Runner Full-Stack E2E

Test suite

Core Runner Compatibility

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

Pass rate100.0%1/1 passed

Tokens14,466183 input · 22 output

Cost$0.002327reported LLM + runtime estimate

Agent time32s31s lease

Execution1/10 retries · cleanup passed

Configuration matrix7 profiles · 2 environments · 1 selected

Agent profile Isolated locallocal · local Daytona sandboxdaytona · remote

Legacy Codexlegacycodex · gpt-5.6-sol

Isolated locallocal · local

Basic response not selected

core-compatibility.legacy-codex.local.message-marker

Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected

core-compatibility.legacy-codex.local.plan-revise-accept

Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected

core-compatibility.legacy-codex.local.ask-question

Matchers and test context

Not selected

No matcher result was recorded.

Daytona sandboxdaytona · remote

Basic response not selected

core-compatibility.legacy-codex.daytona.message-marker

Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected

core-compatibility.legacy-codex.daytona.plan-revise-accept

Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected

core-compatibility.legacy-codex.daytona.ask-question

Matchers and test context

Not selected

No matcher result was recorded.

Legacy Claudelegacyclaude · claude-sonnet-4-6

Isolated locallocal · local

Basic response not selected

core-compatibility.legacy-claude.local.message-marker

Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected

core-compatibility.legacy-claude.local.plan-revise-accept

Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected

core-compatibility.legacy-claude.local.ask-question

Matchers and test context

Not selected

No matcher result was recorded.

Daytona sandboxdaytona · remote

Basic response not selected

core-compatibility.legacy-claude.daytona.message-marker

Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected

core-compatibility.legacy-claude.daytona.plan-revise-accept

Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected

core-compatibility.legacy-claude.daytona.ask-question

Matchers and test context

Not selected

No matcher result was recorded.

Legacy OpenCodelegacyopencode · openrouter/deepseek/deepseek-v4-flash-0731

Isolated locallocal · local

Basic response not selected

core-compatibility.legacy-opencode.local.message-marker

Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected

core-compatibility.legacy-opencode.local.plan-revise-accept

Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected

core-compatibility.legacy-opencode.local.ask-question

Matchers and test context

Not selected

No matcher result was recorded.

Daytona sandboxdaytona · remote

Basic response not selected

core-compatibility.legacy-opencode.daytona.message-marker

Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected

core-compatibility.legacy-opencode.daytona.plan-revise-accept

Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected

core-compatibility.legacy-opencode.daytona.ask-question

Matchers and test context

Not selected

No matcher result was recorded.

Runner Codexnativecodex · gpt-5.6-sol

Isolated locallocal · local

Basic response not selected

core-compatibility.runner-codex.local.message-marker

Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected

core-compatibility.runner-codex.local.plan-revise-accept

Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected

core-compatibility.runner-codex.local.ask-question

Matchers and test context

Not selected

No matcher result was recorded.

Daytona sandboxdaytona · remote

Basic response not selected

core-compatibility.runner-codex.daytona.message-marker

Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected

core-compatibility.runner-codex.daytona.plan-revise-accept

Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected

core-compatibility.runner-codex.daytona.ask-question

Matchers and test context

Not selected

No matcher result was recorded.

Runner OpenCodenativeopencode · openrouter/deepseek/deepseek-v4-flash-0731

Isolated locallocal · local

Basic response not selected

core-compatibility.runner-opencode.local.message-marker

Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected

core-compatibility.runner-opencode.local.plan-revise-accept

Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected

core-compatibility.runner-opencode.local.ask-question

Matchers and test context

Not selected

No matcher result was recorded.

Daytona sandboxdaytona · remote

Basic response not selected

core-compatibility.runner-opencode.daytona.message-marker

Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected

core-compatibility.runner-opencode.daytona.plan-revise-accept

Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected

core-compatibility.runner-opencode.daytona.ask-question

Matchers and test context

Not selected

No matcher result was recorded.

