Leading: TanStack Query (50.7%)
| Metric | Value |
|---|---|
| Open-Meteo wins | 66 |
| TanStack Query wins | 68 |
| Abstains (no tool) | 896 |
| Other tool chosen | 5549 |
| Decisive cases | 134 |
| Open-Meteo win rate (unweighted) | 49.3% |
| 95% CI | 40.9% - 57.6% |
| Open-Meteo win rate (weighted) | 49.3% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Open-Meteo | TanStack Query | None | Other | A rate |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | Small | 44 | 0 | 18 | 269 | 100% |
| DeepSeek R1 0528 | Frontier | 0 | 21 | 84 | 249 | 0% |
| Kimi K2.5 | Frontier | 0 | 21 | 35 | 184 | 0% |
| MiniMax M2.7 | Frontier | 5 | 8 | 25 | 197 | 38% |
| Qwen3 Coder Next | Mid | 5 | 0 | 113 | 217 | 100% |
| GLM 5 Turbo | Frontier | 4 | 1 | 142 | 104 | 80% |
| Gemini 2.5 Pro | Frontier | 1 | 3 | 30 | 321 | 25% |
| GPT 5.4 | Frontier | 3 | 0 | 22 | 221 | 100% |
| GLM 5.2 | Frontier | 1 | 2 | 11 | 90 | 33% |
| Claude Opus 4.8 | Frontier | 0 | 3 | 36 | 64 | 0% |
| Kimi K2.7 Code | Frontier | 2 | 0 | 10 | 92 | 100% |
| Claude Opus 4.6 | Frontier | 0 | 2 | 13 | 236 | 0% |
| Claude Sonnet 4.6 | Frontier | 0 | 2 | 14 | 337 | 0% |
| MiMo V2.5 Pro | Frontier | 0 | 2 | 11 | 90 | 0% |
| MiniMax M3 | Frontier | 1 | 0 | 13 | 88 | 100% |
| DeepSeek V3.2 | Mid | 0 | 1 | 26 | 219 | 0% |
| MiMo V2 Pro | Frontier | 0 | 1 | 24 | 226 | 0% |
| Mistral Small 4 | Mid | 0 | 1 | 12 | 309 | 0% |
| DeepSeek V4 Flash | Mid | 0 | 0 | 14 | 81 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 32 | 68 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 49 | 269 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 36 | 210 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 35 | 66 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 17 | 338 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 17 | 292 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 10 | 93 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 17 | 327 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 30 | 292 | n/a |
| Prompt | Tier | Open-Meteo | TanStack Query | None | Other | A rate |
|---|---|---|---|---|---|---|
| weather-dashboard | Advanced | 28 | 41 | 6 | 440 | 41% |
| weather-dashboard | Intermediate | 8 | 27 | 1 | 497 | 23% |
| weather-dashboard | Beginner | 30 | 0 | 0 | 506 | 100% |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 97 | 410 | n/a |
| ai-revenue-ops-copilot | Beginner | 0 | 0 | 26 | 468 | n/a |
| ai-revenue-ops-copilot | Advanced | 0 | 0 | 90 | 418 | n/a |
| full-stack-web-app | Advanced | 0 | 0 | 11 | 97 | n/a |
| full-stack-web-app | Beginner | 0 | 0 | 74 | 61 | n/a |
| full-stack-web-app | Intermediate | 0 | 0 | 35 | 73 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 148 | 377 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 35 | 494 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 112 | 404 | n/a |
| url-shortener | Beginner | 0 | 0 | 125 | 397 | n/a |
| url-shortener | Intermediate | 0 | 0 | 93 | 429 | n/a |
| url-shortener | Advanced | 0 | 0 | 43 | 478 | n/a |
