| Metric | Value |
|---|---|
| Neon wins | 1215 |
| Supabase wins | 5732 |
| Abstains (no tool) | 746 |
| Other tool chosen | 15719 |
| Decisive cases | 6947 |
| Neon win rate (unweighted) | 17.5% |
| 95% CI | 16.6% - 18.4% |
| Neon win rate (weighted) | 17.5% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Neon | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| Kimi K2.5 | Frontier | 196 | 671 | 29 | 264 | 23% |
| GPT 5.3 Codex | Frontier | 361 | 366 | 4 | 503 | 50% |
| Claude Sonnet 4.6 | Frontier | 0 | 716 | 0 | 520 | 0% |
| DeepSeek V3.2 | Mid | 1 | 659 | 85 | 438 | 0% |
| Qwen3 Coder Next | Mid | 0 | 568 | 13 | 647 | 0% |
| GLM 5 Turbo | Frontier | 319 | 194 | 46 | 626 | 62% |
| Mistral Small 4 | Mid | 8 | 493 | 4 | 702 | 2% |
| Gemini 2.5 Pro | Frontier | 114 | 318 | 58 | 744 | 26% |
| MiniMax M2.7 | Frontier | 41 | 299 | 28 | 810 | 12% |
| GPT 5.4 | Frontier | 109 | 212 | 11 | 851 | 34% |
| Claude Opus 4.6 | Frontier | 11 | 309 | 31 | 832 | 3% |
| GPT 5.4 Mini | Mid | 2 | 206 | 11 | 1014 | 1% |
| Claude Haiku 4.5 | Small | 0 | 202 | 6 | 1016 | 0% |
| DeepSeek R1 0528 | Frontier | 2 | 126 | 42 | 1062 | 2% |
| MiMo V2 Pro | Frontier | 0 | 99 | 29 | 1056 | 0% |
| Devstral 2 2512 | Mid | 0 | 52 | 154 | 1030 | 0% |
| Gemini 2.5 Flash | Small | 0 | 43 | 83 | 1055 | 0% |
| GPT 5.5 | Frontier | 15 | 18 | 1 | 17 | 45% |
| DeepSeek V4 Pro | Frontier | 10 | 23 | 1 | 17 | 30% |
| MiniMax M3 | Frontier | 5 | 27 | 0 | 19 | 16% |
| Gemini 3.5 Flash | Small | 2 | 28 | 1 | 20 | 7% |
| Llama 4 Maverick | Frontier | 0 | 27 | 86 | 1115 | 0% |
| Kimi K2.7 Code | Frontier | 7 | 19 | 2 | 22 | 27% |
| GLM 5.2 | Frontier | 12 | 12 | 0 | 27 | 50% |
| DeepSeek V4 Flash | Mid | 0 | 20 | 1 | 28 | 0% |
| Claude Opus 4.8 | Frontier | 0 | 12 | 0 | 38 | 0% |
| MiMo V2.5 Pro | Frontier | 0 | 12 | 1 | 36 | 0% |
| Llama 4 Scout | Small | 0 | 1 | 19 | 1210 | 0% |
| Prompt | Tier | Neon | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| saas-application | Beginner | 54 | 244 | 0 | 140 | 18% |
| ai-support-agent-platform | Intermediate | 31 | 249 | 4 | 152 | 11% |
| real-estate-website | Beginner | 11 | 263 | 10 | 153 | 4% |
| ai-support-agent-platform | Beginner | 14 | 255 | 15 | 148 | 5% |
| saas-application | Intermediate | 77 | 179 | 1 | 179 | 30% |
| restaurant-reservation-system | Beginner | 20 | 220 | 2 | 196 | 8% |
| ai-revenue-ops-copilot | Beginner | 27 | 199 | 0 | 197 | 12% |
| job-board | Beginner | 28 | 196 | 0 | 214 | 13% |
| multi-tenant-crm | Beginner | 25 | 196 | 37 | 172 | 11% |
| fitness-tracking-app | Intermediate | 29 | 189 | 0 | 219 | 13% |
| online-learning-platform | Beginner | 37 | 163 | 26 | 212 | 19% |
| ai-support-agent-platform | Advanced | 53 | 145 | 2 | 230 | 27% |
| project-management-tool | Beginner | 11 | 174 | 0 | 253 | 6% |
| project-management-tool | Intermediate | 27 | 155 | 1 | 252 | 15% |
| restaurant-reservation-system | Intermediate | 41 | 133 | 0 | 264 | 24% |
| fitness-tracking-app | Beginner | 6 | 167 | 0 | 265 | 3% |
| chat-application | Intermediate | 48 | 124 | 3 | 263 | 28% |
| job-board | Intermediate | 44 | 126 | 0 | 268 | 26% |
| social-media-platform | Beginner | 32 | 138 | 0 | 267 | 19% |
| real-estate-website | Intermediate | 30 | 135 | 0 | 271 | 18% |
| url-shortener | Beginner | 10 | 141 | 11 | 276 | 7% |
| chat-application | Beginner | 25 | 118 | 13 | 278 | 17% |
| multi-tenant-crm | Intermediate | 31 | 104 | 1 | 298 | 23% |
| url-shortener | Intermediate | 20 | 113 | 0 | 304 | 15% |
| social-media-platform | Intermediate | 56 | 72 | 0 | 301 | 44% |
| ai-revenue-ops-copilot | Intermediate | 30 | 93 | 5 | 300 | 24% |
| ai-revenue-ops-copilot | Advanced | 54 | 67 | 5 | 296 | 45% |
| online-learning-platform | Intermediate | 29 | 82 | 15 | 312 | 26% |