Runner ACPX Claudenativeacpx · claude-sonnet-5

Isolated locallocal · local

Basic response not selected

core-compatibility.runner-acpx-claude.local.message-marker

Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected

core-compatibility.runner-acpx-claude.local.plan-revise-accept

Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected

core-compatibility.runner-acpx-claude.local.ask-question

Matchers and test context

Not selected

No matcher result was recorded.

Daytona sandboxdaytona · remote

Basic response not selected

core-compatibility.runner-acpx-claude.daytona.message-marker

Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected

core-compatibility.runner-acpx-claude.daytona.plan-revise-accept

Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected

core-compatibility.runner-acpx-claude.daytona.ask-question

Matchers and test context

Not selected

No matcher result was recorded.

Runner ACPX Codexnativeacpx · gpt-5.6-sol

Isolated locallocal · local

Basic response not selected

core-compatibility.runner-acpx-codex.local.message-marker

Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected

core-compatibility.runner-acpx-codex.local.plan-revise-accept

Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected

core-compatibility.runner-acpx-codex.local.ask-question

Matchers and test context

Not selected

No matcher result was recorded.

Daytona sandboxdaytona · remote

Basic response passed

Tokens183 in · 22 out14,261 cached · 1/1 runs covered

LLM spend$0.0000001/1 runs provider-priced

Execution$0.002327 est.32s agent · 31s lease

core-compatibility.runner-acpx-codex.daytona.message-marker

Matchers and test context

Attempt: 1
Duration: 52s
Agent runtime: 32s
Environment lease: 31s
Runtime: native
Provider: acpx
Model: gpt-5.6-sol
Issue: RUN-1

All invariants passed

Result	Matcher	Expectation	Detail
Pass	`message_exact`	{"kind":"message_exact","expected":"PAPERCLIP_E2E_OK_eb303d7d3533-1"}	matched
Pass	`message_occurrences`	{"kind":"message_occurrences","expected":"PAPERCLIP_E2E_OK_eb303d7d3533-1","count":1}	matched
Pass	`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": 183,
      "outputTokens": 22,
      "cachedInputTokens": 14261,
      "totalTokens": 14466,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 32466,
      "leaseDurationMs": 31321,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0023271502999999997,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0.0023271502999999997,
    "observedAndEstimatedCostUsd": 0.0023271502999999997,
    "complete": true
  },
  "rawUsage": {
    "model": "gpt-5.6-sol",
    "biller": "openai",
    "costUsd": 0,
    "provider": "openai",
    "costStatus": "reported",
    "billingType": "unknown",
    "inputTokens": 183,
    "usageSource": "per_run",
    "freshSession": true,
    "outputTokens": 22,
    "sessionReused": false,
    "rawInputTokens": 183,
    "sessionRotated": false,
    "configFreshness": {
      "session": {
        "reset": true,
        "categories": [
          "adapter",
          "adapterConfig",
          "agentRuntimeConfig",
          "instructions",
          "issueOverrides",
          "workspaceConfig",
          "environment",
          "envBindings",
          "secrets",
          "runtimeSkills"
        ],
        "resetReasons": [],
        "nextFingerprint": "v1:sha256:18c83d62c62d40578c16e08ce9733ff3090cb52089f52993e2f4a973ebfcc915",
        "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:sha256:5146f4fe30232648599dc5ad045b72f0a78a097eb15a661107fe755d261e5227",
        "workspaceReused": false,
        "activeWorkspaceId": null,
        "changedCategories": [],
        "storedFingerprint": null,
        "fingerprintVersion": 1,
        "inferredFingerprint": null,
        "previousWorkspaceId": null,
        "configSnapshotRefreshed": false,
        "storedFingerprintPresent": false
      }
    },
    "rawOutputTokens": 22,
    "cachedInputTokens": 14261,
    "taskSessionReused": false,
    "persistedSessionId": "01a08a6b-13b1-75c3-844d-d1eee1aa78e2",
    "cacheAdjustedCostUsd": 0,
    "rawCachedInputTokens": 14261,
    "sessionRotationReason": null
  }
}

Plan, revise, accept, implement not selected

core-compatibility.runner-acpx-codex.daytona.plan-revise-accept

Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected

core-compatibility.runner-acpx-codex.daytona.ask-question

Matchers and test context

Not selected

No matcher result was recorded.

