Leading: TanStack Query (58.0%)
| Metric | Value |
|---|---|
| TanStack Query wins | 1590 |
| Zustand wins | 1152 |
| Abstains (no tool) | 587 |
| Other tool chosen | 1470 |
| Decisive cases | 2742 |
| TanStack Query win rate (unweighted) | 58.0% |
| 95% CI | 56.1% - 59.8% |
| TanStack Query win rate (weighted) | 58.0% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | TanStack Query | Zustand | None | Other | A rate |
|---|---|---|---|---|---|---|
| Claude Sonnet 4.6 | Frontier | 109 | 133 | 0 | 10 | 45% |
| Gemini 2.5 Pro | Frontier | 154 | 67 | 8 | 23 | 70% |
| Claude Opus 4.6 | Frontier | 108 | 99 | 0 | 0 | 52% |
| MiniMax M2.7 | Frontier | 65 | 125 | 2 | 10 | 34% |
| Kimi K2.5 | Frontier | 163 | 24 | 9 | 4 | 87% |
| GPT 5.4 Mini | Mid | 87 | 90 | 6 | 62 | 49% |
| GPT 5.4 | Frontier | 78 | 99 | 0 | 30 | 44% |
| GLM 5 Turbo | Frontier | 159 | 7 | 41 | 0 | 96% |
| Claude Haiku 4.5 | Small | 73 | 85 | 7 | 84 | 46% |
| DeepSeek V3.2 | Mid | 44 | 100 | 53 | 10 | 31% |
| GPT 5.3 Codex | Frontier | 130 | 12 | 2 | 108 | 92% |
| Qwen3 Coder Next | Mid | 33 | 80 | 86 | 51 | 29% |
| Gemini 2.5 Flash | Small | 75 | 27 | 32 | 73 | 74% |
| Mistral Small 4 | Mid | 8 | 67 | 43 | 129 | 11% |
| DeepSeek R1 0528 | Frontier | 31 | 21 | 108 | 91 | 60% |
| MiniMax M3 | Frontier | 31 | 14 | 0 | 0 | 69% |
| GLM 5.2 | Frontier | 27 | 17 | 0 | 1 | 61% |
| Kimi K2.7 Code | Frontier | 42 | 1 | 0 | 2 | 98% |
| GPT 5.5 | Frontier | 41 | 2 | 1 | 1 | 95% |
| Gemini 3.5 Flash | Small | 16 | 27 | 2 | 0 | 37% |
| Claude Opus 4.8 | Frontier | 39 | 2 | 2 | 2 | 95% |
| DeepSeek V4 Flash | Mid | 11 | 26 | 1 | 6 | 30% |
| MiMo V2 Pro | Frontier | 31 | 4 | 7 | 165 | 89% |
| DeepSeek V4 Pro | Frontier | 14 | 14 | 3 | 13 | 50% |
| Devstral 2 2512 | Mid | 17 | 4 | 28 | 201 | 81% |
| MiMo V2.5 Pro | Frontier | 4 | 5 | 1 | 35 | 44% |
| Llama 4 Maverick | Frontier | 0 | 0 | 40 | 212 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 105 | 147 | n/a |
| Prompt | Tier | TanStack Query | Zustand | None | Other | A rate |
|---|---|---|---|---|---|---|
| weather-dashboard | Intermediate | 339 | 70 | 7 | 99 | 83% |
| weather-dashboard | Beginner | 130 | 193 | 47 | 147 | 40% |
| fitness-tracking-app | Beginner | 84 | 211 | 35 | 185 | 28% |
| fitness-tracking-app | Intermediate | 188 | 103 | 25 | 202 | 65% |
| weather-dashboard | Advanced | 229 | 56 | 12 | 216 | 80% |
| fitness-tracking-app | Advanced | 188 | 94 | 38 | 194 | 67% |
| project-management-tool | Intermediate | 123 | 148 | 139 | 101 | 45% |
| project-management-tool | Advanced | 180 | 72 | 129 | 128 | 71% |
| project-management-tool | Beginner | 88 | 149 | 123 | 157 | 37% |
| weather-dashboard | Intermediate | 10 | 7 | 0 | 2 | 59% |
| fitness-tracking-app | Intermediate | 4 | 10 | 1 | 4 | 29% |
| fitness-tracking-app | Advanced | 8 | 3 | 4 | 4 | 73% |
| fitness-tracking-app | Beginner | 3 | 8 | 1 | 7 | 27% |
| project-management-tool | Intermediate | 2 | 9 | 6 | 2 | 18% |
| weather-dashboard | Advanced | 7 | 3 | 0 | 9 | 70% |
| project-management-tool | Advanced | 5 | 4 | 5 | 4 | 56% |
| project-management-tool | Beginner | 1 | 6 | 8 | 4 | 14% |
| weather-dashboard | Beginner | 1 | 6 | 7 | 5 | 14% |