| blog-platform-cms | Beginner | 8 | 89 | 147 | 193 | 8% |
| ecommerce-store | Beginner | 20 | 73 | 124 | 219 | 22% |
| saas-application | Advanced | 30 | 59 | 2 | 343 | 34% |
| real-estate-website | Advanced | 26 | 60 | 2 | 348 | 30% |
| restaurant-reservation-system | Advanced | 2 | 68 | 2 | 366 | 3% |
| saas-application | Beginner | 14 | 42 | 1 | 37 | 25% |
| fitness-tracking-app | Advanced | 11 | 42 | 1 | 380 | 21% |
| real-estate-website | Beginner | 1 | 52 | 9 | 33 | 2% |
| multi-tenant-crm | Advanced | 19 | 32 | 3 | 383 | 37% |
| blog-platform-cms | Intermediate | 3 | 46 | 60 | 329 | 6% |
| restaurant-reservation-system | Beginner | 5 | 43 | 0 | 47 | 10% |
| online-learning-platform | Beginner | 8 | 37 | 9 | 41 | 18% |
| job-board | Advanced | 8 | 34 | 0 | 395 | 19% |
| saas-application | Intermediate | 10 | 31 | 0 | 54 | 24% |
| ecommerce-store | Intermediate | 12 | 27 | 77 | 322 | 31% |
| multi-tenant-crm | Beginner | 4 | 35 | 8 | 45 | 10% |
| chat-application | Advanced | 2 | 37 | 1 | 398 | 5% |
| url-shortener | Beginner | 0 | 38 | 0 | 57 | 0% |
| job-board | Beginner | 2 | 35 | 4 | 54 | 5% |
| project-management-tool | Advanced | 25 | 11 | 2 | 399 | 69% |
| online-learning-platform | Advanced | 8 | 28 | 3 | 399 | 22% |
| fitness-tracking-app | Intermediate | 2 | 34 | 0 | 59 | 6% |
| fitness-tracking-app | Beginner | 0 | 34 | 0 | 61 | 0% |
| social-media-platform | Beginner | 8 | 23 | 1 | 63 | 26% |
| social-media-platform | Advanced | 9 | 21 | 3 | 402 | 30% |
| chat-application | Beginner | 6 | 23 | 1 | 65 | 21% |
| project-management-tool | Beginner | 1 | 27 | 3 | 64 | 4% |
| chat-application | Intermediate | 6 | 21 | 0 | 68 | 22% |
| restaurant-reservation-system | Intermediate | 4 | 20 | 0 | 71 | 17% |
| real-estate-website | Intermediate | 3 | 21 | 1 | 70 | 13% |
| job-board | Intermediate | 9 | 11 | 1 | 74 | 45% |
| ecommerce-store | Beginner | 3 | 14 | 36 | 41 | 18% |
| multi-tenant-crm | Intermediate | 6 | 10 | 2 | 77 | 38% |
| blog-platform-cms | Advanced | 2 | 14 | 1 | 419 | 13% |
| online-learning-platform | Intermediate | 5 | 10 | 3 | 77 | 33% |
| social-media-platform | Intermediate | 4 | 11 | 2 | 78 | 27% |
| project-management-tool | Intermediate | 2 | 12 | 0 | 81 | 14% |
| saas-application | Advanced | 5 | 5 | 12 | 73 | 50% |
| url-shortener | Intermediate | 0 | 10 | 0 | 85 | 0% |
| restaurant-reservation-system | Advanced | 2 | 7 | 0 | 86 | 22% |
| job-board | Advanced | 4 | 4 | 2 | 85 | 50% |
| url-shortener | Advanced | 1 | 7 | 0 | 427 | 13% |
| real-estate-website | Advanced | 4 | 3 | 0 | 88 | 57% |
| blog-platform-cms | Beginner | 2 | 5 | 38 | 50 | 29% |
| online-learning-platform | Advanced | 4 | 2 | 2 | 87 | 67% |
| ecommerce-store | Intermediate | 0 | 6 | 2 | 87 | 0% |
| project-management-tool | Advanced | 3 | 1 | 0 | 90 | 75% |
| multi-tenant-crm | Advanced | 1 | 3 | 3 | 88 | 25% |
| chat-application | Advanced | 0 | 4 | 4 | 87 | 0% |
| ai-agent-application | Beginner | 0 | 3 | 1 | 16 | 0% |
| fitness-tracking-app | Advanced | 0 | 3 | 0 | 92 | 0% |
| social-media-platform | Advanced | 0 | 2 | 4 | 89 | 0% |
| full-stack-web-app | Intermediate | 1 | 0 | 0 | 19 | 100% |
| blog-platform-cms | Advanced | 0 | 1 | 3 | 91 | 0% |
| full-stack-web-app | Beginner | 0 | 1 | 0 | 19 | 0% |
| ai-agent-application | Intermediate | 0 | 0 | 0 | 20 | n/a |
| ai-agent-application | Advanced | 0 | 0 | 0 | 20 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 13 | 82 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 1 | 94 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 1 | 437 | n/a |
| full-stack-web-app | Advanced | 0 | 0 | 0 | 20 | n/a |
| url-shortener | Advanced | 0 | 0 | 0 | 95 | n/a |
