Vibe Code Bench v1.1
Building complete web applications from a plain-language spec, graded by automated end-to-end tests. Run by Vals AI.
| Category | Frontend |
|---|---|
| Metric | Accuracy (%) |
| Source | Vals AI (evaluator) |
| License | None stated |
| Benchmark page | www.vals.ai |
| Status | Scored |
| Weight | 1.1 within Frontend |
| Fit | Discrimination 2.01, noise 0.10 |
Results
| # | Model | Provider | Result | Date |
|---|---|---|---|---|
| 1 | Claude Fable 5.2 High | Anthropic | 93.8% | 2026-11-09 |
| 2 | Claude Sonnet 5.5 Max | Anthropic | 92.4% | 2026-11-09 |
| 3 | Gemini 4 Argon High | 91.9% | 2026-11-09 | |
| 4 | Claude Haiku 5.5 Max | Anthropic | 90.4% | 2026-11-09 |
| 5 | Claude Fable 5 Max | Anthropic | 90.4% | 2026-11-09 |
| 6 | Claude Opus 5.5 Max | Anthropic | 90.3% | 2026-11-09 |
| 7 | Claude Fable 5.1 Max | Anthropic | 90.3% | 2026-11-09 |
| 8 | GPT-6 Astra Max | OpenAI | 89.6% | 2026-11-09 |
| 9 | Gemini 4 Carbon High | 89.1% | 2026-11-09 | |
| 10 | GPT-6.1 Sol Max | OpenAI | 88.9% | 2026-11-09 |
| 11 | Claude Opus 5 | Anthropic | 88.4% | 2026-11-09 |
| 12 | GPT-6 Sol Max | OpenAI | 87.8% | 2026-11-09 |
| 13 | DeepSeek V4.1 Flash 1017 Max | DeepSeek | 87.7% | 2026-11-09 |
| 14 | Grok 4.7 Extra High | xAI | 86.2% | 2026-11-09 |
| 15 | Muse Wonder Full Max | Meta | 86.0% | 2026-11-09 |
| 16 | Muse Spark 1.3 Max | Meta | 85.9% | 2026-11-09 |
| 17 | MiMo-V2.6-Pro | Xiaomi | 85.2% | 2026-11-09 |
| 18 | Kimi K3 Max | Moonshot AI | 85.0% | 2026-11-09 |
| 19 | Kimi K3.1 Pro Max | Moonshot AI | 84.9% | 2026-11-09 |
| 20 | DeepSeek V4.1 Flash High | DeepSeek | 84.7% | 2026-11-09 |
| 21 | GPT-6.1 Terra Max | OpenAI | 84.0% | 2026-11-09 |
| 22 | Ember-1 | Fireworks | 83.9% | 2026-11-09 |
| 23 | Muse Ember Max | Meta | 83.7% | 2026-11-09 |
| 24 | Muse Wonder Max | Meta | 83.1% | 2026-11-09 |
| 25 | Muse Spark 1.3 Extra High | Meta | 82.9% | 2026-11-09 |
| 26 | Claude Opus 4.8 Max | Anthropic | 82.7% | 2026-11-09 |
| 27 | DeepSeek V4 Pro 0813 Max | DeepSeek | 82.3% | 2026-11-09 |
| 28 | GPT-6 Luna Max | OpenAI | 81.6% | 2026-11-09 |
| 29 | Inkling 2 Small | Thinking Machines | 81.5% | 2026-11-09 |
| 30 | Claude Sonnet 5 Max | Anthropic | 81.3% | 2026-11-09 |
| 31 | Hy4 | Tencent | 81.0% | 2026-11-09 |
| 32 | GPT-5.6 Sol Max | OpenAI | 80.5% | 2026-11-09 |
| 33 | Muse Spark 1.2 Extra High | Meta | 79.1% | 2026-11-09 |
| 34 | MiMo-V2.6-Flash | Xiaomi | 79.0% | 2026-11-09 |
