Leading: Amazon RDS (51.4%)
| Metric | Value |
|---|---|
| Amazon Aurora PostgreSQL wins | 409 |
| Amazon RDS wins | 433 |
| Abstains (no tool) | 681 |
| Other tool chosen | 23198 |
| Decisive cases | 842 |
| Amazon Aurora PostgreSQL win rate (unweighted) | 48.6% |
| 95% CI | 45.2% - 51.9% |
| Amazon Aurora PostgreSQL win rate (weighted) | 48.6% |
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 | 229 | 77 | 4 | 984 | 75% |
| DeepSeek R1 0528 | Frontier | 9 | 115 | 37 | 1130 | 7% |
| GPT 5.5 | Frontier | 33 | 30 | 4 | 239 | 52% |
| MiMo V2 Pro | Frontier | 3 | 51 | 23 | 912 | 6% |
| Llama 4 Maverick | Frontier | 43 | 4 | 94 | 1145 | 91% |
| Mistral Small 4 | Mid | 4 | 40 | 4 | 1213 | 9% |
| GPT 5.4 | Frontier | 21 | 19 | 8 | 940 | 53% |
| Gemini 2.5 Pro | Frontier | 5 | 20 | 53 | 1214 | 20% |
| Kimi K2.7 Code | Frontier | 22 | 2 | 3 | 276 | 92% |
| Qwen3 Coder Next | Mid | 5 | 16 | 9 | 1258 | 24% |
| MiMo V2.5 Pro | Frontier | 2 | 14 | 4 | 283 | 13% |
| Gemini 2.5 Flash | Small | 3 | 12 | 61 | 911 | 20% |
| Llama 4 Scout | Small | 11 | 0 | 12 | 1267 | 100% |
| GLM 5.2 | Frontier | 7 | 4 | 0 | 295 | 64% |
| Claude Haiku 4.5 | Small | 0 | 11 | 0 | 1271 | 0% |
| Kimi K2.5 | Frontier | 5 | 3 | 18 | 939 | 63% |
| MiniMax M2.7 | Frontier | 0 | 5 | 23 | 955 | 0% |
| GPT 5.4 Mini | Mid | 1 | 3 | 12 | 1276 | 25% |
| Gemini 3.5 Flash | Small | 3 | 0 | 4 | 294 | 100% |
| Devstral 2 2512 | Mid | 2 | 1 | 152 | 1090 | 67% |
| DeepSeek V3.2 | Mid | 0 | 3 | 70 | 915 | 0% |
| DeepSeek V4 Pro | Frontier | 1 | 1 | 9 | 293 | 50% |
| Claude Opus 4.6 | Frontier | 0 | 1 | 27 | 960 | 0% |
| DeepSeek V4 Flash | Mid | 0 | 1 | 15 | 280 | 0% |
| Claude Opus 4.8 | Frontier | 0 | 0 | 0 | 302 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 1296 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 34 | 956 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 1 | 304 | n/a |
| Prompt | Tier | Amazon Aurora PostgreSQL | Amazon RDS | None | Other | A rate |
|---|---|---|---|---|---|---|
| multi-tenant-crm | Advanced | 78 | 10 | 3 | 444 | 89% |
| social-media-platform | Advanced | 75 | 10 | 5 | 443 | 88% |
| job-board | Advanced | 9 | 68 | 1 | 454 | 12% |
| fitness-tracking-app | Advanced | 36 | 13 | 2 | 480 | 73% |
| online-learning-platform | Advanced | 20 | 29 | 3 | 485 | 41% |
| restaurant-reservation-system | Advanced | 18 | 30 | 2 | 487 | 38% |
| chat-application | Advanced | 31 | 9 | 1 | 496 | 78% |
| saas-application | Advanced | 18 | 22 | 2 | 490 | 45% |
| real-estate-website | Advanced | 17 | 17 | 2 | 496 | 50% |
| ai-support-agent-platform | Advanced | 5 | 26 | 2 | 494 | 16% |
| ecommerce-store | Advanced | 26 | 4 | 1 | 506 | 87% |
| url-shortener | Advanced | 26 | 3 | 0 | 502 | 90% |
| project-management-tool | Advanced | 15 | 9 | 2 | 510 | 63% |
| social-media-platform | Intermediate | 7 | 15 | 0 | 503 | 32% |
| ai-revenue-ops-copilot | Advanced | 17 | 4 | 6 | 491 | 81% |
| online-learning-platform | Intermediate | 0 | 17 | 15 | 504 | 0% |
| multi-tenant-crm | Intermediate | 0 | 16 | 2 | 514 | 0% |
| ai-revenue-ops-copilot | Beginner | 4 | 9 | 0 | 509 | 31% |
| online-learning-platform | Beginner | 0 | 12 | 34 | 489 | 0% |
| restaurant-reservation-system | Intermediate | 0 | 12 | 0 | 524 | 0% |
| job-board | Beginner | 0 | 11 | 0 | 526 | 0% |
| social-media-platform | Beginner | 1 | 9 | 0 | 526 | 10% |
| multi-tenant-crm | Beginner | 0 | 9 | 42 | 475 | 0% |
| restaurant-reservation-system | Beginner | 0 | 9 | 2 | 526 | 0% |
| saas-application | Intermediate | 0 | 9 | 1 | 525 | 0% |
| ai-revenue-ops-copilot | Intermediate | 1 | 6 | 6 | 514 | 14% |
| ai-support-agent-platform | Beginner | 2 | 4 | 18 | 505 | 33% |
| ai-support-agent-platform | Intermediate | 0 | 6 | 4 | 525 | 0% |
| job-board | Intermediate | 0 | 5 | 0 | 532 | 0% |
| saas-application | Beginner | 0 | 5 | 0 | 532 | 0% |
| chat-application | Beginner | 0 | 4 | 13 | 514 | 0% |
| ai-agent-application | Advanced | 2 | 1 | 3 | 112 | 67% |
| blog-platform-cms | Advanced | 1 | 2 | 1 | 530 | 33% |
| chat-application | Intermediate | 0 | 3 | 3 | 531 | 0% |
| ecommerce-store | Beginner | 0 | 3 | 140 | 392 | 0% |
| real-estate-website | Intermediate | 0 | 3 | 0 | 531 | 0% |
| ecommerce-store | Intermediate | 0 | 2 | 86 | 448 | 0% |
| fitness-tracking-app | Intermediate | 0 | 2 | 0 | 534 | 0% |
| url-shortener | Beginner | 0 | 2 | 12 | 523 | 0% |
| url-shortener | Intermediate | 0 | 2 | 0 | 534 | 0% |
| real-estate-website | Beginner | 0 | 1 | 10 | 525 | 0% |
| ai-agent-application | Beginner | 0 | 0 | 1 | 118 | n/a |
| ai-agent-application | Intermediate | 0 | 0 | 1 | 118 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 180 | 356 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 73 | 464 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 0 | 537 | n/a |
| full-stack-web-app | Advanced | 0 | 0 | 1 | 118 | n/a |
| full-stack-web-app | Beginner | 0 | 0 | 0 | 119 | n/a |
| full-stack-web-app | Intermediate | 0 | 0 | 0 | 119 | n/a |
| project-management-tool | Beginner | 0 | 0 | 0 | 535 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 1 | 533 | n/a |
