Leading: TanStack Query (58.5%)
| Metric | Value |
|---|---|
| Zustand wins | 1141 |
| TanStack Query wins | 1609 |
| Abstains (no tool) | 572 |
| Other tool chosen | 1478 |
| Decisive cases | 2750 |
| Zustand win rate (unweighted) | 41.5% |
| 95% CI | 39.7% - 43.3% |
| Zustand win rate (weighted) | 41.5% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Zustand | TanStack Query | None | Other | A rate |
|---|---|---|---|---|---|---|
| Claude Sonnet 4.6 | Frontier | 133 | 109 | 0 | 10 | 55% |
| Gemini 2.5 Pro | Frontier | 65 | 155 | 7 | 25 | 30% |
| Claude Opus 4.6 | Frontier | 93 | 105 | 0 | 0 | 47% |
| MiniMax M2.7 | Frontier | 119 | 62 | 2 | 10 | 66% |
| GPT 5.4 Mini | Mid | 91 | 88 | 6 | 60 | 51% |
| Kimi K2.5 | Frontier | 22 | 157 | 9 | 3 | 12% |
| GPT 5.4 | Frontier | 94 | 74 | 0 | 30 | 56% |
| Claude Haiku 4.5 | Small | 88 | 74 | 4 | 83 | 54% |
| GLM 5 Turbo | Frontier | 6 | 153 | 39 | 0 | 4% |
| GPT 5.3 Codex | Frontier | 8 | 131 | 1 | 112 | 6% |
| DeepSeek V3.2 | Mid | 95 | 43 | 50 | 10 | 69% |
| Qwen3 Coder Next | Mid | 79 | 35 | 88 | 48 | 69% |
| Gemini 2.5 Flash | Small | 25 | 73 | 30 | 70 | 26% |
| Mistral Small 4 | Mid | 68 | 8 | 42 | 129 | 89% |
| MiniMax M3 | Frontier | 21 | 32 | 0 | 1 | 40% |
| Gemini 3.5 Flash | Small | 33 | 19 | 2 | 0 | 63% |
| GLM 5.2 | Frontier | 20 | 32 | 0 | 2 | 38% |
| DeepSeek R1 0528 | Frontier | 19 | 33 | 108 | 92 | 37% |
| GPT 5.5 | Frontier | 4 | 48 | 1 | 1 | 8% |
| Kimi K2.7 Code | Frontier | 1 | 50 | 0 | 3 | 2% |
| Claude Opus 4.8 | Frontier | 2 | 48 | 2 | 2 | 4% |
| DeepSeek V4 Flash | Mid | 30 | 13 | 2 | 8 | 70% |
| MiMo V2 Pro | Frontier | 2 | 30 | 6 | 160 | 6% |
| DeepSeek V4 Pro | Frontier | 14 | 17 | 6 | 16 | 45% |
| Devstral 2 2512 | Mid | 4 | 16 | 26 | 195 | 20% |
| MiMo V2.5 Pro | Frontier | 5 | 4 | 1 | 44 | 56% |
| Llama 4 Maverick | Frontier | 0 | 0 | 38 | 214 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 102 | 150 | n/a |
| Prompt | Tier | Zustand | TanStack Query | None | Other | A rate |
|---|---|---|---|---|---|---|
| weather-dashboard | Intermediate | 71 | 353 | 7 | 103 | 17% |
| weather-dashboard | Beginner | 201 | 136 | 49 | 150 | 60% |
| fitness-tracking-app | Beginner | 219 | 87 | 37 | 191 | 72% |
| fitness-tracking-app | Intermediate | 108 | 194 | 27 | 208 | 36% |
| weather-dashboard | Advanced | 58 | 241 | 12 | 221 | 19% |
| fitness-tracking-app | Advanced | 98 | 193 | 38 | 204 | 34% |
| project-management-tool | Intermediate | 156 | 126 | 142 | 106 | 55% |
| project-management-tool | Advanced | 74 | 188 | 133 | 133 | 28% |
| project-management-tool | Beginner | 156 | 91 | 127 | 162 | 63% |