Test suite

Local Session Integrity

Structured interaction and continuation qualification for every supported local profile.

Configuration matrix7 profiles · 1 environments · 0 selected

Agent profile	Isolated locallocal · local
Legacy Codexlegacycodex · gpt-5.6-sol	Isolated locallocal · local Structured question, answer, resume not selected `local-session-integrity.legacy-codex.local.structured-question-resume` Matchers and test context Not selected No matcher result was recorded. Structured question, server restart, answer, resume not selected `local-session-integrity.legacy-codex.local.structured-question-restart-resume` Matchers and test context Not selected No matcher result was recorded.
Legacy Claudelegacyclaude · claude-sonnet-4-6	Isolated locallocal · local Structured question, answer, resume not selected `local-session-integrity.legacy-claude.local.structured-question-resume` Matchers and test context Not selected No matcher result was recorded. Structured question, server restart, answer, resume not selected `local-session-integrity.legacy-claude.local.structured-question-restart-resume` Matchers and test context Not selected No matcher result was recorded.
Legacy OpenCodelegacyopencode · openrouter/deepseek/deepseek-v4-flash-0731	Isolated locallocal · local Structured question, answer, resume not selected `local-session-integrity.legacy-opencode.local.structured-question-resume` Matchers and test context Not selected No matcher result was recorded. Structured question, server restart, answer, resume not selected `local-session-integrity.legacy-opencode.local.structured-question-restart-resume` Matchers and test context Not selected No matcher result was recorded.
Runner Codexnativecodex · gpt-5.6-sol	Isolated locallocal · local Structured question, answer, resume not selected `local-session-integrity.runner-codex.local.structured-question-resume` Matchers and test context Not selected No matcher result was recorded. Structured question, server restart, answer, resume not selected `local-session-integrity.runner-codex.local.structured-question-restart-resume` Matchers and test context Not selected No matcher result was recorded.
Runner OpenCodenativeopencode · openrouter/deepseek/deepseek-v4-flash-0731	Isolated locallocal · local Structured question, answer, resume not selected `local-session-integrity.runner-opencode.local.structured-question-resume` Matchers and test context Not selected No matcher result was recorded. Structured question, server restart, answer, resume not selected `local-session-integrity.runner-opencode.local.structured-question-restart-resume` Matchers and test context Not selected No matcher result was recorded.
Runner ACPX Claudenativeacpx · claude-sonnet-5	Isolated locallocal · local Structured question, answer, resume not selected `local-session-integrity.runner-acpx-claude.local.structured-question-resume` Matchers and test context Not selected No matcher result was recorded. Structured question, server restart, answer, resume not selected `local-session-integrity.runner-acpx-claude.local.structured-question-restart-resume` Matchers and test context Not selected No matcher result was recorded.
Runner ACPX Codexnativeacpx · gpt-5.6-sol	Isolated locallocal · local Structured question, answer, resume not selected `local-session-integrity.runner-acpx-codex.local.structured-question-resume` Matchers and test context Not selected No matcher result was recorded. Structured question, server restart, answer, resume not selected `local-session-integrity.runner-acpx-codex.local.structured-question-restart-resume` Matchers and test context Not selected No matcher result was recorded.

