| Metric | Value |
|---|---|
| Neon wins | 1761 |
| Supabase wins | 8236 |
| Abstains (no tool) | 986 |
| Other tool chosen | 21972 |
| Decisive cases | 9997 |
| Neon win rate (unweighted) | 17.6% |
| 95% CI | 16.9% - 18.4% |
| Neon win rate (weighted) | 17.6% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Neon | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 15 | 881 | 111 | 708 | 2% |
| DeepSeek Pro 4–4 0813 | Frontier | 66 | 146 | 11 | 183 | 31% |
| DeepSeek R1 | Frontier | 3 | 170 | 60 | 1490 | 2% |
| Devstral | Mid | 0 | 68 | 194 | 1364 | 0% |
| Gemini Flash 2.5–3.8 | Small | 11 | 251 | 106 | 1352 | 4% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 149 | 433 | 82 | 1060 | 26% |
| GLM 5 Turbo–5.3 | Frontier | 442 | 321 | 53 | 913 | 58% |
| GPT 5.4–6 Astra | Frontier | 205 | 399 | 21 | 1101 | 34% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 475 | 499 | 9 | 743 | 49% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 16 | 293 | 19 | 1395 | 5% |
| Haiku | Small | 0 | 268 | 14 | 1433 | 0% |
| Kimi 2.5–3 | Frontier | 266 | 873 | 37 | 522 | 23% |
| Llama Maverick | Frontier | 0 | 29 | 118 | 1572 | 0% |
| Llama Scout | Small | 0 | 4 | 30 | 1685 | 0% |
| MiMo Pro 2–2.6 | Frontier | 9 | 202 | 37 | 1468 | 4% |
| MiniMax M 2.7–3 | Frontier | 67 | 564 | 32 | 1057 | 11% |
| Mistral Small | Mid | 12 | 664 | 5 | 1005 | 2% |
| Opus 4.6–5.5 | Frontier | 15 | 451 | 33 | 1222 | 3% |
| Qwen Coder | Mid | 0 | 776 | 14 | 927 | 0% |
| Sonnet 4.6–5.5 | Frontier | 10 | 944 | 0 | 772 | 1% |
| Prompt | Tier | Neon | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| saas-application | Beginner | 77 | 331 | 0 | 168 | 19% |
| ai-support-agent-platform | Intermediate | 36 | 341 | 4 | 193 | 10% |
| real-estate-website | Beginner | 15 | 360 | 10 | 190 | 4% |
| ai-support-agent-platform | Beginner | 17 | 354 | 19 | 178 | 5% |
| saas-application | Intermediate | 105 | 251 | 1 | 217 | 29% |
| restaurant-reservation-system | Beginner | 28 | 315 | 2 | 231 | 8% |
| job-board | Beginner | 38 | 279 | 0 | 259 | 12% |
| ai-revenue-ops-copilot | Beginner | 29 | 284 | 0 | 248 | 9% |
| multi-tenant-crm | Beginner | 41 | 267 | 42 | 214 | 13% |
| fitness-tracking-app | Intermediate | 43 | 264 | 0 | 268 | 14% |
| online-learning-platform | Beginner | 49 | 230 | 35 | 260 | 18% |
| ai-support-agent-platform | Advanced | 76 | 195 | 3 | 290 | 28% |
| project-management-tool | Intermediate | 41 | 216 | 1 | 314 | 16% |
| project-management-tool | Beginner | 14 | 239 | 0 | 321 | 6% |
| fitness-tracking-app | Beginner | 6 | 239 | 0 | 331 | 2% |
| social-media-platform | Beginner | 50 | 194 | 0 | 331 | 20% |
| restaurant-reservation-system | Intermediate | 53 | 190 | 1 | 331 | 22% |
| chat-application | Intermediate | 63 | 174 | 3 | 336 | 27% |
| job-board | Intermediate | 64 | 172 | 0 | 340 | 27% |
| real-estate-website | Intermediate | 40 | 186 | 0 | 347 | 18% |
| url-shortener | Beginner | 17 | 200 | 13 | 346 | 8% |
| chat-application | Beginner | 33 | 171 | 15 | 351 | 16% |
| multi-tenant-crm | Intermediate | 53 | 140 | 2 | 376 | 27% |
| social-media-platform | Intermediate | 77 | 107 | 0 | 380 | 42% |
| ai-revenue-ops-copilot | Intermediate | 36 | 146 | 6 | 377 | 20% |
| url-shortener | Intermediate | 33 | 149 | 0 | 393 | 18% |
| online-learning-platform | Intermediate | 49 | 117 | 15 | 394 | 30% |
| ai-revenue-ops-copilot | Advanced | 68 | 97 | 6 | 385 | 41% |
| blog-platform-cms | Beginner | 12 | 131 | 190 | 242 | 8% |
| ecommerce-store | Beginner | 26 | 109 | 147 | 292 | 19% |
| saas-application | Advanced | 48 | 75 | 2 | 445 | 39% |
