Leading: TanStack Query (56.8%)
| Metric | Value |
|---|---|
| Zustand wins | 1679 |
| TanStack Query wins | 2211 |
| Abstains (no tool) | 925 |
| Other tool chosen | 1950 |
| Decisive cases | 3890 |
| Zustand win rate (unweighted) | 43.2% |
| 95% CI | 41.6% - 44.7% |
| Zustand win rate (weighted) | 43.2% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Zustand | TanStack Query | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 167 | 80 | 74 | 32 | 68% |
| DeepSeek Pro 4–4 0813 | Frontier | 18 | 35 | 7 | 20 | 34% |
| DeepSeek R1 | Frontier | 32 | 40 | 151 | 131 | 44% |
| Devstral | Mid | 7 | 17 | 43 | 266 | 29% |
| Gemini Flash 2.5–3.8 | Small | 87 | 124 | 52 | 92 | 41% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 106 | 202 | 17 | 30 | 34% |
| GLM 5 Turbo–5.3 | Frontier | 42 | 253 | 57 | 3 | 14% |
| GPT 5.4–6 Astra | Frontier | 145 | 171 | 4 | 35 | 46% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 41 | 182 | 6 | 126 | 18% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 131 | 114 | 24 | 78 | 53% |
| Haiku | Small | 102 | 103 | 29 | 117 | 50% |
| Kimi 2.5–3 | Frontier | 50 | 279 | 11 | 8 | 15% |
| Llama Maverick | Frontier | 0 | 0 | 74 | 281 | n/a |
| Llama Scout | Small | 1 | 2 | 153 | 198 | 33% |
| MiMo Pro 2–2.6 | Frontier | 25 | 57 | 12 | 259 | 30% |
| MiniMax M 2.7–3 | Frontier | 191 | 140 | 5 | 14 | 58% |
| Mistral Small | Mid | 98 | 16 | 62 | 174 | 86% |
| Opus 4.6–5.5 | Frontier | 146 | 205 | 2 | 2 | 42% |
| Qwen Coder | Mid | 106 | 40 | 136 | 70 | 73% |
| Sonnet 4.6–5.5 | Frontier | 184 | 151 | 6 | 14 | 55% |
| Prompt | Tier | Zustand | TanStack Query | None | Other | A rate |
|---|---|---|---|---|---|---|
| weather-dashboard | Intermediate | 74 | 397 | 7 | 115 | 16% |
| weather-dashboard | Beginner | 218 | 159 | 56 | 161 | 58% |
| fitness-tracking-app | Beginner | 237 | 107 | 43 | 205 | 69% |
| fitness-tracking-app | Intermediate | 117 | 224 | 30 | 225 | 34% |
| weather-dashboard | Advanced | 63 | 272 | 13 | 243 | 19% |
| fitness-tracking-app | Advanced | 103 | 223 | 44 | 222 | 32% |
| project-management-tool | Intermediate | 173 | 146 | 158 | 112 | 54% |
| project-management-tool | Advanced | 77 | 220 | 145 | 145 | 26% |
| project-management-tool | Beginner | 168 | 114 | 143 | 170 | 60% |
| weather-dashboard | Intermediate | 49 | 81 | 6 | 32 | 38% |
| fitness-tracking-app | Beginner | 83 | 20 | 17 | 50 | 81% |
| fitness-tracking-app | Advanced | 32 | 68 | 20 | 50 | 32% |
| fitness-tracking-app | Intermediate | 50 | 40 | 16 | 45 | 56% |
| weather-dashboard | Advanced | 21 | 66 | 14 | 54 | 24% |
| project-management-tool | Intermediate | 66 | 15 | 51 | 20 | 81% |
| weather-dashboard | Beginner | 65 | 9 | 52 | 42 | 88% |
| project-management-tool | Beginner | 60 | 11 | 57 | 24 | 85% |
| project-management-tool | Advanced | 23 | 39 | 53 | 35 | 37% |
