Leading: Amazon RDS (52.2%)
| Metric | Value |
|---|---|
| Amazon RDS wins | 576 |
| Amazon Aurora PostgreSQL wins | 528 |
| Abstains (no tool) | 1009 |
| Other tool chosen | 31870 |
| Decisive cases | 1104 |
| Amazon RDS win rate (unweighted) | 52.2% |
| 95% CI | 49.2% - 55.1% |
| Amazon RDS win rate (weighted) | 52.2% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Amazon RDS | Amazon Aurora PostgreSQL | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 5 | 4 | 111 | 1646 | 56% |
| DeepSeek Pro 4–4 0813 | Frontier | 2 | 1 | 11 | 444 | 67% |
| DeepSeek R1 | Frontier | 147 | 14 | 61 | 1553 | 91% |
| Devstral | Mid | 2 | 2 | 198 | 1475 | 50% |
| Gemini Flash 2.5–3.8 | Small | 12 | 7 | 107 | 1646 | 63% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 25 | 9 | 82 | 1662 | 74% |
| GLM 5 Turbo–5.3 | Frontier | 4 | 9 | 55 | 1712 | 31% |
| GPT 5.4–6 Astra | Frontier | 66 | 77 | 25 | 1610 | 46% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 108 | 273 | 14 | 1382 | 28% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 6 | 21 | 20 | 1727 | 22% |
| Haiku | Small | 13 | 0 | 14 | 1739 | 100% |
| Kimi 2.5–3 | Frontier | 12 | 31 | 37 | 1669 | 28% |
| Llama Maverick | Frontier | 4 | 46 | 121 | 1598 | 8% |
| Llama Scout | Small | 0 | 12 | 30 | 1728 | 0% |
| MiMo Pro 2–2.6 | Frontier | 100 | 8 | 37 | 1623 | 93% |
| MiniMax M 2.7–3 | Frontier | 8 | 1 | 33 | 1729 | 89% |
| Mistral Small | Mid | 45 | 6 | 5 | 1683 | 88% |
| Opus 4.6–5.5 | Frontier | 1 | 0 | 33 | 1738 | 100% |
| Qwen Coder | Mid | 16 | 6 | 14 | 1732 | 73% |
| Sonnet 4.6–5.5 | Frontier | 0 | 1 | 1 | 1774 | 0% |
| Prompt | Tier | Amazon RDS | Amazon Aurora PostgreSQL | None | Other | A rate |
|---|---|---|---|---|---|---|
| multi-tenant-crm | Advanced | 13 | 89 | 3 | 486 | 13% |
| social-media-platform | Advanced | 12 | 89 | 6 | 484 | 12% |
| job-board | Advanced | 76 | 12 | 1 | 502 | 86% |
| online-learning-platform | Advanced | 33 | 27 | 3 | 533 | 55% |
| fitness-tracking-app | Advanced | 14 | 45 | 2 | 528 | 24% |
| restaurant-reservation-system | Advanced | 35 | 20 | 2 | 539 | 64% |
| saas-application | Advanced | 25 | 24 | 3 | 538 | 51% |
| chat-application | Advanced | 11 | 38 | 1 | 546 | 22% |
| ai-support-agent-platform | Advanced | 32 | 8 | 3 | 541 | 80% |
| ecommerce-store | Advanced | 6 | 34 | 1 | 555 | 15% |
| real-estate-website | Advanced | 21 | 18 | 2 | 552 | 54% |
| url-shortener | Advanced | 3 | 36 | 0 | 555 | 8% |
| project-management-tool | Advanced | 13 | 17 | 2 | 563 | 43% |
| social-media-platform | Intermediate | 16 | 9 | 0 | 558 | 64% |
| ai-revenue-ops-copilot | Advanced | 4 | 21 | 6 | 544 | 16% |
| online-learning-platform | Intermediate | 20 | 0 | 15 | 560 | 100% |
| multi-tenant-crm | Intermediate | 19 | 0 | 2 | 569 | 100% |
| social-media-platform | Advanced | 3 | 13 | 9 | 145 | 19% |
| online-learning-platform | Beginner | 14 | 0 | 35 | 545 | 100% |
| ai-revenue-ops-copilot | Beginner | 9 | 5 | 0 | 568 | 64% |
| restaurant-reservation-system | Intermediate | 13 | 0 | 1 | 581 | 100% |
| job-board | Beginner | 12 | 0 | 0 | 584 | 100% |
| multi-tenant-crm | Beginner | 10 | 0 | 43 | 531 | 100% |
| restaurant-reservation-system | Advanced | 10 | 0 | 3 | 138 | 100% |
| restaurant-reservation-system | Beginner | 10 | 0 | 2 | 584 | 100% |
| saas-application | Intermediate | 10 | 0 | 1 | 583 | 100% |
| social-media-platform | Beginner | 9 | 1 | 0 | 585 | 90% |
| online-learning-platform | Advanced | 7 | 1 | 3 | 141 | 88% |
| social-media-platform | Intermediate | 6 | 2 | 3 | 141 | 75% |
| saas-application | Beginner | 7 | 0 | 0 | 589 | 100% |
