GPU TASK Valid result
Instruction-following Embedding
DeepSeek V4.1 Flash 1017 · Codex · reasoning effort max
Task score (%)89.3
Input Tokens20,907,536including 20,721,280 cached
Output Tokens156,626
Agent time1h 31min
Cost$0.18
Recorded steps170
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
- 2026-10-24T03:12:05.272158Z
- Coding finished
- 2026-10-24T04:43:45.597514Z
- Input (includes cache)
- 20,907,536
- Cached input (subset)
- 20,721,280
- Cache writes (subset)
- 0
- Output
- 156,626
- Reasoning (reported separately; not added)
- 77,754
- Recorded responses
- 167
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": "deepseek/deepseek-v4.1-flash-1017",
"provider": "OpenRouter",
"resources": null,
"run_mode": "full_agent_and_verifier",
"task_commit": null,
"verifier_commit": "bb34e915be5c2b2948146c2d7862cb58652d6300",
"version": "0.164.0"
}Select this tab to browse the saved files.
Resolved configuration
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Trial log
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Exceptions
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Trajectory downloads & provenance
Public text redacts private values and normalizes host paths. Source hashes identify the original records.
- Trial ID
instruction-following-embedding-deepseek-v4.1-flash-1017-max-ab0b0e0df236- Source trajectory SHA-256
fe10f6264e2c56670ae0073d85ccdd8d9a957644581c46a10acafbe616b65c5e- Final reward SHA-256
114c9900467129988d8924388ff9d3c39cb1e7cc9e1416f7ee915b63773862fe