| Metric | Value |
|---|---|
| Supabase wins | 1226 |
| Ably wins | 1713 |
| Abstains (no tool) | 77 |
| Other tool chosen | 3740 |
| Decisive cases | 2939 |
| Supabase win rate (unweighted) | 41.7% |
| 95% CI | 39.9% - 43.5% |
| Supabase win rate (weighted) | 41.7% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Supabase | Ably | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 227 | 42 | 2 | 82 | 84% |
| DeepSeek Pro 4–4 0813 | Frontier | 31 | 29 | 1 | 18 | 52% |
| DeepSeek R1 | Frontier | 20 | 113 | 51 | 169 | 15% |
| Devstral | Mid | 0 | 5 | 0 | 332 | 0% |
| Gemini Flash 2.5–3.8 | Small | 29 | 34 | 3 | 289 | 46% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 8 | 127 | 0 | 219 | 6% |
| GLM 5 Turbo–5.3 | Frontier | 23 | 110 | 4 | 218 | 17% |
| GPT 5.4–6 Astra | Frontier | 87 | 163 | 0 | 101 | 35% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 108 | 196 | 0 | 50 | 36% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 100 | 169 | 6 | 76 | 37% |
| Haiku | Small | 54 | 0 | 0 | 294 | 100% |
| Kimi 2.5–3 | Frontier | 48 | 131 | 5 | 168 | 27% |
| Llama Maverick | Frontier | 1 | 97 | 0 | 253 | 1% |
| Llama Scout | Small | 8 | 107 | 1 | 231 | 7% |
| MiMo Pro 2–2.6 | Frontier | 46 | 32 | 1 | 274 | 59% |
| MiniMax M 2.7–3 | Frontier | 140 | 54 | 2 | 156 | 72% |
| Mistral Small | Mid | 66 | 76 | 0 | 208 | 46% |
| Opus 4.6–5.5 | Frontier | 65 | 70 | 1 | 218 | 48% |
| Qwen Coder | Mid | 15 | 0 | 0 | 337 | 100% |
| Sonnet 4.6–5.5 | Frontier | 150 | 158 | 0 | 47 | 49% |
| Prompt | Tier | Supabase | Ably | None | Other | A rate |
|---|---|---|---|---|---|---|
| chat-application | Advanced | 23 | 383 | 1 | 183 | 6% |
| project-management-tool | Advanced | 95 | 235 | 0 | 263 | 29% |
| social-media-platform | Advanced | 30 | 296 | 5 | 261 | 9% |
| project-management-tool | Intermediate | 205 | 61 | 4 | 323 | 77% |
| social-media-platform | Beginner | 164 | 94 | 23 | 304 | 64% |
| social-media-platform | Intermediate | 107 | 147 | 7 | 328 | 42% |
| chat-application | Intermediate | 135 | 111 | 9 | 339 | 55% |
| project-management-tool | Beginner | 214 | 27 | 7 | 346 | 89% |
| chat-application | Beginner | 52 | 56 | 4 | 480 | 48% |
| project-management-tool | Advanced | 12 | 68 | 0 | 70 | 15% |
| social-media-platform | Advanced | 4 | 73 | 2 | 90 | 5% |
| chat-application | Advanced | 1 | 75 | 1 | 75 | 1% |
| social-media-platform | Intermediate | 18 | 33 | 1 | 100 | 35% |
| chat-application | Intermediate | 30 | 20 | 2 | 118 | 60% |
| project-management-tool | Beginner | 36 | 8 | 4 | 104 | 82% |
| chat-application | Beginner | 33 | 11 | 3 | 120 | 75% |
| project-management-tool | Intermediate | 34 | 7 | 0 | 111 | 83% |
| social-media-platform | Beginner | 33 | 8 | 4 | 125 | 80% |
