GPU TASK Valid result

Methodology Inspiration Retrieval

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

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

Task score (%)1.4

Input Tokens64,544,579including 63,879,040 cached

Output Tokens208,140

Agent time4h 18min

Cost$0.42

Recorded steps397

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: 2026-10-24T09:32:23.852215Z
Coding finished: 2026-10-24T13:51:17.211724Z
Input (includes cache): 64,544,579
Cached input (subset): 63,879,040
Cache writes (subset): 0
Output: 208,140
Reasoning (reported separately; not added): 61,353
Recorded responses: 394

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": "deepseek/deepseek-v4.1-flash-1017",
  "provider": "OpenRouter",
  "resources": {
    "cpus": 16,
    "gpus": 1,
    "memory_mb": 32768,
    "storage_mb": 102400
  },
  "run_mode": "official_harbor_full",
  "task_commit": "bb34e915be5c2b2948146c2d7862cb58652d6300",
  "verifier_commit": "a9fa0cc755dbd0929005e0fb30ff454c19d2798f",
  "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: methodology-inspiration-retrieval-deepseek-v4.1-flash-1017-max-8cf87dfe630c
Source trajectory SHA-256: 76027e85f47e5254b9d29cd036e5b51d5015d25848b2d32c7c3b660ba8dc6e94
Final reward SHA-256: ec2e0679a0716cf1140f4eab92fbb019a5a08ed96553bf204101db8fe93a7792