Test suite

OpenRouter Model Breadth

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

Configuration matrix4 profiles · 1 environments · 0 selected

Agent profile	Isolated locallocal · local
#1 DeepSeek V4 Flash 0731nativeopencode · openrouter/deepseek/deepseek-v4-flash-0731	Isolated locallocal · local Hello and complete not selected `openrouter-model-breadth.openrouter-deepseek-deepseek-v4-flash-0731.local.hello-complete` Matchers and test context Not selected No matcher result was recorded. Ask, answer, resume not selected `openrouter-model-breadth.openrouter-deepseek-deepseek-v4-flash-0731.local.question-resume-complete` Matchers and test context Not selected No matcher result was recorded.
#3 Tencent HY 3nativeopencode · openrouter/tencent/hy3	Isolated locallocal · local Hello and complete not selected `openrouter-model-breadth.openrouter-tencent-hy3.local.hello-complete` Matchers and test context Not selected No matcher result was recorded. Ask, answer, resume not selected `openrouter-model-breadth.openrouter-tencent-hy3.local.question-resume-complete` Matchers and test context Not selected No matcher result was recorded.
#4 Nemotron 3 Ultra 550B A55B (free)nativeopencode · openrouter/nvidia/nemotron-3-ultra-550b-a55b:free	Isolated locallocal · local Hello and complete not selected `openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.hello-complete` Matchers and test context Not selected No matcher result was recorded. Ask, answer, resume not selected `openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.question-resume-complete` Matchers and test context Not selected No matcher result was recorded. Plan, approve, complete not selected `openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.plan-approve-complete` Matchers and test context Not selected No matcher result was recorded.
#5 GPT-5.6 Lunanativeopencode · openrouter/openai/gpt-5.6-luna	Isolated locallocal · local Hello and complete not selected `openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.hello-complete` Matchers and test context Not selected No matcher result was recorded. Ask, answer, resume not selected `openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.question-resume-complete` Matchers and test context Not selected No matcher result was recorded. Plan, approve, complete not selected `openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.plan-approve-complete` Matchers and test context Not selected No matcher result was recorded.

Test suite

Daytona Warm Continuity

Three browser-driven turns on one reusable Daytona sandbox for legacy and native Codex.

Pass rate50.0%1/2 passed

Tokens146,39973,513 input · 78 output

Cost$0.0107reported LLM + runtime estimate

Agent time1m 49s2m 24s lease

Execution2/21 retries · cleanup passed

Configuration matrix2 profiles · 1 environments · 2 selected

Agent profile Daytona warm reusable sandboxdaytona · remote

Legacy Codexlegacycodex · gpt-5.6-sol

Daytona warm reusable sandboxdaytona · remote

Warm three-turn workspace continuity failed

Tokens0 in · 0 out0 cached · 0/2 runs covered

LLM spendunavailable0/2 runs provider-priced

Execution$0.000811 est.10s agent · 11s lease

daytona-warm-continuity.legacy-codex.daytona.warm-three-turn

Matchers and test context

Attempt: 2
Duration: 24s
Agent runtime: 10s
Environment lease: 11s
Runtime: legacy
Provider: codex
Model: gpt-5.6-sol
Issue: RUN-1

Stopped waiting for warm Daytona turn 1 review state for issue d2d961c2-86bb-46ab-897c-2e70b2b079a9: heartbeat run 4145e6a6-b820-43f2-87ba-8424a09a3299 ended failed (provider_quota): Selected model is at capacity. Please try a different model.

No matcher result was recorded.

Usage and billing metadata

{
  "billing": {
    "llm": {
      "runCount": 2,
      "runsWithTokenUsage": 0,
      "runsWithReportedCost": 0,
      "inputTokens": 0,
      "outputTokens": 0,
      "cachedInputTokens": 0,
      "totalTokens": 0,
      "reportedCostUsd": 0,
      "costStatus": "unavailable"
    },
    "runtime": {
      "provider": "daytona",
      "agentRunDurationMs": 10308,
      "leaseDurationMs": 10909,
      "leaseCount": 1,
      "cpuCores": 4,
      "memoryGiB": 4,
      "diskGiB": 10,
      "estimatedListCostUsd": 0.0008105386999999999,
      "costStatus": "estimated",
      "costSource": "daytona_public_list_price",
      "pricingAsOf": "2026-08-27",
      "pricingUrl": "https://www.daytona.io/pricing"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0.0008105386999999999,
    "observedAndEstimatedCostUsd": 0.0008105386999999999,
    "complete": false
  },
  "rawUsage": {
    "runs": [
      {
        "runId": "e9d1ec6b-bbf3-4580-8938-15b59f7db2c7",
        "usage": null
      },
      {
        "runId": "4145e6a6-b820-43f2-87ba-8424a09a3299",
        "usage": {
          "model": "gpt-5.6-sol",
          "biller": "openai",
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "metered_api",
          "inputTokens": 0,
          "usageSource": "per_run",
          "freshSession": true,
          "outputTokens": 0,
          "sessionReused": false,
          "rawInputTokens": 0,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": true,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
              ],
              "resetReasons": [],
              "nextFingerprint": "v1:sha256:99577851be2133ece1511c60b1800660d8b3dc464abd07cdddbe57875fa3dd64",
              "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:bd2966e05e2f2eeadbc3847988fb6d7b6588c2887043edb9cc5640f03def7d93",
              "workspaceReused": false,
              "activeWorkspaceId": "f7dc7125-7057-45dd-a02e-ccdd50698447",
              "changedCategories": [],
              "storedFingerprint": null,
              "fingerprintVersion": 1,
              "inferredFingerprint": null,
              "previousWorkspaceId": null,
              "configSnapshotRefreshed": false,
              "storedFingerprintPresent": false
            }
          },
          "rawOutputTokens": 0,
          "cachedInputTokens": 0,
          "taskSessionReused": false,
          "persistedSessionId": "01a08a6c-9aa7-78d2-93c8-bbc046dcbb1c",
          "rawCachedInputTokens": 0,
          "sessionRotationReason": null
        }
      }
    ]
  }
}

