ProgramBench leaderboard: agents rebuild programs from binaries, Opus 5.5 tops at 18.5%

TheReedemer69 · reddit · 2026-11-15

The attached image shows the ProgramBench leaderboard (200 tasks, updated Oct 22) from Meta Superintelligence Labs, Stanford and Harvard: given only a compiled binary and docs, agents must architect and implement a full codebase reproducing the original program. Claude Opus 5.5 (xhigh, mini-SWE-agent) leads with 18.5% resolved (70.5% almost, $36.36 cost); Claude Fable 5.1 hits 9.0% ($56.84), Meta's Muse Wonder Full 8.5%, Muse (xhigh) 5.5%, GPT 6 Astra (max) 5.0% ($11.47). The poster asks for predictions on Fable 5.2.

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