused": true,
          "rawInputTokens": 6,
          "sessionRotated": false,
          "configFreshness": {
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          "rawOutputTokens": 425,
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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 metered25s agent
local-session-integrity.runner-acpx-codex.local.structured-question-resume
Matchers and test context
Attempt
1
Duration
54s
Agent runtime
25s
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_5ff4a39a75ff-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_5ff4a39a75ff-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "runCount": 2,
      "runsWithTokenUsage": 0,
      "runsWithReportedCost": 0,
      "inputTokens": 0,
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      "cachedInputTokens": 0,
      "totalTokens": 0,
      "reportedCostUsd": 0,
      "costStatus": "unavailable"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 25302,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
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    "observedAndEstimatedCostUsd": 0,
    "complete": false
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          "sessionRotated": false,
          "configFreshness": {
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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 metered42s agent
local-session-integrity.runner-acpx-codex.local.structured-question-restart-resume
Matchers and test context
Attempt
1
Duration
1m 30s
Agent runtime
42s
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_35ecdc7ab6bc-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PAPERCLIP_E2E_QUESTION_DONE_35ecdc7ab6bc-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": 42118,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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    "reportedCostUsd": 0,
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    "complete": false
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}

Test suite

OpenRouter Model Breadth

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

Pass rate100.0%10/10 passed
Tokens292,697206,178 input · 3,346 output
Cost$0.0259reported LLM + runtime estimate
Agent time9m 24s0ms 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
Tokens27,075 in · 193 out2,816 cached · 1/1 runs covered
LLM spend$0.0018401/1 runs provider-priced
ExecutionLocal · not metered25s agent
openrouter-model-breadth.openrouter-deepseek-deepseek-v4-flash-0731.local.hello-complete
Matchers and test context
Attempt
1
Duration
48s
Agent runtime
25s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4-flash-0731
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_H_714f3eda29eb-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_714f3eda29eb-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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      "runsWithReportedCost": 1,
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      "outputTokens": 193,
      "cachedInputTokens": 2816,
      "totalTokens": 30084,
      "reportedCostUsd": 0.0018396710000000002,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 25380,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.0018396710000000002,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.0018396710000000002,
    "complete": true
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    "inputTokens": 27075,
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    "freshSession": true,
    "outputTokens": 193,
    "sessionReused": false,
    "rawInputTokens": 27075,
    "sessionRotated": false,
    "configFreshness": {
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Ask, answer, resume passed
Tokens35,577 in · 308 out4,096 cached · 1/2 runs covered
LLM spend$0.0024331/2 runs provider-priced
ExecutionLocal · not metered35s agent
openrouter-model-breadth.openrouter-deepseek-deepseek-v4-flash-0731.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
1m 6s
Agent runtime
35s
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_dd9c8f54dc63-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_dd9c8f54dc63-1","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": 39981,
      "reportedCostUsd": 0.002433481,
      "costStatus": "partial"
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    "runtime": {
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      "agentRunDurationMs": 35494,
      "leaseDurationMs": null,
      "leaseCount": 0,
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          "freshSession": false,
          "outputTokens": 308,
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          },
          "rawOutputTokens": 308,
          "cachedInputTokens": 4096,
          "taskSessionReused": true,
          "persistedSessionId": "ses_f8fd63ea6ffeWORaVesCXFed36",
          "cacheAdjustedCostUsd": 0.002433481,
          "rawCachedInputTokens": 4096,
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#3 Tencent HY 3nativeopencode · openrouter/tencent/hy3
Isolated locallocal · local
Hello and complete passed
Tokens27,130 in · 172 out2,240 cached · 1/1 runs covered
LLM spend$0.0037461/1 runs provider-priced
ExecutionLocal · not metered27s agent
openrouter-model-breadth.openrouter-tencent-hy3.local.hello-complete
Matchers and test context
Attempt
1
Duration
50s
Agent runtime
27s
Runtime
native
Provider
opencode
Model
openrouter/tencent/hy3
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_H_c89145b75790-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_c89145b75790-1","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": 27130,
      "outputTokens": 172,
      "cachedInputTokens": 2240,
      "totalTokens": 29542,
      "reportedCostUsd": 0.0037458960000000003,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 27161,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0.0037458960000000003,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0.0037458960000000003,
    "complete": true
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  "rawUsage": {
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    "costUsd": 0.0037458960000000003,
    "provider": "openai",
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    "billingType": "unknown",
    "inputTokens": 27130,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 172,
    "sessionReused": false,
    "rawInputTokens": 27130,
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Ask, answer, resume passed
Tokens17,925 in · 155 out20,736 cached · 1/2 runs covered
LLM spend$0.0031321/2 runs provider-priced
ExecutionLocal · not metered52s agent
openrouter-model-breadth.openrouter-tencent-hy3.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
1m 22s
Agent runtime
52s
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_f945cdf47850-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_f945cdf47850-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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    "llm": {
      "runCount": 2,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 1,
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      "cachedInputTokens": 20736,
      "totalTokens": 38816,
      "reportedCostUsd": 0.003132228,
      "costStatus": "partial"
    },
    "runtime": {
