CPU TASK Valid result

Scientific-Paper Question Answering

DeepSeek V4.1 Flash 1017 · Codex (v0.164.0) · reasoning effort max

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

Task score (%)0.0

Input Tokens80,020,322including 79,240,576 cached

Output Tokens221,219

Agent time2h 0min

Cost$0.49

Recorded steps367

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: 2026-10-23T20:19:50.196959Z
Coding finished: 2026-10-23T22:19:50.710160Z
Input (includes cache): 80,020,322
Cached input (subset): 79,240,576
Cache writes (subset): 0
Output: 221,219
Reasoning (reported separately; not added): 82,819
Recorded responses: 364

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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Final selected score: 0.0000 / 100{ "evidence_accuracy": 0.0, "jailbreak_judge": 1.0, "llm_judge_accuracy": 0.0, "reward": 0.0 }

Configuration

Evaluation settings summary

{
  "agent": "Codex",
  "agent_timeout_sec": 7200.0,
  "coding_commit": null,
  "effort": "max",
  "model": "deepseek/deepseek-v4.1-flash-1017",
  "provider": "OpenRouter",
  "resources": null,
  "run_mode": "official_harbor_regrade",
  "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-deepseek-v4.1-flash-1017-max-422713068cf0
Source trajectory SHA-256: 38d680a9f2dc801381853fae9f2ca4d2bb8644f5973ae9e49a029b9e64c188b3
Final reward SHA-256: b6531f02ab70c154668ccc55b6977e1e1564af0cde0443a28ec959b147ac0601