Claude Opus 5 Tops ProgramBench with Massive Leap in Zero-Shot Program Building

jyangballin · x · 2026-08-14

A recent tweet discussed the latest progress on ProgramBench, a highly challenging benchmark requiring AI agents to rebuild whole programs (like sqlite, ffmpeg, php) from scratch.

When initially launched, models could only solve 2 out of 200 tasks. However, the newly evaluated Claude Opus 5 (xhigh) made an enormous jump, fully resolving 9 task instances (a 4.5% solve rate). It is now the clear #1 on the leaderboard, demonstrating a significant capability leap in complex coding tasks.

Related event: Claude Opus 5 Tops ProgramBench Coding Benchmark(7 posts)→

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