GPU TASK Valid result

Budgeted Candidate Reranking

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

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

Task score (%)7.3

Input Tokens10,478,347including 10,312,377 cached

Output Tokens85,487

Agent time36min

Cost$0.17

Recorded steps104

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: 2026-10-24T05:16:57.378310Z
Coding finished: 2026-10-24T05:53:47.318429Z
Input (includes cache): 10,478,347
Cached input (subset): 10,312,377
Cache writes (subset): 165,676
Output: 85,487
Reasoning (reported separately; not added): 61,430
Recorded responses: 98

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": 7200.0,
  "coding_commit": null,
  "effort": "max",
  "model": "openai/gpt-6-luna",
  "provider": "OpenRouter",
  "resources": null,
  "run_mode": "full",
  "task_commit": "bb34e915be5c2b2948146c2d7862cb58652d6300",
  "verifier_commit": "1537d01c332d4c69160e7106757ac32602ba79b3",
  "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: budgeted-candidate-reranking-gpt-6-luna-max-59c043707509
Source trajectory SHA-256: 7e138d6a4e24ab6165071b98a61800c71f41e4da210f2814e035a377cadbe06f
Final reward SHA-256: 7ef139b459d50cc1004a524b6f5b21b71c0a469668703a068be6a797534c9129