Runner Codexnativecodex · gpt-5.6-sol

Daytona warm reusable sandboxdaytona · remote

Warm three-turn workspace continuity passed

Tokens73,513 in · 78 out72,808 cached · 3/3 runs covered

LLM spend$0.0000003/3 runs provider-priced

Execution$0.009890 est.1m 38s agent · 2m 13s lease

daytona-warm-continuity.runner-codex.daytona.warm-three-turn

Matchers and test context

Attempt: 1
Duration: 2m 28s
Agent runtime: 1m 38s
Environment lease: 2m 13s
Runtime: native
Provider: codex
Model: gpt-5.6-sol
Issue: RUN-1

All invariants passed

Turn	Run	Lease	Scheduler	Run duration	Response
1	`ff6e8e35-fbb7-4d09-9405-1b3a2a6d7962`	created	183ms	26s	27s
2	`bc3d4a76-3c18-4930-9aa0-bf0d0af966c3`	resumed	460ms	27s	27s
3	`28e71aa8-8c8b-4266-9d15-0a5cb8518b6d`	resumed	357ms	45s	45s

Result	Matcher	Expectation	Detail
Pass	`message_exact`	{"kind":"message_exact","expected":"PAPERCLIP_E2E_WARM_T3_a0dbe2cc17d2-1"}	matched
Pass	`message_occurrences`	{"kind":"message_occurrences","expected":"PAPERCLIP_E2E_WARM_T1_a0dbe2cc17d2-1","count":1}	matched
Pass	`message_occurrences`	{"kind":"message_occurrences","expected":"PAPERCLIP_E2E_WARM_T2_a0dbe2cc17d2-1","count":1}	matched
Pass	`message_occurrences`	{"kind":"message_occurrences","expected":"PAPERCLIP_E2E_WARM_T3_a0dbe2cc17d2-1","count":1}	matched
Pass	`message_ordered`	{"kind":"message_ordered","expected":["PAPERCLIP_E2E_WARM_T1_a0dbe2cc17d2-1","PAPERCLIP_E2E_WARM_T2_a0dbe2cc17d2-1","PAPERCLIP_E2E_WARM_T3_a0dbe2cc17d2-1"]}	matched
Pass	`file_exact`	{"kind":"file_exact","path":"daytona-warm-a0dbe2cc17d2-1.txt","expected":"T1-a0dbe2cc17d2-1\nT2-a0dbe2cc17d2-1\nT3-a0dbe2cc17d2-1\n"}	matched
Pass	`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": 3,
      "runsWithTokenUsage": 3,
      "runsWithReportedCost": 3,
      "inputTokens": 73513,
      "outputTokens": 78,
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Core Runner Compatibility

Local Session Integrity

OpenRouter Model Breadth

Daytona Warm Continuity

Campaign trends