| ai-revenue-ops-copilot | Intermediate | 6 | 1 | 6 | 572 | 86% |
| ai-support-agent-platform | Beginner | 5 | 2 | 21 | 560 | 71% |
| blog-platform-cms | Advanced | 5 | 2 | 1 | 585 | 71% |
| ai-support-agent-platform | Intermediate | 6 | 0 | 4 | 584 | 100% |
| job-board | Advanced | 6 | 0 | 5 | 160 | 100% |
| online-learning-platform | Beginner | 6 | 0 | 13 | 151 | 100% |
| chat-application | Advanced | 5 | 1 | 5 | 141 | 83% |
| multi-tenant-crm | Advanced | 3 | 3 | 5 | 159 | 50% |
| fitness-tracking-app | Advanced | 1 | 5 | 0 | 165 | 17% |
| job-board | Intermediate | 5 | 0 | 0 | 591 | 100% |
| chat-application | Beginner | 4 | 0 | 17 | 569 | 100% |
| job-board | Beginner | 4 | 0 | 9 | 158 | 100% |
| saas-application | Beginner | 4 | 0 | 4 | 160 | 100% |
| ai-agent-application | Advanced | 2 | 2 | 4 | 168 | 50% |
| chat-application | Intermediate | 3 | 0 | 3 | 590 | 100% |
| ecommerce-store | Beginner | 3 | 0 | 152 | 439 | 100% |
| fitness-tracking-app | Intermediate | 3 | 0 | 0 | 593 | 100% |
| real-estate-website | Intermediate | 3 | 0 | 0 | 592 | 100% |
| social-media-platform | Beginner | 3 | 0 | 2 | 166 | 100% |
| ecommerce-store | Advanced | 2 | 1 | 1 | 148 | 67% |
| saas-application | Advanced | 2 | 1 | 14 | 153 | 67% |
| ecommerce-store | Intermediate | 2 | 0 | 89 | 503 | 100% |
| job-board | Intermediate | 2 | 0 | 4 | 146 | 100% |
| multi-tenant-crm | Beginner | 2 | 0 | 12 | 151 | 100% |
| multi-tenant-crm | Intermediate | 2 | 0 | 2 | 148 | 100% |
| online-learning-platform | Intermediate | 2 | 0 | 5 | 145 | 100% |
| url-shortener | Intermediate | 2 | 0 | 0 | 593 | 100% |
| url-shortener | Beginner | 2 | 0 | 13 | 581 | 100% |
| real-estate-website | Advanced | 1 | 1 | 0 | 168 | 50% |
| chat-application | Intermediate | 1 | 0 | 0 | 169 | 100% |
| chat-application | Beginner | 1 | 0 | 3 | 163 | 100% |
| full-stack-web-app | Advanced | 1 | 0 | 1 | 176 | 100% |
| real-estate-website | Beginner | 1 | 0 | 10 | 584 | 100% |
| restaurant-reservation-system | Intermediate | 1 | 0 | 0 | 170 | 100% |
| restaurant-reservation-system | Beginner | 1 | 0 | 0 | 151 | 100% |
| saas-application | Intermediate | 1 | 0 | 0 | 170 | 100% |
| ai-agent-application | Beginner | 0 | 0 | 2 | 176 | n/a |
| ai-agent-application | Intermediate | 0 | 0 | 1 | 177 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 196 | 399 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 23 | 129 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 82 | 514 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 61 | 108 | n/a |
| blog-platform-cms | Advanced | 0 | 0 | 4 | 165 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 53 | 98 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 5 | 164 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 0 | 596 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 0 | 152 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 1 | 169 | n/a |
| full-stack-web-app | Beginner | 0 | 0 | 0 | 178 | n/a |
| full-stack-web-app | Intermediate | 0 | 0 | 0 | 178 | n/a |
| project-management-tool | Beginner | 0 | 0 | 0 | 594 | n/a |
| project-management-tool | Advanced | 0 | 0 | 1 | 150 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 0 | 152 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 1 | 591 | n/a |
| project-management-tool | Beginner | 0 | 0 | 6 | 146 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 1 | 151 | n/a |
| real-estate-website | Beginner | 0 | 0 | 14 | 138 | n/a |
| url-shortener | Beginner | 0 | 0 | 0 | 152 | n/a |
| url-shortener | Intermediate | 0 | 0 | 0 | 152 | n/a |
| url-shortener | Advanced | 0 | 0 | 1 | 151 | n/a |
