| Metric | Value |
|---|---|
| pgvector wins | 8 |
| DocSearch wins | 8 |
| Abstains (no tool) | 194 |
| Other tool chosen | 9051 |
| Decisive cases | 16 |
| pgvector win rate (unweighted) | 50.0% |
| 95% CI | 28.0% - 72.0% |
| pgvector win rate (weighted) | 50.0% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | pgvector | DocSearch | None | Other | A rate |
|---|---|---|---|---|---|---|
| Qwen3 Coder Next | Mid | 0 | 8 | 7 | 472 | 0% |
| MiniMax M2.7 | Frontier | 7 | 0 | 18 | 442 | 100% |
| Mistral Small 4 | Mid | 1 | 0 | 0 | 484 | 100% |
| Claude Haiku 4.5 | Small | 0 | 0 | 3 | 465 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 27 | 444 | n/a |
| Claude Opus 4.8 | Frontier | 0 | 0 | 0 | 18 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 489 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 8 | 481 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 9 | 462 | n/a |
| DeepSeek V4 Flash | Mid | 0 | 0 | 0 | 18 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 0 | 18 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 1 | 486 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 49 | 422 | n/a |
| Gemini 2.5 Pro | Frontier | 0 | 0 | 12 | 475 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 1 | 17 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 30 | 441 | n/a |
| GLM 5.2 | Frontier | 0 | 0 | 1 | 17 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 2 | 487 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 1 | 470 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 4 | 479 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 1 | 17 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 5 | 462 | n/a |
| Kimi K2.7 Code | Frontier | 0 | 0 | 0 | 17 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 1 | 488 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 1 | 487 | n/a |
| MiMo V2 Pro | Frontier | 0 | 0 | 13 | 457 | n/a |
| MiMo V2.5 Pro | Frontier | 0 | 0 | 0 | 18 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 0 | 18 | n/a |
| Prompt | Tier | pgvector | DocSearch | None | Other | A rate |
|---|---|---|---|---|---|---|
| documentation-site | Beginner | 0 | 5 | 2 | 87 | 0% |
| ai-support-agent-platform | Intermediate | 4 | 0 | 5 | 422 | 100% |
| ai-support-agent-platform | Beginner | 2 | 0 | 9 | 421 | 100% |
| ai-support-agent-platform | Advanced | 2 | 0 | 3 | 413 | 100% |
| documentation-site | Beginner | 0 | 2 | 10 | 424 | 0% |
| documentation-site | Intermediate | 0 | 1 | 12 | 424 | 0% |
| blog-platform-cms | Beginner | 0 | 0 | 12 | 83 | n/a |
| blog-platform-cms | Advanced | 0 | 0 | 0 | 95 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 0 | 95 | n/a |
| blog-platform-cms | Advanced | 0 | 0 | 3 | 433 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 57 | 379 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 1 | 436 | n/a |
| documentation-site | Intermediate | 0 | 0 | 2 | 93 | n/a |
| documentation-site | Advanced | 0 | 0 | 0 | 95 | n/a |
| documentation-site | Advanced | 0 | 0 | 0 | 436 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 0 | 95 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 0 | 95 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 11 | 83 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 20 | 418 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 29 | 408 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 2 | 436 | n/a |
| job-board | Intermediate | 0 | 0 | 1 | 94 | n/a |
| job-board | Advanced | 0 | 0 | 0 | 95 | n/a |
| job-board | Beginner | 0 | 0 | 0 | 95 | n/a |
| job-board | Beginner | 0 | 0 | 1 | 435 | n/a |
| job-board | Intermediate | 0 | 0 | 0 | 438 | n/a |
| job-board | Advanced | 0 | 0 | 0 | 438 | n/a |
| social-media-platform | Beginner | 0 | 0 | 3 | 92 | n/a |
| social-media-platform | Advanced | 0 | 0 | 0 | 95 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 0 | 95 | n/a |
| social-media-platform | Beginner | 0 | 0 | 6 | 432 | n/a |
| social-media-platform | Advanced | 0 | 0 | 5 | 433 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 0 | 438 | n/a |
