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Replit's ViBench 2.0 gives top AI models a 49%-65% whole-product pass rate

Replit released ViBench 2.0, a benchmark that tests whether AI agents can build 17 complete software products from scratch, adding features in sequence and checking the finished apps in a browser. In Fireworks AI's runs, the top three models passed every test plan in 49% to 65% of builds, according to Replit's announcement and methodology post. Replit published a public harness so teams can reproduce the results, though the vendor-built test suite and partial holdout set limit how broadly the scores apply.

by read1 min views2 publishedOct 28, 2026
Replit's ViBench 2.0 gives top AI models a 49%-65% whole-product pass rate
Image: Runtimewire (auto-discovered)

The benchmark tests agents building 17 products from scratch, adding features in sequence and checking the finished apps in a browser.

        By [Ryan Merket](https://runtimewire.com/author/ryan-merket)
        · Published 

Primary source: [replit.com](https://replit.com/blog/vibench-2-long-horizon-software-benchmark)

Why it matters #

Whole-product tests expose failures that feature-by-feature coding benchmarks can miss. ViBench's public harness gives teams a way to reproduce Replit's results, while its vendor-built test suite and partial holdout set are important limits on how broadly to apply the scores.

Replit has released ViBench 2.0, a benchmark that measures whether AI agents can build complete software products feature by feature. In Fireworks AI's runs, the top three models passed every test plan in 49% to 65% of builds, according to Replit's announcement and its methodology post.…

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