| real-estate-website | Advanced | 31 | 78 | 2 | 460 | 28% |
| saas-application | Beginner | 20 | 85 | 4 | 59 | 19% |
| restaurant-reservation-system | Advanced | 6 | 86 | 2 | 482 | 7% |
| real-estate-website | Beginner | 1 | 82 | 14 | 55 | 1% |
| online-learning-platform | Beginner | 14 | 68 | 13 | 75 | 17% |
| saas-application | Intermediate | 19 | 58 | 0 | 94 | 25% |
| blog-platform-cms | Intermediate | 6 | 71 | 79 | 420 | 8% |
| fitness-tracking-app | Advanced | 14 | 62 | 2 | 491 | 18% |
| restaurant-reservation-system | Beginner | 7 | 69 | 0 | 76 | 9% |
| multi-tenant-crm | Beginner | 9 | 62 | 12 | 82 | 13% |
| job-board | Beginner | 7 | 61 | 9 | 94 | 10% |
| multi-tenant-crm | Advanced | 23 | 43 | 3 | 503 | 35% |
| fitness-tracking-app | Beginner | 0 | 63 | 1 | 106 | 0% |
| url-shortener | Beginner | 0 | 61 | 0 | 91 | 0% |
| job-board | Advanced | 18 | 41 | 1 | 511 | 31% |
| ecommerce-store | Intermediate | 16 | 43 | 87 | 428 | 27% |
| project-management-tool | Advanced | 37 | 21 | 2 | 515 | 64% |
| fitness-tracking-app | Intermediate | 5 | 53 | 0 | 94 | 9% |
| social-media-platform | Beginner | 13 | 44 | 2 | 112 | 23% |
| online-learning-platform | Advanced | 16 | 40 | 3 | 517 | 29% |
| chat-application | Advanced | 6 | 47 | 1 | 522 | 11% |
| chat-application | Beginner | 7 | 45 | 3 | 112 | 13% |
| project-management-tool | Beginner | 1 | 45 | 6 | 100 | 2% |
| restaurant-reservation-system | Intermediate | 9 | 35 | 0 | 127 | 20% |
| chat-application | Intermediate | 10 | 30 | 0 | 130 | 25% |
| social-media-platform | Advanced | 12 | 27 | 5 | 527 | 31% |
| real-estate-website | Intermediate | 5 | 31 | 1 | 115 | 14% |
| job-board | Intermediate | 12 | 16 | 4 | 120 | 43% |
| social-media-platform | Intermediate | 9 | 19 | 3 | 121 | 32% |
| project-management-tool | Intermediate | 4 | 23 | 0 | 125 | 15% |
| ecommerce-store | Beginner | 4 | 22 | 53 | 72 | 15% |
| multi-tenant-crm | Intermediate | 10 | 14 | 2 | 126 | 42% |
| online-learning-platform | Intermediate | 6 | 16 | 5 | 125 | 27% |
| saas-application | Advanced | 9 | 11 | 14 | 136 | 45% |
| blog-platform-cms | Advanced | 4 | 16 | 1 | 552 | 20% |
| ai-agent-application | Beginner | 6 | 11 | 2 | 139 | 35% |
| ecommerce-store | Intermediate | 3 | 13 | 5 | 148 | 19% |
| url-shortener | Intermediate | 0 | 15 | 0 | 137 | 0% |
| real-estate-website | Advanced | 8 | 6 | 0 | 156 | 57% |
| url-shortener | Advanced | 4 | 10 | 0 | 554 | 29% |
| full-stack-web-app | Beginner | 3 | 11 | 0 | 144 | 21% |
| blog-platform-cms | Beginner | 2 | 10 | 61 | 96 | 17% |
| job-board | Advanced | 5 | 6 | 5 | 155 | 45% |
| ai-agent-application | Intermediate | 3 | 8 | 1 | 146 | 27% |
| restaurant-reservation-system | Advanced | 3 | 7 | 3 | 138 | 30% |
| multi-tenant-crm | Advanced | 2 | 6 | 5 | 157 | 25% |
| online-learning-platform | Advanced | 5 | 2 | 3 | 142 | 71% |
| project-management-tool | Advanced | 5 | 2 | 1 | 143 | 71% |
| chat-application | Advanced | 1 | 6 | 5 | 140 | 14% |
| social-media-platform | Advanced | 3 | 3 | 9 | 155 | 50% |
| fitness-tracking-app | Advanced | 0 | 4 | 0 | 167 | 0% |
| blog-platform-cms | Advanced | 0 | 3 | 4 | 162 | 0% |
| full-stack-web-app | Intermediate | 1 | 0 | 0 | 157 | 100% |
| ai-agent-application | Advanced | 0 | 1 | 4 | 151 | 0% |
| url-shortener | Advanced | 0 | 1 | 1 | 150 | 0% |
| blog-platform-cms | Intermediate | 0 | 0 | 23 | 129 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 1 | 151 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 1 | 575 | n/a |
| full-stack-web-app | Advanced | 0 | 0 | 1 | 157 | n/a |
