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Legal Stance Retrieval

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

Task description ↗Task at evaluation revision ↗← Previous taskNext task →
Task score (%)9.9
Input Tokens5,445,518including 5,307,722 cached
Output Tokens102,185
Agent time32min
Cost$0.12
Recorded steps68

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
2026-10-24T09:36:16.231165Z
Coding finished
2026-10-24T10:09:02.493642Z
Input (includes cache)
5,445,518
Cached input (subset)
5,307,722
Cache writes (subset)
137,601
Output
102,185
Reasoning (reported separately; not added)
69,777
Recorded responses
65

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": "a1ede723abe0add54045301f49a187e11339c134",
  "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
legal-stance-retrieval-gpt-6-luna-max-686b15bdc24d
Source trajectory SHA-256
c1d299684d40d8bcc29500fd4c0ab32b841ed921a6e17792c3c0756484535390
Final reward SHA-256
ed53163c862e16c8d37538faea6bae795a1bf754e15e8d51ae6250a886c29cbb