| Metric | Value |
|---|---|
| shadcn/ui wins | 2258 |
| MUI wins | 1551 |
| Abstains (no tool) | 1097 |
| Other tool chosen | 2914 |
| Decisive cases | 3809 |
| shadcn/ui win rate (unweighted) | 59.3% |
| 95% CI | 57.7% - 60.8% |
| shadcn/ui win rate (weighted) | 59.3% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | shadcn/ui | MUI | None | Other | A rate |
|---|---|---|---|---|---|---|
| GPT 5.3 Codex | Frontier | 2 | 346 | 33 | 39 | 1% |
| GPT 5.4 Mini | Mid | 309 | 24 | 18 | 62 | 93% |
| GPT 5.4 | Frontier | 133 | 154 | 11 | 104 | 46% |
| GLM 5 Turbo | Frontier | 250 | 2 | 106 | 47 | 99% |
| Llama 4 Maverick | Frontier | 0 | 244 | 31 | 144 | 0% |
| DeepSeek V3.2 | Mid | 220 | 20 | 48 | 113 | 92% |
| Gemini 2.5 Pro | Frontier | 211 | 26 | 45 | 134 | 89% |
| DeepSeek R1 0528 | Frontier | 31 | 189 | 113 | 70 | 14% |
| MiniMax M2.7 | Frontier | 212 | 5 | 33 | 145 | 98% |
| MiMo V2 Pro | Frontier | 34 | 181 | 38 | 129 | 16% |
| Claude Opus 4.6 | Frontier | 205 | 3 | 35 | 162 | 99% |
| Claude Haiku 4.5 | Small | 205 | 2 | 55 | 158 | 99% |
| Claude Sonnet 4.6 | Frontier | 196 | 1 | 61 | 160 | 99% |
| Kimi K2.5 | Frontier | 168 | 7 | 32 | 192 | 96% |
| Llama 4 Scout | Small | 0 | 139 | 104 | 175 | 0% |
| Devstral 2 2512 | Mid | 5 | 100 | 140 | 173 | 5% |
| Gemini 2.5 Flash | Small | 0 | 61 | 94 | 242 | 0% |
| Mistral Small 4 | Mid | 5 | 24 | 10 | 346 | 17% |
| GLM 5.2 | Frontier | 11 | 2 | 1 | 1 | 85% |
| Kimi K2.7 Code | Frontier | 12 | 0 | 0 | 3 | 100% |
| Qwen3 Coder Next | Mid | 10 | 2 | 77 | 280 | 83% |
| Gemini 3.5 Flash | Small | 10 | 0 | 1 | 4 | 100% |
| GPT 5.5 | Frontier | 1 | 9 | 2 | 3 | 10% |
| MiniMax M3 | Frontier | 8 | 0 | 1 | 6 | 100% |
| DeepSeek V4 Pro | Frontier | 6 | 2 | 2 | 5 | 75% |
| MiMo V2.5 Pro | Frontier | 3 | 5 | 1 | 6 | 38% |
| Claude Opus 4.8 | Frontier | 7 | 0 | 2 | 6 | 100% |
| DeepSeek V4 Flash | Mid | 4 | 3 | 3 | 5 | 57% |
| Prompt | Tier | shadcn/ui | MUI | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Intermediate | 164 | 157 | 15 | 102 | 51% |
| saas-application | Beginner | 241 | 66 | 5 | 126 | 79% |
| real-estate-website | Beginner | 215 | 76 | 29 | 101 | 74% |
| real-estate-website | Intermediate | 184 | 101 | 23 | 124 | 65% |
| saas-application | Intermediate | 207 | 73 | 53 | 105 | 74% |
| real-estate-website | Advanced | 167 | 103 | 33 | 130 | 62% |
| weather-dashboard | Intermediate | 116 | 127 | 32 | 138 | 48% |
| saas-application | Advanced | 131 | 96 | 89 | 120 | 58% |
| fitness-tracking-app | Advanced | 83 | 140 | 32 | 172 | 37% |
| fitness-tracking-app | Beginner | 92 | 102 | 21 | 219 | 47% |
| weather-dashboard | Advanced | 85 | 103 | 4 | 237 | 45% |
| weather-dashboard | Beginner | 50 | 122 | 9 | 253 | 29% |
| fitness-tracking-app | Intermediate | 42 | 27 | 1 | 24 | 61% |
| saas-application | Intermediate | 59 | 9 | 10 | 17 | 87% |
| real-estate-website | Advanced | 43 | 25 | 7 | 19 | 63% |
| saas-application | Beginner | 49 | 18 | 0 | 24 | 73% |
| documentation-site | Advanced | 26 | 37 | 74 | 274 | 41% |
| real-estate-website | Intermediate | 51 | 9 | 9 | 24 | 85% |
| real-estate-website | Beginner | 49 | 8 | 13 | 17 | 86% |
| saas-application | Advanced | 27 | 27 | 19 | 22 | 50% |
| documentation-site | Intermediate | 21 | 29 | 146 | 224 | 42% |
| weather-dashboard | Advanced | 29 | 20 | 1 | 44 | 59% |
| fitness-tracking-app | Beginner | 26 | 17 | 10 | 42 | 60% |
| fitness-tracking-app | Advanced | 22 | 21 | 14 | 37 | 51% |
| weather-dashboard | Intermediate | 25 | 15 | 13 | 40 | 63% |
| documentation-site | Beginner | 22 | 1 | 304 | 97 | 96% |
| weather-dashboard | Beginner | 11 | 10 | 3 | 71 | 52% |
| documentation-site | Advanced | 8 | 9 | 14 | 61 | 47% |
| documentation-site | Intermediate | 9 | 3 | 40 | 35 | 75% |
| documentation-site | Beginner | 4 | 0 | 74 | 15 | 100% |
