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Hbench

humaneval-plus@1.0 (unreviewed) on GPT-6 Astra

164 tasks, 1 attempt, open network. Updated 24 Oct 2026.

164 tasks from humaneval-plus@1.0 on ghcr.io. Nobody has reviewed this dataset, so a score here says nothing about the benchmark it's named after.

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Pick two harnesses to compare them task by task.

Codex 0.164.0 against Claude Code 2.1.309, task by task

Over the 164 tasks both ran, 1 attempt each

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Codex 0.164.0 minus Claude Code 2.1.309, pass rate

−0.6 points

95% interval −1.8 to 0.0

The interval includes zero, so the paired test can't tell the two apart.

Where the tasks landed

  • 0Only Codex 0.164.0 solved
  • 157Both solved
  • 1Only Claude Code 2.1.309 solved
  • 6Neither solved

Of 164 tasks, 0 only Codex 0.164.0 solved, 1 only Claude Code 2.1.309 solved, 157 both solved and 6 neither did.

Codex 0.164.0 and Claude Code 2.1.309, task by task
TaskRewardTokensTime
Codex 0.164.0Claude Code 2.1.309Codex 0.164.0Claude Code 2.1.309Codex 0.164.0Claude Code 2.1.309
humaneval-plus-1160156k41k29 s31 s