Leading: TanStack Query (55.3%)
| Metric | Value |
|---|---|
| Zustand wins | 1196 |
| TanStack Query wins | 1482 |
| Abstains (no tool) | 658 |
| Other tool chosen | 1427 |
| Decisive cases | 2678 |
| Zustand win rate (unweighted) | 44.7% |
| 95% CI | 42.8% - 46.5% |
| Zustand win rate (weighted) | 44.7% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Zustand | TanStack Query | None | Other | A rate |
|---|---|---|---|---|---|---|
| Claude Opus 4.6 | Frontier | 121 | 122 | 0 | 0 | 50% |
| Claude Sonnet 4.6 | Frontier | 135 | 105 | 0 | 12 | 56% |
| MiniMax M2.7 | Frontier | 143 | 80 | 3 | 12 | 64% |
| Gemini 2.5 Pro | Frontier | 71 | 151 | 10 | 20 | 32% |
| Kimi K2.5 | Frontier | 35 | 185 | 11 | 5 | 16% |
| GPT 5.4 | Frontier | 121 | 89 | 2 | 31 | 58% |
| GLM 5 Turbo | Frontier | 9 | 183 | 51 | 0 | 5% |
| GPT 5.4 Mini | Mid | 99 | 78 | 6 | 61 | 56% |
| DeepSeek V3.2 | Mid | 121 | 47 | 63 | 12 | 72% |
| GPT 5.3 Codex | Frontier | 23 | 125 | 4 | 100 | 16% |
| Claude Haiku 4.5 | Small | 73 | 74 | 19 | 83 | 50% |
| Gemini 2.5 Flash | Small | 36 | 82 | 42 | 83 | 31% |
| Qwen3 Coder Next | Mid | 75 | 28 | 98 | 48 | 73% |
| Mistral Small 4 | Mid | 68 | 10 | 42 | 127 | 87% |
| DeepSeek R1 0528 | Frontier | 24 | 31 | 107 | 89 | 44% |
| MiMo V2 Pro | Frontier | 11 | 36 | 7 | 189 | 23% |
| Devstral 2 2512 | Mid | 4 | 15 | 31 | 200 | 21% |
| Gemini 3.5 Flash | Small | 6 | 3 | 0 | 0 | 67% |
| GLM 5.2 | Frontier | 5 | 4 | 0 | 0 | 56% |
| MiniMax M3 | Frontier | 3 | 6 | 0 | 0 | 33% |
| GPT 5.5 | Frontier | 0 | 9 | 0 | 0 | 0% |
| Kimi K2.7 Code | Frontier | 0 | 9 | 0 | 0 | 0% |
| DeepSeek V4 Flash | Mid | 8 | 0 | 0 | 1 | 100% |
| DeepSeek V4 Pro | Frontier | 4 | 3 | 0 | 2 | 57% |
| Claude Opus 4.8 | Frontier | 1 | 6 | 1 | 1 | 14% |
| MiMo V2.5 Pro | Frontier | 0 | 1 | 0 | 8 | 0% |
| Llama 4 Maverick | Frontier | 0 | 0 | 48 | 204 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 113 | 139 | n/a |
| Prompt | Tier | Zustand | TanStack Query | None | Other | A rate |
|---|---|---|---|---|---|---|
| weather-dashboard | Intermediate | 66 | 281 | 7 | 81 | 19% |
| weather-dashboard | Beginner | 165 | 108 | 40 | 124 | 60% |
| fitness-tracking-app | Beginner | 177 | 68 | 32 | 158 | 72% |
| fitness-tracking-app | Intermediate | 85 | 154 | 25 | 174 | 36% |
| fitness-tracking-app | Advanced | 83 | 153 | 34 | 164 | 35% |
| weather-dashboard | Advanced | 49 | 187 | 10 | 187 | 21% |
| project-management-tool | Intermediate | 128 | 101 | 121 | 84 | 56% |
| project-management-tool | Advanced | 59 | 146 | 116 | 108 | 29% |
| project-management-tool | Beginner | 125 | 70 | 108 | 134 | 64% |
| weather-dashboard | Intermediate | 27 | 48 | 1 | 18 | 36% |
| fitness-tracking-app | Intermediate | 32 | 27 | 8 | 28 | 54% |
| fitness-tracking-app | Beginner | 46 | 11 | 7 | 31 | 81% |
| fitness-tracking-app | Advanced | 19 | 37 | 11 | 27 | 34% |
| weather-dashboard | Advanced | 11 | 44 | 7 | 33 | 20% |
| project-management-tool | Intermediate | 42 | 9 | 30 | 14 | 82% |
| project-management-tool | Beginner | 35 | 8 | 38 | 14 | 81% |
| project-management-tool | Advanced | 15 | 25 | 32 | 21 | 38% |
| weather-dashboard | Beginner | 32 | 5 | 31 | 27 | 86% |
