| Metric | Value |
|---|---|
| Redux wins | 551 |
| Zustand wins | 1196 |
| Abstains (no tool) | 658 |
| Other tool chosen | 2358 |
| Decisive cases | 1747 |
| Redux win rate (unweighted) | 31.5% |
| 95% CI | 29.4% - 33.8% |
| Redux win rate (weighted) | 31.5% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Redux | Zustand | None | Other | A rate |
|---|---|---|---|---|---|---|
| Llama 4 Maverick | Frontier | 200 | 0 | 48 | 4 | 100% |
| MiniMax M2.7 | Frontier | 0 | 143 | 3 | 92 | 0% |
| Llama 4 Scout | Small | 138 | 0 | 113 | 1 | 100% |
| Claude Sonnet 4.6 | Frontier | 0 | 135 | 0 | 117 | 0% |
| GPT 5.4 | Frontier | 1 | 121 | 2 | 119 | 1% |
| Claude Opus 4.6 | Frontier | 0 | 121 | 0 | 122 | 0% |
| DeepSeek V3.2 | Mid | 0 | 121 | 63 | 59 | 0% |
| GPT 5.4 Mini | Mid | 0 | 99 | 6 | 139 | 0% |
| MiMo V2 Pro | Frontier | 87 | 11 | 7 | 138 | 89% |
| DeepSeek R1 0528 | Frontier | 74 | 24 | 107 | 46 | 76% |
| Claude Haiku 4.5 | Small | 21 | 73 | 19 | 136 | 22% |
| Qwen3 Coder Next | Mid | 0 | 75 | 98 | 76 | 0% |
| Mistral Small 4 | Mid | 4 | 68 | 42 | 133 | 6% |
| Gemini 2.5 Pro | Frontier | 0 | 71 | 10 | 171 | 0% |
| Gemini 2.5 Flash | Small | 5 | 36 | 42 | 160 | 12% |
| Kimi K2.5 | Frontier | 0 | 35 | 11 | 190 | 0% |
| GPT 5.3 Codex | Frontier | 0 | 23 | 4 | 225 | 0% |
| Devstral 2 2512 | Mid | 18 | 4 | 31 | 197 | 82% |
| GLM 5 Turbo | Frontier | 0 | 9 | 51 | 183 | 0% |
| DeepSeek V4 Flash | Mid | 0 | 8 | 0 | 1 | 0% |
| Gemini 3.5 Flash | Small | 0 | 6 | 0 | 3 | 0% |
| GLM 5.2 | Frontier | 0 | 5 | 0 | 4 | 0% |
| DeepSeek V4 Pro | Frontier | 0 | 4 | 0 | 5 | 0% |
| MiMo V2.5 Pro | Frontier | 3 | 0 | 0 | 6 | 100% |
| MiniMax M3 | Frontier | 0 | 3 | 0 | 6 | 0% |
| Claude Opus 4.8 | Frontier | 0 | 1 | 1 | 7 | 0% |
| GPT 5.5 | Frontier | 0 | 0 | 0 | 9 | n/a |
| Kimi K2.7 Code | Frontier | 0 | 0 | 0 | 9 | n/a |
| Prompt | Tier | Redux | Zustand | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Beginner | 66 | 177 | 32 | 160 | 27% |
| weather-dashboard | Beginner | 61 | 165 | 40 | 171 | 27% |
| project-management-tool | Beginner | 47 | 125 | 108 | 157 | 27% |
| fitness-tracking-app | Advanced | 77 | 83 | 34 | 240 | 48% |
| fitness-tracking-app | Intermediate | 71 | 85 | 25 | 257 | 46% |
| project-management-tool | Intermediate | 23 | 128 | 121 | 162 | 15% |
| weather-dashboard | Intermediate | 49 | 66 | 7 | 313 | 43% |
| weather-dashboard | Advanced | 51 | 49 | 10 | 323 | 51% |
| project-management-tool | Advanced | 27 | 59 | 116 | 227 | 31% |
| fitness-tracking-app | Beginner | 18 | 46 | 7 | 24 | 28% |
| weather-dashboard | Beginner | 13 | 32 | 31 | 19 | 29% |
| project-management-tool | Intermediate | 3 | 42 | 30 | 20 | 7% |
| fitness-tracking-app | Intermediate | 12 | 32 | 8 | 43 | 27% |
| weather-dashboard | Intermediate | 11 | 27 | 1 | 55 | 29% |
| project-management-tool | Beginner | 2 | 35 | 38 | 20 | 5% |
| fitness-tracking-app | Advanced | 12 | 19 | 11 | 52 | 39% |
| weather-dashboard | Advanced | 6 | 11 | 7 | 71 | 35% |
| project-management-tool | Advanced | 2 | 15 | 32 | 44 | 12% |
