Leading: Mapbox (57.1%)
| Metric | Value |
|---|---|
| React Spectrum wins | 6 |
| Mapbox wins | 8 |
| Abstains (no tool) | 788 |
| Other tool chosen | 5053 |
| Decisive cases | 14 |
| React Spectrum win rate (unweighted) | 42.9% |
| 95% CI | 21.4% - 67.4% |
| React Spectrum win rate (weighted) | 42.9% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | React Spectrum | Mapbox | None | Other | A rate |
|---|---|---|---|---|---|---|
| Mistral Small 4 | Mid | 4 | 0 | 4 | 281 | 100% |
| Claude Opus 4.6 | Frontier | 0 | 3 | 21 | 291 | 0% |
| Kimi K2.5 | Frontier | 0 | 3 | 26 | 281 | 0% |
| Gemini 2.5 Flash | Small | 2 | 0 | 62 | 245 | 100% |
| Gemini 2.5 Pro | Frontier | 0 | 1 | 33 | 277 | 0% |
| GPT 5.4 Mini | Mid | 0 | 1 | 14 | 295 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 43 | 272 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 50 | 265 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 82 | 219 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 36 | 275 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 93 | 221 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 85 | 230 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 26 | 289 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 9 | 304 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 23 | 292 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 75 | 239 | n/a |
| MiMo V2 Pro | Frontier | 0 | 0 | 28 | 271 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 23 | 283 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 55 | 223 | n/a |
| Prompt | Tier | React Spectrum | Mapbox | None | Other | A rate |
|---|---|---|---|---|---|---|
| weather-dashboard | Beginner | 0 | 8 | 7 | 381 | 0% |
| real-estate-website | Advanced | 4 | 0 | 29 | 361 | 100% |
| documentation-site | Advanced | 1 | 0 | 68 | 304 | 100% |
| fitness-tracking-app | Advanced | 1 | 0 | 29 | 359 | 100% |
| documentation-site | Intermediate | 0 | 0 | 131 | 252 | n/a |
| documentation-site | Beginner | 0 | 0 | 274 | 111 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 18 | 377 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 14 | 385 | n/a |
| real-estate-website | Beginner | 0 | 0 | 27 | 356 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 21 | 373 | n/a |
| saas-application | Intermediate | 0 | 0 | 48 | 351 | n/a |
| saas-application | Beginner | 0 | 0 | 4 | 395 | n/a |
| saas-application | Advanced | 0 | 0 | 83 | 315 | n/a |
| weather-dashboard | Intermediate | 0 | 0 | 31 | 347 | n/a |
| weather-dashboard | Advanced | 0 | 0 | 4 | 386 | n/a |