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Scientific-Paper Question Answering

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

Task description ↗Task at evaluation revision ↗← Previous taskNext task →
Task score (%)20.0
Input Tokens58,004,541including 57,333,274 cached
Output Tokens237,577
Agent time2h 0min
Cost$1.13
Recorded steps260

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
agent_timeout
Coding started
2026-10-23T22:59:22.167665Z
Coding finished
2026-10-24T00:59:22.631458Z
Input (includes cache)
58,004,541
Cached input (subset)
57,333,274
Cache writes (subset)
631,218
Output
237,577
Reasoning (reported separately; not added)
172,927
Recorded responses
256

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_agent_and_verifier",
  "task_commit": null,
  "verifier_commit": "bb34e915be5c2b2948146c2d7862cb58652d6300",
  "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
scientific-paper-qa-gpt-6-luna-max-e3858ea7d08e
Source trajectory SHA-256
26c17c19c7287265028fab02e62feaa66fa81067757db995d0b77fb4aef3d098
Final reward SHA-256
75751f957832f539c76e349022e450189abea9392645d3492610b73e7f1b8618