| Metric | Value |
|---|---|
| MUI wins | 1551 |
| shadcn/ui wins | 2258 |
| Abstains (no tool) | 1097 |
| Other tool chosen | 2914 |
| Decisive cases | 3809 |
| MUI win rate (unweighted) | 40.7% |
| 95% CI | 39.2% - 42.3% |
| MUI win rate (weighted) | 40.7% |
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 | 346 | 2 | 33 | 39 | 99% |
| GPT 5.4 Mini | Mid | 24 | 309 | 18 | 62 | 7% |
| GPT 5.4 | Frontier | 154 | 133 | 11 | 104 | 54% |
| GLM 5 Turbo | Frontier | 2 | 250 | 106 | 47 | 1% |
| Llama 4 Maverick | Frontier | 244 | 0 | 31 | 144 | 100% |
| DeepSeek V3.2 | Mid | 20 | 220 | 48 | 113 | 8% |
| Gemini 2.5 Pro | Frontier | 26 | 211 | 45 | 134 | 11% |
| DeepSeek R1 0528 | Frontier | 189 | 31 | 113 | 70 | 86% |
| MiniMax M2.7 | Frontier | 5 | 212 | 33 | 145 | 2% |
| MiMo V2 Pro | Frontier | 181 | 34 | 38 | 129 | 84% |
| Claude Opus 4.6 | Frontier | 3 | 205 | 35 | 162 | 1% |
| Claude Haiku 4.5 | Small | 2 | 205 | 55 | 158 | 1% |
| Claude Sonnet 4.6 | Frontier | 1 | 196 | 61 | 160 | 1% |
| Kimi K2.5 | Frontier | 7 | 168 | 32 | 192 | 4% |
| Llama 4 Scout | Small | 139 | 0 | 104 | 175 | 100% |
| Devstral 2 2512 | Mid | 100 | 5 | 140 | 173 | 95% |
| Gemini 2.5 Flash | Small | 61 | 0 | 94 | 242 | 100% |
| Mistral Small 4 | Mid | 24 | 5 | 10 | 346 | 83% |
| GLM 5.2 | Frontier | 2 | 11 | 1 | 1 | 15% |
| Qwen3 Coder Next | Mid | 2 | 10 | 77 | 280 | 17% |
| Kimi K2.7 Code | Frontier | 0 | 12 | 0 | 3 | 0% |
| GPT 5.5 | Frontier | 9 | 1 | 2 | 3 | 90% |
| Gemini 3.5 Flash | Small | 0 | 10 | 1 | 4 | 0% |
| MiMo V2.5 Pro | Frontier | 5 | 3 | 1 | 6 | 63% |
| DeepSeek V4 Pro | Frontier | 2 | 6 | 2 | 5 | 25% |
| MiniMax M3 | Frontier | 0 | 8 | 1 | 6 | 0% |
| DeepSeek V4 Flash | Mid | 3 | 4 | 3 | 5 | 43% |
| Claude Opus 4.8 | Frontier | 0 | 7 | 2 | 6 | 0% |
| Prompt | Tier | MUI | shadcn/ui | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Intermediate | 157 | 164 | 15 | 102 | 49% |
| saas-application | Beginner | 66 | 241 | 5 | 126 | 21% |
| real-estate-website | Beginner | 76 | 215 | 29 | 101 | 26% |
| real-estate-website | Intermediate | 101 | 184 | 23 | 124 | 35% |
| saas-application | Intermediate | 73 | 207 | 53 | 105 | 26% |
| real-estate-website | Advanced | 103 | 167 | 33 | 130 | 38% |
| weather-dashboard | Intermediate | 127 | 116 | 32 | 138 | 52% |
| saas-application | Advanced | 96 | 131 | 89 | 120 | 42% |
| fitness-tracking-app | Advanced | 140 | 83 | 32 | 172 | 63% |
| fitness-tracking-app | Beginner | 102 | 92 | 21 | 219 | 53% |
| weather-dashboard | Advanced | 103 | 85 | 4 | 237 | 55% |
| weather-dashboard | Beginner | 122 | 50 | 9 | 253 | 71% |
| fitness-tracking-app | Intermediate | 27 | 42 | 1 | 24 | 39% |
| real-estate-website | Advanced | 25 | 43 | 7 | 19 | 37% |
| saas-application | Intermediate | 9 | 59 | 10 | 17 | 13% |
| saas-application | Beginner | 18 | 49 | 0 | 24 | 27% |
| documentation-site | Advanced | 37 | 26 | 74 | 274 | 59% |
| real-estate-website | Intermediate | 9 | 51 | 9 | 24 | 15% |
| real-estate-website | Beginner | 8 | 49 | 13 | 17 | 14% |
| saas-application | Advanced | 27 | 27 | 19 | 22 | 50% |
| documentation-site | Intermediate | 29 | 21 | 146 | 224 | 58% |
| weather-dashboard | Advanced | 20 | 29 | 1 | 44 | 41% |
| fitness-tracking-app | Advanced | 21 | 22 | 14 | 37 | 49% |
| fitness-tracking-app | Beginner | 17 | 26 | 10 | 42 | 40% |
| weather-dashboard | Intermediate | 15 | 25 | 13 | 40 | 38% |
| documentation-site | Beginner | 1 | 22 | 304 | 97 | 4% |
| weather-dashboard | Beginner | 10 | 11 | 3 | 71 | 48% |
| documentation-site | Advanced | 9 | 8 | 14 | 61 | 53% |
| documentation-site | Intermediate | 3 | 9 | 40 | 35 | 25% |
| documentation-site | Beginner | 0 | 4 | 74 | 15 | 0% |
