| Metric | Value |
|---|---|
| Redux wins | 761 |
| Zustand wins | 1679 |
| Abstains (no tool) | 925 |
| Other tool chosen | 3400 |
| Decisive cases | 2440 |
| Redux win rate (unweighted) | 31.2% |
| 95% CI | 29.4% - 33.1% |
| Redux win rate (weighted) | 31.2% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Redux | Zustand | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 1 | 167 | 74 | 111 | 1% |
| DeepSeek Pro 4–4 0813 | Frontier | 0 | 18 | 7 | 55 | 0% |
| DeepSeek R1 | Frontier | 105 | 32 | 151 | 66 | 77% |
| Devstral | Mid | 29 | 7 | 43 | 254 | 81% |
| Gemini Flash 2.5–3.8 | Small | 5 | 87 | 52 | 211 | 5% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 1 | 106 | 17 | 231 | 1% |
| GLM 5 Turbo–5.3 | Frontier | 0 | 42 | 57 | 256 | 0% |
| GPT 5.4–6 Astra | Frontier | 1 | 145 | 4 | 205 | 1% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 0 | 41 | 6 | 308 | 0% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 0 | 131 | 24 | 192 | 0% |
| Haiku | Small | 32 | 102 | 29 | 188 | 24% |
| Kimi 2.5–3 | Frontier | 0 | 50 | 11 | 287 | 0% |
| Llama Maverick | Frontier | 273 | 0 | 74 | 8 | 100% |
| Llama Scout | Small | 191 | 1 | 153 | 9 | 99% |
| MiMo Pro 2–2.6 | Frontier | 118 | 25 | 12 | 198 | 83% |
| MiniMax M 2.7–3 | Frontier | 0 | 191 | 5 | 154 | 0% |
| Mistral Small | Mid | 5 | 98 | 62 | 185 | 5% |
| Opus 4.6–5.5 | Frontier | 0 | 146 | 2 | 207 | 0% |
| Qwen Coder | Mid | 0 | 106 | 136 | 110 | 0% |
| Sonnet 4.6–5.5 | Frontier | 0 | 184 | 6 | 165 | 0% |
| Prompt | Tier | Redux | Zustand | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Beginner | 92 | 237 | 43 | 220 | 28% |
| weather-dashboard | Beginner | 79 | 218 | 56 | 241 | 27% |
| project-management-tool | Beginner | 64 | 168 | 143 | 220 | 28% |
| fitness-tracking-app | Intermediate | 97 | 117 | 30 | 352 | 45% |
| project-management-tool | Intermediate | 34 | 173 | 158 | 224 | 16% |
| fitness-tracking-app | Advanced | 101 | 103 | 44 | 344 | 50% |
| weather-dashboard | Intermediate | 65 | 74 | 7 | 447 | 47% |
| weather-dashboard | Advanced | 66 | 63 | 13 | 449 | 51% |
| fitness-tracking-app | Beginner | 31 | 83 | 17 | 39 | 27% |
| project-management-tool | Advanced | 30 | 77 | 145 | 335 | 28% |
| weather-dashboard | Beginner | 19 | 65 | 52 | 32 | 23% |
| fitness-tracking-app | Intermediate | 23 | 50 | 16 | 62 | 32% |
| project-management-tool | Intermediate | 4 | 66 | 51 | 31 | 6% |
| weather-dashboard | Intermediate | 17 | 49 | 6 | 96 | 26% |
| project-management-tool | Beginner | 3 | 60 | 57 | 32 | 5% |
| fitness-tracking-app | Advanced | 21 | 32 | 20 | 97 | 40% |
| weather-dashboard | Advanced | 12 | 21 | 14 | 108 | 36% |
| project-management-tool | Advanced | 3 | 23 | 53 | 71 | 12% |
