GPU TASK Valid result

Lightweight Query Retrieval

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

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

Task score (%)0.0

Input Tokens129,909,430including 129,306,297 cached

Output Tokens487,875

Agent time3h 18min

Cost$2.77

Recorded steps394

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: 2026-10-24T09:32:29.504827Z
Coding finished: 2026-10-24T12:50:35.986365Z
Input (includes cache): 129,909,430
Cached input (subset): 129,306,297
Cache writes (subset): 601,960
Output: 487,875
Reasoning (reported separately; not added): 305,319
Recorded responses: 391

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": "a9fa0cc755dbd0929005e0fb30ff454c19d2798f",
  "effort": "max",
  "model": "openai/gpt-6-luna",
  "provider": "OpenRouter",
  "resources": {
    "cpus": 16,
    "gpus": 1,
    "memory_mb": 32768,
    "storage_mb": 102400
  },
  "run_mode": "official_harbor_regrade",
  "task_commit": "82a1fae886305182b8f01c9bbb16e1e654aee726",
  "verifier_commit": "82a1fae886305182b8f01c9bbb16e1e654aee726",
  "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: lightweight-query-retrieval-gpt-6-luna-max-092300d406ad
Source trajectory SHA-256: 146f827db1990b666f3f7b7ecf446be44cae869ab75b4a19672d3262a897579e
Final reward SHA-256: b968c26c370deb6b29fd210d9bb4206f1d14d34014734d2e39c29cc440dd5501