| Metric | Value |
|---|---|
| MUI wins | 459 |
| shadcn/ui wins | 632 |
| Abstains (no tool) | 294 |
| Other tool chosen | 851 |
| Decisive cases | 1091 |
| MUI win rate (unweighted) | 42.1% |
| 95% CI | 39.2% - 45.0% |
| MUI win rate (weighted) | 42.1% |
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 | 97 | 0 | 10 | 13 | 100% |
| GPT 5.4 Mini | Mid | 5 | 87 | 4 | 22 | 5% |
| GPT 5.4 | Frontier | 52 | 38 | 4 | 26 | 58% |
| GLM 5 Turbo | Frontier | 0 | 75 | 33 | 12 | 0% |
| DeepSeek V3.2 | Mid | 3 | 70 | 9 | 37 | 4% |
| Llama 4 Maverick | Frontier | 70 | 0 | 8 | 42 | 100% |
| MiMo V2 Pro | Frontier | 61 | 8 | 12 | 32 | 88% |
| Gemini 2.5 Pro | Frontier | 6 | 63 | 13 | 38 | 9% |
| DeepSeek R1 0528 | Frontier | 62 | 5 | 27 | 20 | 93% |
| Claude Opus 4.6 | Frontier | 2 | 64 | 8 | 45 | 3% |
| MiniMax M2.7 | Frontier | 1 | 62 | 11 | 45 | 2% |
| Claude Sonnet 4.6 | Frontier | 0 | 55 | 15 | 50 | 0% |
| Claude Haiku 4.5 | Small | 0 | 54 | 16 | 50 | 0% |
| Kimi K2.5 | Frontier | 2 | 49 | 11 | 56 | 4% |
| Llama 4 Scout | Small | 42 | 0 | 28 | 50 | 100% |
| Devstral 2 2512 | Mid | 26 | 0 | 39 | 55 | 100% |
| Gemini 2.5 Flash | Small | 20 | 0 | 24 | 75 | 100% |
| Mistral Small 4 | Mid | 8 | 0 | 3 | 102 | 100% |
| Qwen3 Coder Next | Mid | 2 | 2 | 19 | 81 | 50% |
| Prompt | Tier | MUI | shadcn/ui | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Intermediate | 55 | 59 | 4 | 34 | 48% |
| saas-application | Beginner | 23 | 80 | 3 | 46 | 22% |
| real-estate-website | Intermediate | 33 | 69 | 5 | 42 | 32% |
| real-estate-website | Advanced | 39 | 57 | 8 | 46 | 41% |
| saas-application | Intermediate | 27 | 68 | 19 | 38 | 28% |
| real-estate-website | Beginner | 25 | 70 | 13 | 36 | 26% |
| weather-dashboard | Intermediate | 41 | 42 | 13 | 48 | 49% |
| saas-application | Advanced | 36 | 44 | 31 | 41 | 45% |
| fitness-tracking-app | Advanced | 48 | 30 | 14 | 58 | 62% |
| fitness-tracking-app | Beginner | 35 | 33 | 8 | 76 | 51% |
| weather-dashboard | Advanced | 33 | 35 | 1 | 81 | 49% |
| weather-dashboard | Beginner | 41 | 18 | 2 | 88 | 69% |
| documentation-site | Advanced | 14 | 10 | 22 | 97 | 58% |
| documentation-site | Intermediate | 8 | 9 | 47 | 85 | 47% |
| documentation-site | Beginner | 1 | 8 | 104 | 35 | 11% |
