Replit's ViBench 2.0: top models pass only 49-65% of long-horizon builds

amasad · x · 2026-10-29

Replit released ViBench 2.0, a benchmark for long-horizon software building where agents start from an empty project and build a whole product feature-by-feature without seeing what comes next. Even the best models (GPT-6.1 Sol, GPT-6 Astra, Opus 5.5) pass every check in only 49-65% of builds, with GPT-6.1 Sol in the lead. The benchmark is now part of Fireworks AI's Specialized Intelligence Index with official results from Fireworks' runs.

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