| 35 | Gemini 3.8 Flash High | 78.7% | 2026-11-09 | |
| 36 | Mistral Large 4 High | Mistral | 78.4% | 2026-11-09 |
| 37 | GLM-5.3 Max | Zhipu AI | 78.1% | 2026-11-09 |
| 38 | Claude Opus 4.8 | Anthropic | 77.5% | 2026-11-09 |
| 39 | Hy4 preview | Tencent | 77.5% | 2026-11-09 |
| 40 | GPT-5.6 Luna Max | OpenAI | 77.1% | 2026-11-09 |
| 41 | Grok 4.6 High | xAI | 76.2% | 2026-11-09 |
| 42 | Muse Spark Open Extra High | Meta | 76.2% | 2026-11-09 |
| 43 | DeepSeek V4 Flash 0731 High | DeepSeek | 74.7% | 2026-11-09 |
| 44 | GPT-5.6 Terra Max | OpenAI | 74.6% | 2026-11-09 |
| 45 | MiniMax-M3.1-Flash Max | MiniMax | 73.9% | 2026-11-09 |
| 46 | Muse Spark 1.1 Extra High | Meta | 72.2% | 2026-11-09 |
| 47 | Claude Opus 4.7 Max | Anthropic | 71.0% | 2026-11-09 |
| 48 | Step 5 Preview | StepFun | 70.4% | 2026-11-09 |
| 49 | Gemini 3.7 Flash High | 70.4% | 2026-11-09 | |
| 50 | GPT-5.5 Extra High | OpenAI | 69.8% | 2026-11-09 |
| 51 | Grok 4.5 High | xAI | 69.0% | 2026-11-09 |
| 52 | GPT-5.4 Extra High | OpenAI | 67.4% | 2026-11-09 |
| 53 | Beam 1.0 | Reflection | 66.4% | 2026-11-09 |
| 54 | Qwen3.8 27B Extra High | Alibaba | 64.9% | 2026-11-09 |
| 55 | Qwen3.8 Max | Alibaba | 64.7% | 2026-11-09 |
| 56 | Gemini 3.6 Flash High | 64.0% | 2026-11-09 | |
| 57 | GLM-5.2 Max | Zhipu AI | 64.0% | 2026-11-09 |
| 58 | GPT-5.3 Codex Extra High | OpenAI | 61.8% | 2026-11-09 |
| 59 | Mercury 3 High | Inception | 60.9% | 2026-11-09 |
| 60 | Claude Opus 4.6 Max | Anthropic | 57.6% | 2026-11-09 |
| 61 | Claude Sonnet 4.6 | Anthropic | 55.8% | 2026-11-09 |
| 62 | GPT-5.2 Extra High | OpenAI | 53.5% | 2026-11-09 |
| 63 | Claude Opus 4.6 Thinking | Anthropic | 53.5% | 2026-11-09 |
| 64 | Claude Sonnet 4.6 Max | Anthropic | 51.5% | 2026-11-09 |
| 65 | DeepSeek V4 Pro Max | DeepSeek | 49.9% | 2026-11-09 |
| 66 | Composer 2.5 | Cursor | 49.6% | 2026-11-09 |
| 67 | Gemini 3.5 Flash High | 48.7% | 2026-11-09 | |
| 68 | GPT-5.4 | OpenAI | 48.5% | 2026-11-09 |
| 69 | GPT-5.4 mini Extra High | OpenAI | 48.0% | 2026-11-09 |
| 70 | Qwen3.7 Max | Alibaba | 47.7% | 2026-11-09 |
| 71 | MiniMax-M3 | MiniMax | 47.6% | 2026-11-09 |
| 72 | Kimi K2.7 Code | Moonshot AI | 47.2% | 2026-11-09 |
| 73 | Qwen3.7 Plus | Alibaba | 46.4% | 2026-11-09 |
| 74 | MiMo-V2.5 | Xiaomi | 42.2% | 2026-11-09 |
| 75 | GPT-5.2 Codex High | OpenAI | 37.9% | 2026-11-09 |
| 76 | Kimi K2.6 | Moonshot AI | 37.9% | 2026-11-09 |
| 77 | Gemini 3.5 Flash Lite High | 37.2% | 2026-11-09 | |
