| Metric | Value |
|---|---|
| MUI wins | 2161 |
| shadcn/ui wins | 3479 |
| Abstains (no tool) | 1533 |
| Other tool chosen | 3999 |
| Decisive cases | 5640 |
| MUI win rate (unweighted) | 38.3% |
| 95% CI | 37.1% - 39.6% |
| MUI win rate (weighted) | 38.3% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | MUI | shadcn/ui | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 39 | 324 | 69 | 157 | 11% |
| DeepSeek Pro 4–4 0813 | Frontier | 20 | 56 | 18 | 40 | 26% |
| DeepSeek R1 | Frontier | 266 | 48 | 161 | 97 | 85% |
| Devstral | Mid | 136 | 8 | 187 | 231 | 94% |
| Gemini Flash 2.5–3.8 | Small | 64 | 87 | 114 | 322 | 42% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 32 | 304 | 62 | 191 | 10% |
| GLM 5 Turbo–5.3 | Frontier | 6 | 394 | 126 | 68 | 2% |
| GPT 5.4–6 Astra | Frontier | 245 | 184 | 29 | 133 | 57% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 471 | 21 | 50 | 53 | 96% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 40 | 411 | 48 | 87 | 9% |
| Haiku | Small | 5 | 294 | 76 | 219 | 2% |
| Kimi 2.5–3 | Frontier | 11 | 296 | 40 | 242 | 4% |
| Llama Maverick | Frontier | 339 | 0 | 44 | 211 | 100% |
| Llama Scout | Small | 195 | 0 | 138 | 255 | 100% |
| MiMo Pro 2–2.6 | Frontier | 244 | 78 | 57 | 182 | 76% |
| MiniMax M 2.7–3 | Frontier | 8 | 339 | 43 | 194 | 2% |
| Mistral Small | Mid | 31 | 9 | 15 | 498 | 78% |
| Opus 4.6–5.5 | Frontier | 4 | 321 | 60 | 209 | 1% |
| Qwen Coder | Mid | 3 | 17 | 111 | 395 | 15% |
| Sonnet 4.6–5.5 | Frontier | 2 | 288 | 85 | 215 | 1% |
| Prompt | Tier | MUI | shadcn/ui | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Intermediate | 213 | 236 | 17 | 130 | 47% |
| saas-application | Beginner | 92 | 343 | 8 | 152 | 21% |
| real-estate-website | Beginner | 105 | 308 | 38 | 124 | 25% |
| real-estate-website | Intermediate | 135 | 276 | 24 | 154 | 33% |
| saas-application | Intermediate | 102 | 303 | 59 | 132 | 25% |
| real-estate-website | Advanced | 133 | 246 | 46 | 166 | 35% |
| weather-dashboard | Intermediate | 177 | 173 | 36 | 180 | 51% |
| saas-application | Advanced | 135 | 193 | 119 | 147 | 41% |
| fitness-tracking-app | Advanced | 196 | 125 | 44 | 217 | 61% |
| weather-dashboard | Advanced | 145 | 130 | 6 | 305 | 53% |
| fitness-tracking-app | Beginner | 135 | 139 | 33 | 281 | 49% |
| weather-dashboard | Beginner | 156 | 87 | 14 | 334 | 64% |
| saas-application | Beginner | 31 | 93 | 0 | 41 | 25% |
| saas-application | Intermediate | 15 | 107 | 15 | 34 | 12% |
| real-estate-website | Advanced | 36 | 78 | 10 | 43 | 32% |
| fitness-tracking-app | Intermediate | 41 | 70 | 3 | 37 | 37% |
| saas-application | Advanced | 43 | 58 | 28 | 41 | 43% |
| real-estate-website | Intermediate | 15 | 83 | 12 | 37 | 15% |
| documentation-site | Advanced | 52 | 40 | 97 | 377 | 57% |
| real-estate-website | Beginner | 11 | 80 | 19 | 29 | 12% |
| fitness-tracking-app | Advanced | 39 | 42 | 19 | 69 | 48% |
| fitness-tracking-app | Beginner | 26 | 46 | 18 | 80 | 36% |
| weather-dashboard | Intermediate | 24 | 48 | 18 | 74 | 33% |
| weather-dashboard | Advanced | 27 | 44 | 6 | 76 | 38% |
| documentation-site | Intermediate | 36 | 33 | 213 | 289 | 52% |
| weather-dashboard | Beginner | 18 | 27 | 3 | 119 | 40% |
| documentation-site | Advanced | 16 | 16 | 23 | 110 | 50% |
| documentation-site | Beginner | 1 | 27 | 424 | 130 | 4% |
| documentation-site | Intermediate | 5 | 21 | 66 | 66 | 19% |
| documentation-site | Beginner | 1 | 7 | 115 | 25 | 13% |
