| Metric | Value |
|---|---|
| Chakra UI wins | 292 |
| React wins | 295 |
| Abstains (no tool) | 1097 |
| Other tool chosen | 6136 |
| Decisive cases | 587 |
| Chakra UI win rate (unweighted) | 49.7% |
| 95% CI | 45.7% - 53.8% |
| Chakra UI win rate (weighted) | 49.7% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Chakra UI | React | None | Other | A rate |
|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | Small | 142 | 30 | 94 | 131 | 83% |
| Llama 4 Scout | Small | 0 | 113 | 104 | 201 | 0% |
| Qwen3 Coder Next | Mid | 64 | 3 | 77 | 225 | 96% |
| Llama 4 Maverick | Frontier | 0 | 53 | 31 | 335 | 0% |
| Devstral 2 2512 | Mid | 3 | 40 | 140 | 235 | 7% |
| MiMo V2 Pro | Frontier | 16 | 8 | 38 | 320 | 67% |
| Mistral Small 4 | Mid | 12 | 10 | 10 | 353 | 55% |
| DeepSeek R1 0528 | Frontier | 9 | 11 | 113 | 270 | 45% |
| DeepSeek V3.2 | Mid | 0 | 20 | 48 | 333 | 0% |
| Claude Sonnet 4.6 | Frontier | 15 | 0 | 61 | 342 | 100% |
| Claude Opus 4.6 | Frontier | 13 | 0 | 35 | 357 | 100% |
| GPT 5.4 Mini | Mid | 7 | 1 | 18 | 387 | 88% |
| Kimi K2.5 | Frontier | 4 | 0 | 32 | 363 | 100% |
| DeepSeek V4 Flash | Mid | 3 | 0 | 3 | 9 | 100% |
| MiniMax M2.7 | Frontier | 3 | 0 | 33 | 359 | 100% |
| Gemini 2.5 Pro | Frontier | 0 | 3 | 45 | 368 | 0% |
| GPT 5.4 | Frontier | 1 | 1 | 11 | 389 | 50% |
| Claude Haiku 4.5 | Small | 0 | 1 | 55 | 364 | 0% |
| MiMo V2.5 Pro | Frontier | 0 | 1 | 1 | 13 | 0% |
| Claude Opus 4.8 | Frontier | 0 | 0 | 2 | 13 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 2 | 13 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 1 | 14 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 106 | 299 | n/a |
| GLM 5.2 | Frontier | 0 | 0 | 1 | 14 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 33 | 387 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 2 | 13 | n/a |
| Kimi K2.7 Code | Frontier | 0 | 0 | 0 | 15 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 1 | 14 | n/a |
| Prompt | Tier | Chakra UI | React | None | Other | A rate |
|---|---|---|---|---|---|---|
| documentation-site | Advanced | 25 | 36 | 74 | 276 | 41% |
| real-estate-website | Beginner | 27 | 26 | 29 | 339 | 51% |
| weather-dashboard | Advanced | 5 | 39 | 4 | 381 | 11% |
| fitness-tracking-app | Intermediate | 35 | 7 | 15 | 381 | 83% |
| real-estate-website | Advanced | 13 | 29 | 33 | 358 | 31% |
| saas-application | Beginner | 20 | 21 | 5 | 392 | 49% |
| fitness-tracking-app | Advanced | 29 | 8 | 32 | 358 | 78% |
| documentation-site | Intermediate | 9 | 28 | 146 | 237 | 24% |
| fitness-tracking-app | Beginner | 27 | 4 | 21 | 382 | 87% |
| real-estate-website | Intermediate | 20 | 7 | 23 | 382 | 74% |
| weather-dashboard | Intermediate | 17 | 3 | 32 | 361 | 85% |
| weather-dashboard | Beginner | 3 | 15 | 9 | 407 | 17% |
| fitness-tracking-app | Intermediate | 10 | 3 | 1 | 80 | 77% |
| documentation-site | Advanced | 2 | 11 | 14 | 65 | 15% |
| fitness-tracking-app | Advanced | 8 | 4 | 14 | 68 | 67% |
| saas-application | Beginner | 7 | 5 | 0 | 79 | 58% |
| real-estate-website | Beginner | 3 | 9 | 13 | 62 | 25% |
| real-estate-website | Intermediate | 5 | 6 | 9 | 73 | 45% |
| documentation-site | Intermediate | 1 | 8 | 40 | 38 | 11% |
| weather-dashboard | Beginner | 1 | 8 | 3 | 83 | 11% |
| real-estate-website | Advanced | 5 | 2 | 7 | 80 | 71% |
| weather-dashboard | Advanced | 0 | 7 | 1 | 86 | 0% |
| saas-application | Advanced | 6 | 0 | 89 | 341 | 100% |
| saas-application | Intermediate | 4 | 2 | 53 | 379 | 67% |
| weather-dashboard | Intermediate | 2 | 4 | 13 | 74 | 33% |
| fitness-tracking-app | Beginner | 3 | 0 | 10 | 82 | 100% |
| saas-application | Intermediate | 3 | 0 | 10 | 82 | 100% |
| documentation-site | Beginner | 1 | 1 | 74 | 17 | 50% |
| saas-application | Advanced | 1 | 1 | 19 | 74 | 50% |
| documentation-site | Beginner | 0 | 1 | 304 | 119 | 0% |
