1.7B Coding Agent Trained From Scratch for ~$1,000 Beats Claude 3 Opus and GPT-4o on SWE-bench

OfirPress · x · 2026-10-12

The nanoswe team trained a 1.7B coding agent from scratch with only about $1,000 of training compute, reaching 25.5% pass@1 on SWE-bench Verified — beating Claude 3 Opus (15.8%) and GPT-4o (23%) and setting a new record for their open SWE-bench speedrun. A follow-up thread explains how this was achieved.

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