| Metric | Value |
|---|---|
| Neon wins | 1437 |
| Supabase wins | 6604 |
| Abstains (no tool) | 668 |
| Other tool chosen | 16128 |
| Decisive cases | 8041 |
| Neon win rate (unweighted) | 17.9% |
| 95% CI | 17.0% - 18.7% |
| Neon win rate (weighted) | 17.9% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Neon | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| Claude Sonnet 4.6 | Frontier | 0 | 799 | 0 | 503 | 0% |
| GPT 5.3 Codex | Frontier | 403 | 367 | 4 | 526 | 52% |
| Kimi K2.5 | Frontier | 153 | 547 | 16 | 207 | 22% |
| Qwen3 Coder Next | Mid | 0 | 600 | 9 | 685 | 0% |
| Mistral Small 4 | Mid | 11 | 544 | 5 | 708 | 2% |
| DeepSeek V3.2 | Mid | 1 | 541 | 68 | 333 | 0% |
| Gemini 2.5 Pro | Frontier | 118 | 325 | 52 | 803 | 27% |
| GLM 5 Turbo | Frontier | 267 | 165 | 32 | 481 | 62% |
| Claude Opus 4.6 | Frontier | 10 | 282 | 26 | 625 | 3% |
| MiniMax M2.7 | Frontier | 38 | 245 | 22 | 633 | 13% |
| GPT 5.4 | Frontier | 103 | 164 | 7 | 669 | 39% |
| Claude Haiku 4.5 | Small | 0 | 243 | 0 | 1045 | 0% |
| GPT 5.5 | Frontier | 91 | 139 | 5 | 122 | 40% |
| GPT 5.4 Mini | Mid | 2 | 226 | 12 | 1058 | 1% |
| MiniMax M3 | Frontier | 18 | 204 | 1 | 133 | 8% |
| Gemini 3.5 Flash | Small | 11 | 196 | 5 | 140 | 5% |
| DeepSeek V4 Pro | Frontier | 57 | 131 | 10 | 157 | 30% |
| GLM 5.2 | Frontier | 98 | 84 | 0 | 175 | 54% |
| Kimi K2.7 Code | Frontier | 40 | 131 | 5 | 178 | 23% |
| DeepSeek V4 Flash | Mid | 12 | 157 | 16 | 162 | 7% |
| DeepSeek R1 0528 | Frontier | 3 | 140 | 37 | 1117 | 2% |
| Claude Opus 4.8 | Frontier | 0 | 96 | 0 | 255 | 0% |
| MiMo V2 Pro | Frontier | 0 | 82 | 23 | 839 | 0% |
| MiMo V2.5 Pro | Frontier | 1 | 78 | 4 | 270 | 1% |
| Devstral 2 2512 | Mid | 0 | 58 | 145 | 997 | 0% |
| Gemini 2.5 Flash | Small | 0 | 31 | 58 | 853 | 0% |
| Llama 4 Maverick | Frontier | 0 | 28 | 94 | 1171 | 0% |
| Llama 4 Scout | Small | 0 | 1 | 12 | 1283 | 0% |
| Prompt | Tier | Neon | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| saas-application | Beginner | 69 | 307 | 0 | 161 | 18% |
| ai-support-agent-platform | Intermediate | 34 | 317 | 3 | 181 | 10% |
| real-estate-website | Beginner | 15 | 336 | 9 | 176 | 4% |
| ai-support-agent-platform | Beginner | 16 | 327 | 19 | 167 | 5% |
| saas-application | Intermediate | 94 | 235 | 1 | 205 | 29% |
| restaurant-reservation-system | Beginner | 28 | 290 | 2 | 217 | 9% |
| ai-revenue-ops-copilot | Beginner | 25 | 267 | 0 | 230 | 9% |
| job-board | Beginner | 34 | 257 | 0 | 246 | 12% |
| fitness-tracking-app | Intermediate | 38 | 247 | 0 | 251 | 13% |
| multi-tenant-crm | Beginner | 37 | 248 | 41 | 201 | 13% |
| online-learning-platform | Beginner | 46 | 216 | 33 | 240 | 18% |
| ai-support-agent-platform | Advanced | 72 | 183 | 2 | 269 | 28% |
| project-management-tool | Intermediate | 41 | 197 | 0 | 295 | 17% |
| project-management-tool | Beginner | 12 | 217 | 0 | 306 | 5% |
| fitness-tracking-app | Beginner | 6 | 219 | 0 | 312 | 3% |
| chat-application | Intermediate | 63 | 160 | 2 | 312 | 28% |
| social-media-platform | Beginner | 47 | 176 | 0 | 313 | 21% |
| restaurant-reservation-system | Intermediate | 50 | 172 | 1 | 313 | 23% |
| job-board | Intermediate | 59 | 156 | 0 | 322 | 27% |
| real-estate-website | Intermediate | 36 | 172 | 0 | 326 | 17% |
| url-shortener | Beginner | 15 | 184 | 13 | 325 | 8% |
| chat-application | Beginner | 32 | 157 | 13 | 329 | 17% |
| multi-tenant-crm | Intermediate | 49 | 134 | 2 | 348 | 27% |
| social-media-platform | Intermediate | 72 | 100 | 0 | 354 | 42% |
| ai-revenue-ops-copilot | Intermediate | 35 | 132 | 6 | 354 | 21% |
| url-shortener | Intermediate | 30 | 135 | 0 | 372 | 18% |
| ai-revenue-ops-copilot | Advanced | 64 | 90 | 5 | 361 | 42% |
| online-learning-platform | Intermediate | 44 | 109 | 14 | 369 | 29% |
| blog-platform-cms | Beginner | 9 | 121 | 179 | 227 | 7% |
| ecommerce-store | Beginner | 26 | 97 | 136 | 276 | 21% |
| saas-application | Advanced | 46 | 75 | 2 | 409 | 38% |
| real-estate-website | Advanced | 29 | 74 | 2 | 427 | 28% |
| restaurant-reservation-system | Advanced | 5 | 81 | 2 | 449 | 6% |
| fitness-tracking-app | Advanced | 14 | 59 | 2 | 455 | 19% |
| blog-platform-cms | Intermediate | 4 | 68 | 72 | 393 | 6% |
| multi-tenant-crm | Advanced | 22 | 41 | 3 | 469 | 35% |
| job-board | Advanced | 18 | 37 | 1 | 476 | 33% |
| project-management-tool | Advanced | 35 | 19 | 2 | 480 | 65% |
| online-learning-platform | Advanced | 16 | 36 | 3 | 482 | 31% |
| chat-application | Advanced | 5 | 46 | 1 | 485 | 10% |
| ecommerce-store | Intermediate | 15 | 35 | 83 | 403 | 30% |
| social-media-platform | Advanced | 12 | 25 | 4 | 492 | 32% |
| blog-platform-cms | Advanced | 3 | 15 | 1 | 515 | 17% |
| ai-agent-application | Beginner | 5 | 9 | 2 | 122 | 36% |
| url-shortener | Advanced | 4 | 9 | 0 | 517 | 31% |
| full-stack-web-app | Beginner | 3 | 9 | 0 | 126 | 25% |
| ai-agent-application | Intermediate | 2 | 7 | 1 | 128 | 22% |
| full-stack-web-app | Intermediate | 1 | 0 | 0 | 137 | 100% |
| ai-agent-application | Advanced | 0 | 1 | 4 | 132 | 0% |
| ecommerce-store | Advanced | 0 | 0 | 1 | 536 | n/a |
| full-stack-web-app | Advanced | 0 | 0 | 1 | 137 | n/a |
