| Metric | Value |
|---|---|
| Redux wins | 579 |
| Zustand wins | 1141 |
| Abstains (no tool) | 572 |
| Other tool chosen | 2508 |
| Decisive cases | 1720 |
| Redux win rate (unweighted) | 33.7% |
| 95% CI | 31.5% - 35.9% |
| Redux win rate (weighted) | 33.7% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Redux | Zustand | None | Other | A rate |
|---|---|---|---|---|---|---|
| Llama 4 Maverick | Frontier | 211 | 0 | 38 | 3 | 100% |
| Llama 4 Scout | Small | 146 | 0 | 102 | 4 | 100% |
| Claude Sonnet 4.6 | Frontier | 0 | 133 | 0 | 119 | 0% |
| MiniMax M2.7 | Frontier | 0 | 119 | 2 | 72 | 0% |
| Claude Haiku 4.5 | Small | 21 | 88 | 4 | 136 | 19% |
| DeepSeek R1 0528 | Frontier | 81 | 19 | 108 | 44 | 81% |
| GPT 5.4 | Frontier | 1 | 94 | 0 | 103 | 1% |
| DeepSeek V3.2 | Mid | 0 | 95 | 50 | 53 | 0% |
| Claude Opus 4.6 | Frontier | 0 | 93 | 0 | 105 | 0% |
| GPT 5.4 Mini | Mid | 0 | 91 | 6 | 148 | 0% |
| MiMo V2 Pro | Frontier | 77 | 2 | 6 | 113 | 97% |
| Qwen3 Coder Next | Mid | 0 | 79 | 88 | 83 | 0% |
| Mistral Small 4 | Mid | 0 | 68 | 42 | 137 | 0% |
| Gemini 2.5 Pro | Frontier | 0 | 65 | 7 | 180 | 0% |
| Gemini 3.5 Flash | Small | 0 | 33 | 2 | 19 | 0% |
| DeepSeek V4 Flash | Mid | 1 | 30 | 2 | 20 | 3% |
| Gemini 2.5 Flash | Small | 3 | 25 | 30 | 140 | 11% |
| MiMo V2.5 Pro | Frontier | 21 | 5 | 1 | 27 | 81% |
| Kimi K2.5 | Frontier | 0 | 22 | 9 | 160 | 0% |
| Devstral 2 2512 | Mid | 17 | 4 | 26 | 194 | 81% |
| MiniMax M3 | Frontier | 0 | 21 | 0 | 33 | 0% |
| GLM 5.2 | Frontier | 0 | 20 | 0 | 34 | 0% |
| DeepSeek V4 Pro | Frontier | 0 | 14 | 6 | 33 | 0% |
| GPT 5.3 Codex | Frontier | 0 | 8 | 1 | 243 | 0% |
| GLM 5 Turbo | Frontier | 0 | 6 | 39 | 153 | 0% |
| GPT 5.5 | Frontier | 0 | 4 | 1 | 49 | 0% |
| Claude Opus 4.8 | Frontier | 0 | 2 | 2 | 50 | 0% |
| Kimi K2.7 Code | Frontier | 0 | 1 | 0 | 53 | 0% |
| Prompt | Tier | Redux | Zustand | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Beginner | 83 | 219 | 37 | 195 | 27% |
| weather-dashboard | Beginner | 74 | 201 | 49 | 212 | 27% |
| project-management-tool | Beginner | 58 | 156 | 127 | 195 | 27% |
| fitness-tracking-app | Intermediate | 88 | 108 | 27 | 314 | 45% |
| fitness-tracking-app | Advanced | 94 | 98 | 38 | 303 | 49% |
| project-management-tool | Intermediate | 33 | 156 | 142 | 199 | 17% |
| weather-dashboard | Intermediate | 60 | 71 | 7 | 396 | 46% |
| weather-dashboard | Advanced | 61 | 58 | 12 | 401 | 51% |
| project-management-tool | Advanced | 28 | 74 | 133 | 293 | 27% |
