Coding
Bug fix · M
Reproduce, fix, and test across ≤5 files in a mid-size repo; 1–2 sessions.
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Lab-anchored starting point
$0.10–$30per task
Budget a few dollars per attempt; $0.10 with cheap models, $30+ at max reasoning effort.
Based on SWE-bench per-task costs on the Verified and Multilingual splits ($0.05–$0.36 on efficient models, higher with reasoning effort) and HAL's cross-agent range of $0.08–$32 per SWE-bench Verified task. Full basis and evidence.
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