Leading: TanStack Query (55.3%)
| Metric | Value |
|---|---|
| TanStack Query wins | 1482 |
| Zustand wins | 1196 |
| Abstains (no tool) | 658 |
| Other tool chosen | 1427 |
| Decisive cases | 2678 |
| TanStack Query win rate (unweighted) | 55.3% |
| 95% CI | 53.5% - 57.2% |
| TanStack Query win rate (weighted) | 55.3% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | TanStack Query | Zustand | None | Other | A rate |
|---|---|---|---|---|---|---|
| Claude Opus 4.6 | Frontier | 122 | 121 | 0 | 0 | 50% |
| Claude Sonnet 4.6 | Frontier | 105 | 135 | 0 | 12 | 44% |
| MiniMax M2.7 | Frontier | 80 | 143 | 3 | 12 | 36% |
| Gemini 2.5 Pro | Frontier | 151 | 71 | 10 | 20 | 68% |
| Kimi K2.5 | Frontier | 185 | 35 | 11 | 5 | 84% |
| GPT 5.4 | Frontier | 89 | 121 | 2 | 31 | 42% |
| GLM 5 Turbo | Frontier | 183 | 9 | 51 | 0 | 95% |
| GPT 5.4 Mini | Mid | 78 | 99 | 6 | 61 | 44% |
| DeepSeek V3.2 | Mid | 47 | 121 | 63 | 12 | 28% |
| GPT 5.3 Codex | Frontier | 125 | 23 | 4 | 100 | 84% |
| Claude Haiku 4.5 | Small | 74 | 73 | 19 | 83 | 50% |
| Gemini 2.5 Flash | Small | 82 | 36 | 42 | 83 | 69% |
| Qwen3 Coder Next | Mid | 28 | 75 | 98 | 48 | 27% |
| Mistral Small 4 | Mid | 10 | 68 | 42 | 127 | 13% |
| DeepSeek R1 0528 | Frontier | 31 | 24 | 107 | 89 | 56% |
| MiMo V2 Pro | Frontier | 36 | 11 | 7 | 189 | 77% |
| Devstral 2 2512 | Mid | 15 | 4 | 31 | 200 | 79% |
| GPT 5.5 | Frontier | 9 | 0 | 0 | 0 | 100% |
| Kimi K2.7 Code | Frontier | 9 | 0 | 0 | 0 | 100% |
| MiniMax M3 | Frontier | 6 | 3 | 0 | 0 | 67% |
| GLM 5.2 | Frontier | 4 | 5 | 0 | 0 | 44% |
| Gemini 3.5 Flash | Small | 3 | 6 | 0 | 0 | 33% |
| DeepSeek V4 Flash | Mid | 0 | 8 | 0 | 1 | 0% |
| Claude Opus 4.8 | Frontier | 6 | 1 | 1 | 1 | 86% |
| DeepSeek V4 Pro | Frontier | 3 | 4 | 0 | 2 | 43% |
| MiMo V2.5 Pro | Frontier | 1 | 0 | 0 | 8 | 100% |
| Llama 4 Maverick | Frontier | 0 | 0 | 48 | 204 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 113 | 139 | n/a |
| Prompt | Tier | TanStack Query | Zustand | None | Other | A rate |
|---|---|---|---|---|---|---|
| weather-dashboard | Intermediate | 281 | 66 | 7 | 81 | 81% |
| weather-dashboard | Beginner | 108 | 165 | 40 | 124 | 40% |
| fitness-tracking-app | Beginner | 68 | 177 | 32 | 158 | 28% |
| fitness-tracking-app | Intermediate | 154 | 85 | 25 | 174 | 64% |
| weather-dashboard | Advanced | 187 | 49 | 10 | 187 | 79% |
| fitness-tracking-app | Advanced | 153 | 83 | 34 | 164 | 65% |
| project-management-tool | Intermediate | 101 | 128 | 121 | 84 | 44% |
| project-management-tool | Advanced | 146 | 59 | 116 | 108 | 71% |
| project-management-tool | Beginner | 70 | 125 | 108 | 134 | 36% |
| weather-dashboard | Intermediate | 48 | 27 | 1 | 18 | 64% |
| fitness-tracking-app | Intermediate | 27 | 32 | 8 | 28 | 46% |
| fitness-tracking-app | Beginner | 11 | 46 | 7 | 31 | 19% |
| fitness-tracking-app | Advanced | 37 | 19 | 11 | 27 | 66% |
| weather-dashboard | Advanced | 44 | 11 | 7 | 33 | 80% |
| project-management-tool | Intermediate | 9 | 42 | 30 | 14 | 18% |
| project-management-tool | Beginner | 8 | 35 | 38 | 14 | 19% |
| project-management-tool | Advanced | 25 | 15 | 32 | 21 | 63% |
| weather-dashboard | Beginner | 5 | 32 | 31 | 27 | 14% |
