Leading: Amazon RDS (54.8%)
| Metric | Value |
|---|---|
| Amazon Aurora PostgreSQL wins | 317 |
| Amazon RDS wins | 384 |
| Abstains (no tool) | 746 |
| Other tool chosen | 21965 |
| Decisive cases | 701 |
| Amazon Aurora PostgreSQL win rate (unweighted) | 45.2% |
| 95% CI | 41.6% - 48.9% |
| Amazon Aurora PostgreSQL win rate (weighted) | 45.2% |
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Verified critics can leave comments here.
| Model | Tier | Amazon Aurora PostgreSQL | Amazon RDS | None | Other | A rate |
|---|---|---|---|---|---|---|
| GPT 5.3 Codex | Frontier | 199 | 75 | 4 | 956 | 73% |
| DeepSeek R1 0528 | Frontier | 11 | 108 | 42 | 1071 | 9% |
| MiMo V2 Pro | Frontier | 3 | 69 | 29 | 1083 | 4% |
| Mistral Small 4 | Mid | 6 | 35 | 4 | 1162 | 15% |
| GPT 5.4 | Frontier | 21 | 19 | 11 | 1132 | 53% |
| Llama 4 Maverick | Frontier | 36 | 3 | 86 | 1103 | 92% |
| Gemini 2.5 Pro | Frontier | 3 | 18 | 58 | 1155 | 14% |
| Qwen3 Coder Next | Mid | 5 | 13 | 13 | 1197 | 28% |
| Gemini 2.5 Flash | Small | 3 | 12 | 83 | 1083 | 20% |
| GPT 5.5 | Frontier | 7 | 4 | 1 | 39 | 64% |
| Kimi K2.5 | Frontier | 6 | 5 | 29 | 1120 | 55% |
| Llama 4 Scout | Small | 9 | 0 | 19 | 1202 | 100% |
| Claude Haiku 4.5 | Small | 0 | 8 | 6 | 1210 | 0% |
| MiniMax M2.7 | Frontier | 0 | 5 | 28 | 1145 | 0% |
| Kimi K2.7 Code | Frontier | 4 | 0 | 2 | 44 | 100% |
| MiMo V2.5 Pro | Frontier | 1 | 3 | 1 | 44 | 25% |
| GLM 5.2 | Frontier | 2 | 1 | 0 | 48 | 67% |
| DeepSeek V3.2 | Mid | 0 | 3 | 85 | 1095 | 0% |
| GPT 5.4 Mini | Mid | 0 | 2 | 11 | 1220 | 0% |
| Devstral 2 2512 | Mid | 1 | 0 | 154 | 1081 | 100% |
| Claude Opus 4.6 | Frontier | 0 | 1 | 31 | 1151 | 0% |
| Claude Opus 4.8 | Frontier | 0 | 0 | 0 | 50 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 1236 | n/a |
| DeepSeek V4 Flash | Mid | 0 | 0 | 1 | 48 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 1 | 50 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 1 | 50 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 46 | 1139 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 0 | 51 | n/a |
| Prompt | Tier | Amazon Aurora PostgreSQL | Amazon RDS | None | Other | A rate |
|---|---|---|---|---|---|---|
| multi-tenant-crm | Advanced | 59 | 7 | 3 | 368 | 89% |
| social-media-platform | Advanced | 52 | 9 | 3 | 371 | 85% |
| job-board | Advanced | 5 | 53 | 0 | 379 | 9% |
| restaurant-reservation-system | Advanced | 13 | 26 | 2 | 397 | 33% |
| online-learning-platform | Advanced | 13 | 22 | 3 | 400 | 37% |
| fitness-tracking-app | Advanced | 26 | 8 | 1 | 399 | 76% |
| saas-application | Advanced | 14 | 16 | 2 | 402 | 47% |
| real-estate-website | Advanced | 12 | 14 | 2 | 408 | 46% |
| chat-application | Advanced | 23 | 2 | 1 | 412 | 92% |
| url-shortener | Advanced | 22 | 3 | 0 | 410 | 88% |
| ai-support-agent-platform | Advanced | 5 | 20 | 2 | 403 | 20% |
| ecommerce-store | Advanced | 18 | 1 | 1 | 418 | 95% |
| project-management-tool | Advanced | 13 | 5 | 2 | 417 | 72% |
| social-media-platform | Intermediate | 6 | 10 | 0 | 413 | 38% |
| ai-revenue-ops-copilot | Advanced | 12 | 3 | 5 | 402 | 80% |
| multi-tenant-crm | Intermediate | 0 | 14 | 1 | 419 | 0% |
| online-learning-platform | Intermediate | 0 | 14 | 15 | 409 | 0% |
| ai-revenue-ops-copilot | Beginner | 4 | 8 | 0 | 411 | 33% |
| social-media-platform | Advanced | 8 | 2 | 4 | 81 | 80% |
| job-board | Beginner | 0 | 10 | 0 | 428 | 0% |
| restaurant-reservation-system | Intermediate | 0 | 10 | 0 | 428 | 0% |
| online-learning-platform | Beginner | 0 | 9 | 26 | 403 | 0% |
| saas-application | Intermediate | 0 | 9 | 1 | 426 | 0% |
| social-media-platform | Beginner | 1 | 7 | 0 | 429 | 13% |
| multi-tenant-crm | Beginner | 0 | 8 | 37 | 385 | 0% |
| restaurant-reservation-system | Beginner | 0 | 7 | 2 | 429 | 0% |
