Leading: Amazon RDS (51.0%)
| Metric | Value |
|---|---|
| Amazon Aurora PostgreSQL wins | 422 |
| Amazon RDS wins | 439 |
| Abstains (no tool) | 668 |
| Other tool chosen | 23308 |
| Decisive cases | 861 |
| Amazon Aurora PostgreSQL win rate (unweighted) | 49.0% |
| 95% CI | 45.7% - 52.3% |
| Amazon Aurora PostgreSQL win rate (weighted) | 49.0% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Amazon Aurora PostgreSQL | Amazon RDS | None | Other | A rate |
|---|---|---|---|---|---|---|
| GPT 5.3 Codex | Frontier | 232 | 75 | 4 | 989 | 76% |
| DeepSeek R1 0528 | Frontier | 9 | 117 | 37 | 1134 | 7% |
| GPT 5.5 | Frontier | 39 | 34 | 5 | 279 | 53% |
| MiMo V2 Pro | Frontier | 3 | 48 | 23 | 870 | 6% |
| Llama 4 Maverick | Frontier | 42 | 3 | 94 | 1154 | 93% |
| Mistral Small 4 | Mid | 4 | 41 | 5 | 1218 | 9% |
| GPT 5.4 | Frontier | 21 | 19 | 7 | 896 | 53% |
| Kimi K2.7 Code | Frontier | 24 | 4 | 5 | 321 | 86% |
| Gemini 2.5 Pro | Frontier | 5 | 18 | 52 | 1223 | 22% |
| Qwen3 Coder Next | Mid | 6 | 16 | 9 | 1263 | 27% |
| MiMo V2.5 Pro | Frontier | 2 | 19 | 4 | 328 | 10% |
| Gemini 2.5 Flash | Small | 3 | 12 | 58 | 869 | 20% |
| Llama 4 Scout | Small | 12 | 0 | 12 | 1272 | 100% |
| GLM 5.2 | Frontier | 7 | 4 | 0 | 346 | 64% |
| Claude Haiku 4.5 | Small | 0 | 11 | 0 | 1277 | 0% |
| Kimi K2.5 | Frontier | 5 | 3 | 16 | 899 | 63% |
| MiniMax M2.7 | Frontier | 0 | 5 | 22 | 911 | 0% |
| Gemini 3.5 Flash | Small | 4 | 0 | 5 | 343 | 100% |
| GPT 5.4 Mini | Mid | 1 | 3 | 12 | 1282 | 25% |
| Devstral 2 2512 | Mid | 2 | 1 | 145 | 1052 | 67% |
| DeepSeek V4 Pro | Frontier | 1 | 2 | 10 | 342 | 33% |
| DeepSeek V3.2 | Mid | 0 | 2 | 68 | 873 | 0% |
| Claude Opus 4.6 | Frontier | 0 | 1 | 26 | 916 | 0% |
| DeepSeek V4 Flash | Mid | 0 | 1 | 16 | 330 | 0% |
| Claude Opus 4.8 | Frontier | 0 | 0 | 0 | 351 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 1302 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 32 | 913 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 1 | 355 | n/a |
| Prompt | Tier | Amazon Aurora PostgreSQL | Amazon RDS | None | Other | A rate |
|---|---|---|---|---|---|---|
| multi-tenant-crm | Advanced | 79 | 12 | 3 | 441 | 87% |
| social-media-platform | Advanced | 79 | 10 | 4 | 440 | 89% |
| job-board | Advanced | 10 | 68 | 1 | 453 | 13% |
| fitness-tracking-app | Advanced | 38 | 14 | 2 | 476 | 73% |
| online-learning-platform | Advanced | 22 | 30 | 3 | 482 | 42% |
| restaurant-reservation-system | Advanced | 18 | 30 | 2 | 487 | 38% |
| chat-application | Advanced | 30 | 10 | 1 | 496 | 75% |
| saas-application | Advanced | 19 | 21 | 2 | 490 | 48% |
| real-estate-website | Advanced | 17 | 17 | 2 | 496 | 50% |
| ecommerce-store | Advanced | 28 | 4 | 1 | 504 | 88% |
| url-shortener | Advanced | 27 | 3 | 0 | 500 | 90% |
| ai-support-agent-platform | Advanced | 5 | 25 | 2 | 494 | 17% |
| project-management-tool | Advanced | 15 | 9 | 2 | 510 | 63% |
| social-media-platform | Intermediate | 8 | 16 | 0 | 502 | 33% |
| ai-revenue-ops-copilot | Advanced | 16 | 4 | 5 | 495 | 80% |
| multi-tenant-crm | Intermediate | 0 | 17 | 2 | 514 | 0% |
| online-learning-platform | Intermediate | 0 | 17 | 14 | 505 | 0% |
| ai-revenue-ops-copilot | Beginner | 4 | 9 | 0 | 509 | 31% |
| online-learning-platform | Beginner | 0 | 13 | 33 | 489 | 0% |
| job-board | Beginner | 0 | 12 | 0 | 525 | 0% |
| restaurant-reservation-system | Intermediate | 0 | 12 | 1 | 523 | 0% |
| social-media-platform | Beginner | 1 | 9 | 0 | 526 | 10% |
| multi-tenant-crm | Beginner | 0 | 9 | 41 | 477 | 0% |
| restaurant-reservation-system | Beginner | 0 | 9 | 2 | 526 | 0% |
| saas-application | Intermediate | 0 | 9 | 1 | 525 | 0% |
| ai-support-agent-platform | Beginner | 2 | 4 | 19 | 504 | 33% |
| ai-revenue-ops-copilot | Intermediate | 1 | 5 | 6 | 515 | 17% |
| ai-support-agent-platform | Intermediate | 0 | 6 | 3 | 526 | 0% |
| saas-application | Beginner | 0 | 6 | 0 | 531 | 0% |
| job-board | Intermediate | 0 | 5 | 0 | 532 | 0% |
| chat-application | Beginner | 0 | 4 | 13 | 514 | 0% |
| ai-agent-application | Advanced | 2 | 1 | 4 | 130 | 67% |
| blog-platform-cms | Advanced | 1 | 2 | 1 | 530 | 33% |
| chat-application | Intermediate | 0 | 3 | 2 | 532 | 0% |
| ecommerce-store | Beginner | 0 | 3 | 136 | 396 | 0% |
| ecommerce-store | Intermediate | 0 | 2 | 83 | 451 | 0% |
| fitness-tracking-app | Intermediate | 0 | 2 | 0 | 534 | 0% |
| real-estate-website | Intermediate | 0 | 2 | 0 | 532 | 0% |
| url-shortener | Beginner | 0 | 2 | 13 | 522 | 0% |
| url-shortener | Intermediate | 0 | 2 | 0 | 535 | 0% |
| real-estate-website | Beginner | 0 | 1 | 9 | 526 | 0% |
| ai-agent-application | Beginner | 0 | 0 | 2 | 136 | n/a |
| ai-agent-application | Intermediate | 0 | 0 | 1 | 137 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 179 | 357 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 72 | 465 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 0 | 537 | n/a |
| full-stack-web-app | Advanced | 0 | 0 | 1 | 137 | n/a |
| full-stack-web-app | Beginner | 0 | 0 | 0 | 138 | n/a |
| full-stack-web-app | Intermediate | 0 | 0 | 0 | 138 | n/a |
| project-management-tool | Beginner | 0 | 0 | 0 | 535 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 0 | 533 | n/a |
