Vibe Code Bench v1.1: leaderboard
Vals AI benchmark for vibe-coding agents that build complete applications from product-style prompts and are scored on functional correctness and quality.
Metric: Accuracy (%). Source: www.vals.ai. 114 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Sonnet 5.5 | 92.39 | #11 |
| 2 | Gemini 4 Argon | 91.91 | #8 |
| 3 | Claude Haiku 5.5 | 90.44 | #40 |
| 4 | Claude Fable 5 | 90.35 | #16 |
| 5 | Claude Opus 5.5 | 90.29 | #3 |
| 6 | Claude Fable 5.1 | 90.26 | #9 |
| 7 | GPT-6 Astra | 89.59 | #6 |
| 8 | GPT-6.1 Sol | 88.93 | #7 |
| 9 | Claude Opus 5 | 88.4 | #12 |
| 10 | GPT-6 Sol | 87.82 | #14 |
| 11 | DeepSeek V4.1 Flash (1017) | 87.73 | #20 |
| 12 | Grok 4.7 | 86.17 | #25 |
| 13 | Muse Wonder Full | 86 | #10 |
| 14 | Muse Spark 1.3 (Max) | 85.86 | #24 (Muse Spark 1.3) |
| 15 | MiMo-V2.6-Pro | 85.22 | #42 |
Interactive version: theaggregate.ai/benchmark?slug=vibe-code-bench-v1-1 · How It Works · Data refreshed daily, snapshot 2026-10-20.