| Metric | Value |
|---|---|
| Amazon RDS wins | 115 |
| Firestore wins | 197 |
| Abstains (no tool) | 214 |
| Other tool chosen | 6276 |
| Decisive cases | 312 |
| Amazon RDS win rate (unweighted) | 36.9% |
| 95% CI | 31.7% - 42.3% |
| Amazon RDS win rate (weighted) | 36.9% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Amazon RDS | Firestore | None | Other | A rate |
|---|---|---|---|---|---|---|
| Devstral 2 2512 | Mid | 0 | 66 | 48 | 244 | 0% |
| DeepSeek R1 0528 | Frontier | 29 | 23 | 15 | 292 | 56% |
| MiMo V2 Pro | Frontier | 19 | 29 | 6 | 305 | 40% |
| Mistral Small 4 | Mid | 14 | 17 | 0 | 321 | 45% |
| GPT 5.3 Codex | Frontier | 27 | 1 | 1 | 331 | 96% |
| Gemini 2.5 Flash | Small | 4 | 11 | 24 | 321 | 27% |
| MiniMax M2.7 | Frontier | 4 | 10 | 9 | 336 | 29% |
| Qwen3 Coder Next | Mid | 2 | 11 | 8 | 337 | 15% |
| Claude Haiku 4.5 | Small | 3 | 7 | 0 | 348 | 30% |
| GPT 5.4 | Frontier | 5 | 3 | 4 | 347 | 63% |
| Llama 4 Scout | Small | 0 | 6 | 2 | 349 | 0% |
| Gemini 2.5 Pro | Frontier | 4 | 1 | 13 | 342 | 80% |
| GPT 5.4 Mini | Mid | 1 | 4 | 2 | 351 | 20% |
| Claude Opus 4.6 | Frontier | 0 | 4 | 11 | 344 | 0% |
| Claude Sonnet 4.6 | Frontier | 0 | 4 | 0 | 356 | 0% |
| DeepSeek V3.2 | Mid | 1 | 0 | 24 | 335 | 100% |
| Kimi K2.5 | Frontier | 1 | 0 | 8 | 341 | 100% |
| Llama 4 Maverick | Frontier | 1 | 0 | 27 | 328 | 100% |
| GLM 5 Turbo | Frontier | 0 | 0 | 12 | 348 | n/a |
| Prompt | Tier | Amazon RDS | Firestore | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Beginner | 0 | 36 | 0 | 116 | 0% |
| social-media-platform | Intermediate | 4 | 16 | 0 | 128 | 20% |
| social-media-platform | Beginner | 1 | 18 | 0 | 133 | 5% |
| chat-application | Beginner | 0 | 17 | 4 | 129 | 0% |
| job-board | Advanced | 16 | 0 | 0 | 136 | 100% |
| restaurant-reservation-system | Advanced | 13 | 2 | 0 | 137 | 87% |
| chat-application | Intermediate | 0 | 14 | 2 | 136 | 0% |
| restaurant-reservation-system | Intermediate | 5 | 8 | 0 | 139 | 38% |
| project-management-tool | Beginner | 0 | 13 | 0 | 139 | 0% |
| ai-support-agent-platform | Advanced | 9 | 3 | 2 | 137 | 75% |
| project-management-tool | Intermediate | 0 | 12 | 1 | 139 | 0% |
| social-media-platform | Advanced | 3 | 8 | 1 | 140 | 27% |
| fitness-tracking-app | Advanced | 0 | 11 | 0 | 140 | 0% |
| real-estate-website | Beginner | 1 | 9 | 5 | 137 | 10% |
| online-learning-platform | Advanced | 9 | 0 | 0 | 143 | 100% |
| real-estate-website | Intermediate | 2 | 7 | 0 | 143 | 22% |
| fitness-tracking-app | Intermediate | 0 | 9 | 0 | 143 | 0% |
| project-management-tool | Advanced | 1 | 6 | 1 | 143 | 14% |
| multi-tenant-crm | Intermediate | 6 | 0 | 0 | 143 | 100% |
| saas-application | Advanced | 6 | 0 | 1 | 144 | 100% |
| job-board | Beginner | 5 | 0 | 0 | 146 | 100% |
| multi-tenant-crm | Beginner | 5 | 0 | 14 | 130 | 100% |
| saas-application | Intermediate | 5 | 0 | 0 | 147 | 100% |
| online-learning-platform | Intermediate | 4 | 0 | 8 | 140 | 100% |
| online-learning-platform | Beginner | 3 | 1 | 9 | 139 | 75% |
| chat-application | Advanced | 1 | 3 | 1 | 147 | 25% |
| ai-support-agent-platform | Beginner | 3 | 0 | 5 | 143 | 100% |
| real-estate-website | Advanced | 3 | 0 | 0 | 149 | 100% |
| job-board | Intermediate | 2 | 1 | 0 | 149 | 67% |
| restaurant-reservation-system | Beginner | 2 | 0 | 0 | 150 | 100% |
| saas-application | Beginner | 2 | 0 | 0 | 150 | 100% |
| ai-revenue-ops-copilot | Beginner | 1 | 1 | 0 | 144 | 50% |
| ai-revenue-ops-copilot | Intermediate | 1 | 0 | 0 | 148 | 100% |
| ai-support-agent-platform | Intermediate | 1 | 0 | 2 | 149 | 100% |
| url-shortener | Advanced | 1 | 0 | 0 | 150 | 100% |
| url-shortener | Intermediate | 0 | 1 | 0 | 149 | 0% |
| url-shortener | Beginner | 0 | 1 | 2 | 149 | 0% |
| ai-revenue-ops-copilot | Advanced | 0 | 0 | 3 | 143 | n/a |
| blog-platform-cms | Advanced | 0 | 0 | 0 | 152 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 58 | 94 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 22 | 130 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 27 | 125 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 45 | 105 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 0 | 152 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 1 | 151 | n/a |
