| Metric | Value |
|---|---|
| MUI wins | 1623 |
| shadcn/ui wins | 2342 |
| Abstains (no tool) | 1059 |
| Other tool chosen | 2869 |
| Decisive cases | 3965 |
| MUI win rate (unweighted) | 40.9% |
| 95% CI | 39.4% - 42.5% |
| MUI win rate (weighted) | 40.9% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | MUI | shadcn/ui | None | Other | A rate |
|---|---|---|---|---|---|---|
| GPT 5.3 Codex | Frontier | 354 | 0 | 35 | 31 | 100% |
| GPT 5.4 Mini | Mid | 25 | 307 | 18 | 63 | 8% |
| Llama 4 Maverick | Frontier | 253 | 0 | 33 | 134 | 100% |
| Gemini 2.5 Pro | Frontier | 24 | 207 | 44 | 140 | 10% |
| GPT 5.4 | Frontier | 135 | 94 | 9 | 90 | 59% |
| DeepSeek R1 0528 | Frontier | 192 | 33 | 113 | 63 | 85% |
| Claude Haiku 4.5 | Small | 1 | 203 | 56 | 160 | 0% |
| GLM 5 Turbo | Frontier | 2 | 200 | 89 | 39 | 1% |
| DeepSeek V3.2 | Mid | 16 | 175 | 39 | 96 | 8% |
| Claude Sonnet 4.6 | Frontier | 2 | 188 | 64 | 166 | 1% |
| MiMo V2 Pro | Frontier | 160 | 24 | 31 | 99 | 87% |
| MiniMax M2.7 | Frontier | 3 | 176 | 25 | 117 | 2% |
| Claude Opus 4.6 | Frontier | 3 | 165 | 22 | 140 | 2% |
| Llama 4 Scout | Small | 144 | 0 | 107 | 166 | 100% |
| Kimi K2.5 | Frontier | 6 | 130 | 27 | 161 | 4% |
| Devstral 2 2512 | Mid | 105 | 0 | 117 | 182 | 100% |
| GLM 5.2 | Frontier | 2 | 71 | 6 | 10 | 3% |
| Kimi K2.7 Code | Frontier | 0 | 70 | 4 | 16 | 0% |
| MiniMax M3 | Frontier | 3 | 66 | 4 | 17 | 4% |
| GPT 5.5 | Frontier | 50 | 13 | 9 | 17 | 79% |
| MiMo V2.5 Pro | Frontier | 38 | 19 | 9 | 24 | 67% |
| Gemini 2.5 Flash | Small | 56 | 0 | 67 | 201 | 100% |
| DeepSeek V4 Flash | Mid | 9 | 47 | 11 | 22 | 16% |
| Gemini 3.5 Flash | Small | 0 | 55 | 7 | 28 | 0% |
| Claude Opus 4.8 | Frontier | 1 | 51 | 14 | 23 | 2% |
| DeepSeek V4 Pro | Frontier | 13 | 38 | 13 | 25 | 25% |
| Mistral Small 4 | Mid | 23 | 1 | 6 | 356 | 96% |
| Qwen3 Coder Next | Mid | 3 | 9 | 80 | 283 | 25% |
| Prompt | Tier | MUI | shadcn/ui | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Intermediate | 192 | 208 | 15 | 122 | 48% |
| saas-application | Beginner | 77 | 306 | 6 | 147 | 20% |
| real-estate-website | Beginner | 96 | 274 | 32 | 115 | 26% |
| real-estate-website | Intermediate | 120 | 242 | 23 | 145 | 33% |
| saas-application | Intermediate | 89 | 270 | 58 | 120 | 25% |
| real-estate-website | Advanced | 119 | 219 | 42 | 152 | 35% |
| weather-dashboard | Intermediate | 161 | 152 | 33 | 163 | 51% |
| saas-application | Advanced | 119 | 170 | 110 | 136 | 41% |
| fitness-tracking-app | Advanced | 175 | 109 | 41 | 199 | 62% |
| fitness-tracking-app | Beginner | 122 | 119 | 30 | 259 | 51% |
| weather-dashboard | Advanced | 127 | 113 | 6 | 281 | 53% |
| weather-dashboard | Beginner | 145 | 72 | 11 | 305 | 67% |
| documentation-site | Advanced | 45 | 35 | 87 | 341 | 56% |
| documentation-site | Intermediate | 35 | 28 | 187 | 265 | 56% |
| documentation-site | Beginner | 1 | 25 | 378 | 119 | 4% |