| 78 | MiMo-V2.5-Pro | Xiaomi | 34.1% | 2026-11-09 |
| 79 | Gemini 3.1 Pro Preview High | 32.0% | 2026-11-09 | |
| 80 | GLM-5.1 | Zhipu AI | 31.5% | 2026-11-09 |
| 81 | GLM-5.3-Flash Max | Zhipu AI | 30.8% | 2026-11-09 |
| 82 | GPT-5.4 nano High | OpenAI | 26.1% | 2026-11-09 |
| 83 | Qwen3.6 Plus | Alibaba | 25.6% | 2026-11-09 |
| 84 | GPT-5.1 High | OpenAI | 24.6% | 2026-11-09 |
| 85 | GLM-5 Thinking | Zhipu AI | 23.4% | 2026-11-09 |
| 86 | Claude Sonnet 4.5 Thinking | Anthropic | 22.6% | 2026-11-09 |
| 87 | GPT-5.1 Codex Max High | OpenAI | 22.2% | 2026-11-09 |
| 88 | Claude Opus 4.5 Thinking | Anthropic | 20.6% | 2026-11-09 |
| 89 | Gemini 3 Flash Preview High | 20.2% | 2026-11-09 | |
| 90 | GPT-5 High | OpenAI | 20.1% | 2026-11-09 |
| 91 | Muse Spark | Meta | 19.7% | 2026-11-09 |
| 92 | Grok 4.3 High | xAI | 19.4% | 2026-11-09 |
| 93 | Inkling | Thinking Machines | 19.2% | 2026-11-09 |
| 94 | Inkling Small | Thinking Machines | 19.1% | 2026-11-09 |
| 95 | Kimi K2.5 Thinking | Moonshot AI | 17.5% | 2026-11-09 |
| 96 | Qwen3.5 Plus Thinking | Alibaba | 15.7% | 2026-11-09 |
| 97 | MiniMax-M2.5 | MiniMax | 14.9% | 2026-11-09 |
| 98 | Gemini 3 Pro Preview High | 14.3% | 2026-11-09 | |
| 99 | GPT-5 Mini High | OpenAI | 14.2% | 2026-11-09 |
| 100 | Grok Build 0.1 | xAI | 13.3% | 2026-11-09 |
| 101 | GPT-5.1 Codex High | OpenAI | 13.1% | 2026-11-09 |
| 102 | Qwen3.6 27B | Alibaba | 11.9% | 2026-11-09 |
| 103 | MiniMax-M2.7 | MiniMax | 11.9% | 2026-11-09 |
| 104 | Claude Haiku 4.5 Thinking | Anthropic | 11.4% | 2026-11-09 |
| 105 | Laguna M.1 | Poolside | 11.0% | 2026-11-09 |
| 106 | Nemotron 3 Ultra 550B A55B | NVIDIA | 7.6% | 2026-11-09 |
| 107 | Laguna XS.2 | Poolside | 5.2% | 2026-11-09 |
| 108 | DeepSeek V3.2 High | DeepSeek | 5.1% | 2026-11-09 |
| 109 | Grok 4.20 (Reasoning) | xAI | 4.1% | 2026-11-09 |
| 110 | Nemotron 3.5 Super VL 120B A12B High | NVIDIA | 3.7% | 2026-11-09 |
| 111 | Mercury 2.5 High | Inception | 3.7% | 2026-11-09 |
| 112 | Qwen3 Max | Alibaba | 3.5% | 2026-11-09 |
| 113 | GLM-4.6 | Zhipu AI | 3.1% | 2026-11-09 |
| 114 | Mistral Medium 3.5 High | Mistral | 2.9% | 2026-11-09 |
| 115 | Grok 4.1 Fast (Reasoning) | xAI | 1.2% | 2026-11-09 |
| 116 | Gemini 2.5 Pro | 0.4% | 2026-11-09 | |
| 117 | X-Ai/Grok-4-Fast-Reasoning | xAI | 0.0% | 2026-11-09 |
| 118 | Gemini 3.1 Flash Lite Preview High | 0.0% | 2026-11-09 | |
| 119 | Mistral Small 4 High | Mistral | 0.0% | 2026-11-09 |