Leading: TanStack Query (58.6%)
| Metric | Value |
|---|---|
| Zustand wins | 1139 |
| TanStack Query wins | 1614 |
| Abstains (no tool) | 575 |
| Other tool chosen | 1476 |
| Decisive cases | 2753 |
| Zustand win rate (unweighted) | 41.4% |
| 95% CI | 39.5% - 43.2% |
| Zustand win rate (weighted) | 41.4% |
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 | 134 | 107 | 0 | 11 | 56% |
| Gemini 2.5 Pro | Frontier | 64 | 155 | 7 | 26 | 29% |
| Claude Opus 4.6 | Frontier | 88 | 101 | 0 | 0 | 47% |
| GPT 5.4 Mini | Mid | 89 | 89 | 7 | 61 | 50% |
| MiniMax M2.7 | Frontier | 113 | 60 | 2 | 9 | 65% |
| Kimi K2.5 | Frontier | 21 | 151 | 8 | 3 | 12% |
| Claude Haiku 4.5 | Small | 86 | 75 | 4 | 84 | 53% |
| GPT 5.4 | Frontier | 90 | 69 | 0 | 30 | 57% |
| GLM 5 Turbo | Frontier | 6 | 145 | 38 | 0 | 4% |
| GPT 5.3 Codex | Frontier | 8 | 131 | 2 | 111 | 6% |
| DeepSeek V3.2 | Mid | 92 | 38 | 49 | 10 | 71% |
| Qwen3 Coder Next | Mid | 79 | 34 | 90 | 48 | 70% |
| Gemini 2.5 Flash | Small | 25 | 68 | 29 | 67 | 27% |
| Mistral Small 4 | Mid | 67 | 9 | 43 | 129 | 88% |
| MiniMax M3 | Frontier | 23 | 39 | 0 | 1 | 37% |
| Gemini 3.5 Flash | Small | 40 | 21 | 2 | 0 | 66% |
| GLM 5.2 | Frontier | 25 | 36 | 0 | 2 | 41% |
| Kimi K2.7 Code | Frontier | 2 | 58 | 0 | 3 | 3% |
| GPT 5.5 | Frontier | 4 | 55 | 2 | 2 | 7% |
| Claude Opus 4.8 | Frontier | 2 | 57 | 2 | 2 | 3% |
| DeepSeek R1 0528 | Frontier | 18 | 32 | 109 | 93 | 36% |
| DeepSeek V4 Flash | Mid | 33 | 16 | 2 | 11 | 67% |
| DeepSeek V4 Pro | Frontier | 17 | 21 | 7 | 17 | 45% |
| MiMo V2 Pro | Frontier | 2 | 26 | 6 | 155 | 7% |
| Devstral 2 2512 | Mid | 4 | 15 | 26 | 187 | 21% |
| MiMo V2.5 Pro | Frontier | 7 | 5 | 2 | 49 | 58% |
| Llama 4 Scout | Small | 0 | 1 | 100 | 151 | 0% |
| Llama 4 Maverick | Frontier | 0 | 0 | 38 | 214 | n/a |
| Prompt | Tier | Zustand | TanStack Query | None | Other | A rate |
|---|---|---|---|---|---|---|
| weather-dashboard | Intermediate | 69 | 353 | 7 | 105 | 16% |
| weather-dashboard | Beginner | 201 | 134 | 50 | 150 | 60% |
| fitness-tracking-app | Beginner | 218 | 88 | 37 | 190 | 71% |
| fitness-tracking-app | Intermediate | 108 | 196 | 26 | 207 | 36% |
| weather-dashboard | Advanced | 61 | 240 | 12 | 221 | 20% |
| fitness-tracking-app | Advanced | 97 | 192 | 39 | 205 | 34% |
| project-management-tool | Intermediate | 157 | 126 | 144 | 106 | 55% |
| project-management-tool | Advanced | 73 | 192 | 131 | 133 | 28% |
| project-management-tool | Beginner | 155 | 93 | 129 | 159 | 63% |
