Leading: Google BigQuery (52.9%)
| Metric | Value |
|---|---|
| SQLite wins | 8 |
| Google BigQuery wins | 9 |
| Abstains (no tool) | 505 |
| Other tool chosen | 16482 |
| Decisive cases | 17 |
| SQLite win rate (unweighted) | 47.1% |
| 95% CI | 26.2% - 69.0% |
| SQLite win rate (weighted) | 47.1% |
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| Model | Tier | SQLite | Google BigQuery | None | Other | A rate |
|---|---|---|---|---|---|---|
| Llama 4 Maverick | Frontier | 5 | 8 | 67 | 813 | 38% |
| MiniMax M2.7 | Frontier | 2 | 0 | 18 | 873 | 100% |
| MiMo V2 Pro | Frontier | 1 | 1 | 18 | 879 | 50% |
| Claude Haiku 4.5 | Small | 0 | 0 | 0 | 889 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 25 | 873 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 900 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 26 | 871 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 62 | 836 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 113 | 787 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 56 | 842 | n/a |
| Gemini 2.5 Pro | Frontier | 0 | 0 | 35 | 864 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 30 | 870 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 3 | 896 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 7 | 891 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 9 | 889 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 15 | 861 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 9 | 887 | n/a |
| Mistral Small 4 | Mid | 0 | 0 | 3 | 875 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 9 | 886 | n/a |
| Prompt | Tier | SQLite | Google BigQuery | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-revenue-ops-copilot | Beginner | 0 | 9 | 0 | 359 | 0% |
| blog-platform-cms | Beginner | 8 | 0 | 128 | 243 | 100% |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 3 | 369 | n/a |
| ai-revenue-ops-copilot | Advanced | 0 | 0 | 5 | 359 | n/a |
| ai-support-agent-platform | Beginner | 0 | 0 | 13 | 361 | n/a |
| ai-support-agent-platform | Intermediate | 0 | 0 | 4 | 374 | n/a |
| ai-support-agent-platform | Advanced | 0 | 0 | 2 | 372 | n/a |
| blog-platform-cms | Advanced | 0 | 0 | 1 | 379 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 49 | 331 | n/a |
| chat-application | Intermediate | 0 | 0 | 2 | 378 | n/a |
| chat-application | Advanced | 0 | 0 | 1 | 379 | n/a |
| chat-application | Beginner | 0 | 0 | 12 | 364 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 68 | 312 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 108 | 270 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 1 | 379 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 0 | 379 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 0 | 380 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 1 | 376 | n/a |
| job-board | Beginner | 0 | 0 | 0 | 380 | n/a |
| job-board | Intermediate | 0 | 0 | 0 | 380 | n/a |
| job-board | Advanced | 0 | 0 | 0 | 379 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 31 | 342 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 2 | 378 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 1 | 375 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 2 | 378 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 15 | 365 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 23 | 357 | n/a |
| project-management-tool | Beginner | 0 | 0 | 0 | 380 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 1 | 377 | n/a |
| project-management-tool | Advanced | 0 | 0 | 2 | 377 | n/a |
| real-estate-website | Beginner | 0 | 0 | 10 | 370 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 0 | 378 | n/a |
| real-estate-website | Advanced | 0 | 0 | 2 | 378 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 1 | 379 | n/a |
| restaurant-reservation-system | Intermediate | 0 | 0 | 0 | 380 | n/a |
| restaurant-reservation-system | Advanced | 0 | 0 | 2 | 378 | n/a |
| saas-application | Beginner | 0 | 0 | 0 | 380 | n/a |
| saas-application | Intermediate | 0 | 0 | 0 | 378 | n/a |
| saas-application | Advanced | 0 | 0 | 2 | 374 | n/a |
| social-media-platform | Beginner | 0 | 0 | 0 | 380 | n/a |
| social-media-platform | Advanced | 0 | 0 | 3 | 376 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 0 | 373 | n/a |
| url-shortener | Beginner | 0 | 0 | 10 | 370 | n/a |
| url-shortener | Advanced | 0 | 0 | 0 | 377 | n/a |
| url-shortener | Intermediate | 0 | 0 | 0 | 379 | n/a |