| Metric | Value |
|---|---|
| React wins | 206 |
| Chakra UI wins | 226 |
| Abstains (no tool) | 788 |
| Other tool chosen | 4635 |
| Decisive cases | 432 |
| React win rate (unweighted) | 47.7% |
| 95% CI | 43.0% - 52.4% |
| React win rate (weighted) | 47.7% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | React | Chakra UI | None | Other | A rate |
|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | Small | 21 | 112 | 62 | 114 | 16% |
| Llama 4 Scout | Small | 75 | 0 | 75 | 164 | 100% |
| Qwen3 Coder Next | Mid | 1 | 49 | 55 | 173 | 2% |
| Llama 4 Maverick | Frontier | 40 | 0 | 23 | 252 | 100% |
| Devstral 2 2512 | Mid | 34 | 3 | 93 | 184 | 92% |
| MiMo V2 Pro | Frontier | 6 | 12 | 28 | 253 | 33% |
| DeepSeek V3.2 | Mid | 15 | 0 | 36 | 260 | 100% |
| DeepSeek R1 0528 | Frontier | 7 | 6 | 82 | 206 | 54% |
| Claude Opus 4.6 | Frontier | 0 | 13 | 21 | 281 | 0% |
| Mistral Small 4 | Mid | 3 | 9 | 4 | 273 | 25% |
| Claude Sonnet 4.6 | Frontier | 0 | 12 | 50 | 253 | 0% |
| GPT 5.4 Mini | Mid | 1 | 7 | 14 | 288 | 13% |
| MiniMax M2.7 | Frontier | 0 | 2 | 23 | 281 | 0% |
| Claude Haiku 4.5 | Small | 1 | 0 | 43 | 271 | 100% |
| Gemini 2.5 Pro | Frontier | 1 | 0 | 33 | 277 | 100% |
| GPT 5.4 | Frontier | 1 | 0 | 9 | 303 | 100% |
| Kimi K2.5 | Frontier | 0 | 1 | 26 | 283 | 0% |
| GLM 5 Turbo | Frontier | 0 | 0 | 85 | 230 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 26 | 289 | n/a |
| Prompt | Tier | React | Chakra UI | None | Other | A rate |
|---|---|---|---|---|---|---|
| documentation-site | Advanced | 36 | 24 | 68 | 245 | 60% |
| real-estate-website | Beginner | 24 | 25 | 27 | 307 | 49% |
| weather-dashboard | Advanced | 37 | 4 | 4 | 345 | 90% |
| real-estate-website | Advanced | 26 | 12 | 29 | 327 | 68% |
| saas-application | Beginner | 19 | 19 | 4 | 357 | 50% |
| fitness-tracking-app | Intermediate | 6 | 32 | 14 | 347 | 16% |
| documentation-site | Intermediate | 24 | 9 | 131 | 219 | 73% |
| fitness-tracking-app | Advanced | 6 | 27 | 29 | 327 | 18% |
| fitness-tracking-app | Beginner | 2 | 25 | 18 | 350 | 7% |
| real-estate-website | Intermediate | 7 | 19 | 21 | 347 | 27% |
| weather-dashboard | Intermediate | 3 | 17 | 31 | 327 | 15% |
| weather-dashboard | Beginner | 13 | 3 | 7 | 373 | 81% |
| saas-application | Intermediate | 2 | 4 | 48 | 345 | 33% |
| saas-application | Advanced | 0 | 6 | 83 | 309 | 0% |
| documentation-site | Beginner | 1 | 0 | 274 | 110 | 100% |