| social-media-platform | Intermediate | 2 | 4 | 2 | 87 | 33% |
| ai-revenue-ops-copilot | Intermediate | 1 | 5 | 5 | 417 | 17% |
| ai-support-agent-platform | Intermediate | 0 | 6 | 4 | 426 | 0% |
| online-learning-platform | Advanced | 0 | 5 | 2 | 88 | 0% |
| saas-application | Beginner | 0 | 5 | 0 | 433 | 0% |
| fitness-tracking-app | Advanced | 3 | 1 | 0 | 91 | 75% |
| ai-support-agent-platform | Beginner | 1 | 3 | 15 | 413 | 25% |
| chat-application | Advanced | 0 | 4 | 4 | 87 | 0% |
| chat-application | Beginner | 0 | 4 | 13 | 417 | 0% |
| job-board | Intermediate | 0 | 4 | 0 | 434 | 0% |
| online-learning-platform | Beginner | 0 | 4 | 9 | 82 | 0% |
| restaurant-reservation-system | Advanced | 0 | 4 | 0 | 91 | 0% |
| multi-tenant-crm | Advanced | 2 | 1 | 3 | 89 | 67% |
| ecommerce-store | Advanced | 1 | 2 | 1 | 91 | 33% |
| chat-application | Intermediate | 0 | 3 | 3 | 432 | 0% |
| job-board | Advanced | 0 | 3 | 2 | 90 | 0% |
| job-board | Beginner | 0 | 3 | 4 | 88 | 0% |
| real-estate-website | Intermediate | 0 | 3 | 0 | 433 | 0% |
| saas-application | Beginner | 0 | 3 | 1 | 90 | 0% |
| saas-application | Advanced | 1 | 1 | 12 | 81 | 50% |
| multi-tenant-crm | Beginner | 0 | 2 | 8 | 82 | 0% |
| online-learning-platform | Intermediate | 0 | 2 | 3 | 90 | 0% |
| social-media-platform | Beginner | 0 | 2 | 1 | 92 | 0% |
| url-shortener | Intermediate | 0 | 2 | 0 | 435 | 0% |
| chat-application | Intermediate | 0 | 1 | 0 | 94 | 0% |
| chat-application | Beginner | 0 | 1 | 1 | 93 | 0% |
| ecommerce-store | Intermediate | 0 | 1 | 77 | 360 | 0% |
| ecommerce-store | Beginner | 0 | 1 | 124 | 311 | 0% |
| fitness-tracking-app | Intermediate | 0 | 1 | 0 | 436 | 0% |
| job-board | Intermediate | 0 | 1 | 1 | 93 | 0% |
| real-estate-website | Advanced | 0 | 1 | 0 | 94 | 0% |
| real-estate-website | Beginner | 0 | 1 | 10 | 426 | 0% |
| restaurant-reservation-system | Intermediate | 0 | 1 | 0 | 94 | 0% |
| saas-application | Intermediate | 0 | 1 | 0 | 94 | 0% |
| url-shortener | Beginner | 0 | 1 | 11 | 426 | 0% |
| ai-agent-application | Beginner | 0 | 0 | 1 | 19 | n/a |
| ai-agent-application | Intermediate | 0 | 0 | 0 | 20 | n/a |
| ai-agent-application | Advanced | 0 | 0 | 0 | 20 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 38 | 57 | n/a |
| blog-platform-cms | Advanced | 0 | 0 | 3 | 92 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 13 | 82 | n/a |
| blog-platform-cms | Advanced | 0 | 0 | 1 | 435 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 147 | 290 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 60 | 378 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 2 | 93 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 36 | 58 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 0 | 95 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 0 | 95 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 0 | 438 | n/a |
| full-stack-web-app | Advanced | 0 | 0 | 0 | 20 | n/a |
| full-stack-web-app | Beginner | 0 | 0 | 0 | 20 | n/a |
| full-stack-web-app | Intermediate | 0 | 0 | 0 | 20 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 2 | 93 | n/a |
| project-management-tool | Beginner | 0 | 0 | 0 | 438 | n/a |
| project-management-tool | Beginner | 0 | 0 | 3 | 92 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 0 | 95 | n/a |
| project-management-tool | Advanced | 0 | 0 | 0 | 94 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 1 | 434 | n/a |
| real-estate-website | Beginner | 0 | 0 | 9 | 86 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 1 | 94 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 0 | 95 | n/a |
| url-shortener | Advanced | 0 | 0 | 0 | 95 | n/a |
| url-shortener | Beginner | 0 | 0 | 0 | 95 | n/a |
| url-shortener | Intermediate | 0 | 0 | 0 | 95 | n/a |
