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Vibe Code Bench v1.1 Scores

Vals.ai Vibe Code Bench v1.1 accuracy for building web applications from scratch. Color = provider.

Vibe Code Bench v1.1 Scores
Vibe Code Bench v1.1 Scores
Vals.ai Vibe Code Bench v1.1 accuracy for building web applications from scratch. Color = provider.

How to read this chart

Bars rank models by the source-backed benchmark value used for this chart. Longer bars indicate higher published scores.

Data sources
Vals.ai Vibe Code BenchVals.ai Vibe Code Bench v1.1
Data updated Sep 10, 2026
More / ExperimentalVibe Code Bench v1.1 vs Effective CostX = effective cost (log). Y = Vibe Code Bench v1.1 score. Color = provider.Data: Artificial Analysis, ARC Prize, Vals Index v2 Cost per Test +3 moreOpen chartCoreIQ Bell CurveEach model's estimated IQ, placed on a standard normal IQ distribution.Data: ARC Prize, Full source leaderboard reconciliation, Full source leaderboard reconciliation +26 moreOpen chartIQ BenchmarksARC-AGI-3 Benchmark ScoresEach model's ARC-AGI-3 score. Color = provider.Data: ARC PrizeOpen chartIQ BenchmarksARC-AGI-2 ScoresEach model's ARC-AGI-2 score. Color = provider.Data: ARC PrizeOpen chartIQ BenchmarksARC-AGI-1 Benchmark ScoresEach model's ARC-AGI-1 score. Color = provider.Data: ARC PrizeOpen chartIQ BenchmarksFrontierMath Tier 4 Benchmark ScoresEach model's FrontierMath Tier 4 score. Color = provider.Data: Epoch AI FrontierMathOpen chartIQ BenchmarksFrontierMath Tier 1-3 Benchmark ScoresEach model's FrontierMath Tier 1-3 score. Color = provider.Data: Epoch AI FrontierMathOpen chart