GPU TASK Valid result

Methodology Inspiration Retrieval

GPT-6 Luna · Codex (v0.164.0) · reasoning effort max

Task description ↗Task at evaluation revision ↗← Previous task Next task →

Task score (%)3.4

Input Tokens13,552,387including 13,357,183 cached

Output Tokens145,519

Agent time45min

Cost$0.23

Recorded steps116

Cost is estimated from recorded agent tokens at official API rates in USD (2026-11-01; DeepSeek off-peak pricing).

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Coding time & token usage

Original agent completion: normal
Coding started: 2026-10-24T07:10:48.961687Z
Coding finished: 2026-10-24T07:56:09.313347Z
Input (includes cache): 13,552,387
Cached input (subset): 13,357,183
Cache writes (subset): 194,865
Output: 145,519
Reasoning (reported separately; not added): 110,461
Recorded responses: 113

Input includes cached input; output is counted once. Auxiliary reasoning counts are shown as recorded. Regrading does not repeat coding usage.

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Configuration

Evaluation settings summary

{
  "agent": "Codex",
  "agent_timeout_sec": 21600.0,
  "coding_commit": null,
  "effort": "max",
  "model": "openai/gpt-6-luna",
  "provider": "OpenRouter",
  "resources": {
    "cpus": 16,
    "gpus": 1,
    "memory_mb": 32768,
    "storage_mb": 102400
  },
  "run_mode": "official_harbor_full",
  "task_commit": "bb34e915be5c2b2948146c2d7862cb58652d6300",
  "verifier_commit": "a9fa0cc755dbd0929005e0fb30ff454c19d2798f",
  "version": "0.164.0"
}

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Resolved configuration

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Trial log

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Exceptions

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Trajectory downloads & provenance

Exported ATIF trajectory (.json.gz) ↓Final evaluation (.json) ↓

Public text redacts private values and normalizes host paths. Source hashes identify the original records.

Trial ID: methodology-inspiration-retrieval-gpt-6-luna-max-14c5074499a1
Source trajectory SHA-256: ccd0dc79b30a9dc546d8c2569ee6b549681375ef592b9e976900ee2964b50615
Final reward SHA-256: d011be32add25e101164d654639a58d58d1dfafee1743291feed339865a250a9