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      "agentRunDurationMs": 51628,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
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    "observedAndEstimatedCostUsd": 0.003132228,
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          "inputTokens": 17925,
          "usageSource": "per_run",
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          "sessionReused": true,
          "rawInputTokens": 17925,
          "sessionRotated": false,
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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
Tokens16,112 in · 305 out0 cached · 1/1 runs covered
LLM spend$0.0000001/1 runs provider-priced
ExecutionLocal · not metered44s agent
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.hello-complete
Matchers and test context
Attempt
1
Duration
1m 3s
Agent runtime
44s
Runtime
native
Provider
opencode
Model
openrouter/nvidia/nemotron-3-ultra-550b-a55b:free
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_H_2c21b335e078-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_2c21b335e078-1","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": 16112,
      "outputTokens": 305,
      "cachedInputTokens": 0,
      "totalTokens": 16417,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 44046,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": true
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    "biller": "openai",
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    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 16112,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 305,
    "sessionReused": false,
    "rawInputTokens": 16112,
    "sessionRotated": false,
    "configFreshness": {
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          "workspaceConfig",
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          "runtimeSkills"
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        "resetReasons": [],
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        "fingerprintVersion": 1,
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      "version": 1,
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          "runtimeServices",
          "environment",
          "realization"
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    "rawOutputTokens": 305,
    "cachedInputTokens": 0,
    "taskSessionReused": false,
    "persistedSessionId": "ses_f8fd629edffe4FMKCXzjWwaoAy",
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Ask, answer, resume passed
Tokens21,424 in · 178 out0 cached · 1/2 runs covered
LLM spend$0.0000001/2 runs provider-priced
ExecutionLocal · not metered1m 39s agent
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
2m 6s
Agent runtime
1m 39s
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_8b4aea26047e-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_8b4aea26047e-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,
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      "cachedInputTokens": 0,
      "totalTokens": 21602,
      "reportedCostUsd": 0,
      "costStatus": "partial"
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    "runtime": {
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      "agentRunDurationMs": 98790,
      "leaseDurationMs": null,
      "leaseCount": 0,
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    "observedAndEstimatedCostUsd": 0,
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          "costUsd": 0,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 21424,
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          "outputTokens": 178,
          "sessionReused": true,
          "rawInputTokens": 21424,
          "sessionRotated": false,
          "configFreshness": {
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              "resetReasons": [],
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          "cachedInputTokens": 0,
          "taskSessionReused": true,
          "persistedSessionId": "ses_f8fd61955ffe0kDMLMhUpCCUjM",
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          "rawCachedInputTokens": 0,
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Plan, approve, complete passed
Tokens60,914 in · 1,375 out12,960 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered2m 35s agent
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.plan-approve-complete
Matchers and test context
Attempt
1
Duration
3m 11s
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_P_OK_f2f575048b44-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_P_OK_f2f575048b44-1","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,
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      "totalTokens": 75249,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
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      "agentRunDurationMs": 155348,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
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    "complete": true
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              "taskSessionReused": false,
              "fingerprintVersion": 1,
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#5 GPT-5.6 Lunanativeopencode · openrouter/openai/gpt-5.6-luna
Isolated locallocal · local
Hello and complete passed
Tokens6 in · 120 out11,242 cached · 1/1 runs covered
LLM spend$0.0032121/1 runs provider-priced
ExecutionLocal · not metered26s agent
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.hello-complete
Matchers and test context
Attempt
1
Duration
46s
Agent runtime
26s
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_15cb27d49634-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_H_15cb27d49634-1","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 · 130 out15,850 cached · 1/2 runs covered
LLM spend$0.0044701/2 runs provider-priced
ExecutionLocal · not metered45s agent
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.question-resume-complete
Matchers and test context
Attempt
1
Duration
1m 13s
Agent runtime
45s
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_a02e21c11fbb-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_Q_C_a02e21c11fbb-1","count":1} matched
Pass issue_status {"kind":"issue_status","expected":"done"} matched
Pass run_status {"kind":"run_status","expected":"succeeded"} matched
Pass runtime_mode {"kind":"runtime_mode","expected":"native"} matched
Pass environment {"kind":"environment","expected":"local"} matched
Usage and billing metadata
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Plan, approve, complete passed
Tokens9 in · 410 out13,233 cached · 2/2 runs covered
LLM spend$0.0070612/2 runs provider-priced
ExecutionLocal · not metered54s agent
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.plan-approve-complete
Matchers and test context
Attempt
1
Duration
1m 30s
Agent runtime
54s
Runtime
native
Provider
opencode
Model
openrouter/openai/gpt-5.6-luna
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass message_exact {"kind":"message_exact","expected":"PC_P_OK_55555968fa2d-1"} matched
Pass message_occurrences {"kind":"message_occurrences","expected":"PC_P_OK_55555968fa2d-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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