| Metric | Value |
|---|---|
| Meilisearch wins | 174 |
| Pinecone wins | 742 |
| Abstains (no tool) | 186 |
| Other tool chosen | 8508 |
| Decisive cases | 916 |
| Meilisearch win rate (unweighted) | 19.0% |
| 95% CI | 16.6% - 21.7% |
| Meilisearch win rate (weighted) | 19.0% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Meilisearch | Pinecone | None | Other | A rate |
|---|---|---|---|---|---|---|
| Qwen3 Coder Next | Mid | 47 | 76 | 5 | 374 | 38% |
| GLM 5 Turbo | Frontier | 30 | 63 | 28 | 275 | 32% |
| Claude Opus 4.6 | Frontier | 37 | 42 | 22 | 295 | 47% |
| Gemini 2.5 Pro | Frontier | 0 | 73 | 12 | 418 | 0% |
| Mistral Small 4 | Mid | 0 | 65 | 0 | 434 | 0% |
| Claude Haiku 4.5 | Small | 0 | 57 | 0 | 424 | 0% |
| Kimi K2.5 | Frontier | 0 | 45 | 4 | 343 | 0% |
| Gemini 2.5 Flash | Small | 0 | 44 | 42 | 310 | 0% |
| DeepSeek V3.2 | Mid | 0 | 34 | 8 | 354 | 0% |
| MiniMax M2.7 | Frontier | 17 | 14 | 13 | 348 | 55% |
| Claude Sonnet 4.6 | Frontier | 0 | 30 | 0 | 474 | 0% |
| DeepSeek R1 0528 | Frontier | 0 | 30 | 10 | 464 | 0% |
| Devstral 2 2512 | Mid | 0 | 28 | 1 | 454 | 0% |
| GPT 5.3 Codex | Frontier | 0 | 27 | 1 | 475 | 0% |
| DeepSeek V4 Flash | Mid | 15 | 8 | 3 | 81 | 65% |
| GLM 5.2 | Frontier | 3 | 16 | 2 | 87 | 16% |
| MiniMax M3 | Frontier | 6 | 12 | 0 | 90 | 33% |
| DeepSeek V4 Pro | Frontier | 3 | 11 | 5 | 89 | 21% |
| GPT 5.5 | Frontier | 0 | 14 | 2 | 92 | 0% |
| GPT 5.4 | Frontier | 8 | 4 | 0 | 384 | 67% |
| GPT 5.4 Mini | Mid | 7 | 3 | 5 | 483 | 70% |
| Kimi K2.7 Code | Frontier | 0 | 10 | 1 | 95 | 0% |
| MiMo V2.5 Pro | Frontier | 1 | 8 | 2 | 96 | 11% |
| Gemini 3.5 Flash | Small | 0 | 9 | 4 | 95 | 0% |
| Claude Opus 4.8 | Frontier | 0 | 7 | 0 | 101 | 0% |
| Llama 4 Maverick | Frontier | 0 | 7 | 2 | 495 | 0% |
| MiMo V2 Pro | Frontier | 0 | 5 | 13 | 377 | 0% |
| Llama 4 Scout | Small | 0 | 0 | 1 | 501 | n/a |
| Prompt | Tier | Meilisearch | Pinecone | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-support-agent-platform | Intermediate | 3 | 308 | 6 | 212 | 1% |
| ai-support-agent-platform | Advanced | 1 | 228 | 3 | 281 | 0% |
| ai-support-agent-platform | Beginner | 2 | 206 | 10 | 311 | 1% |
| job-board | Intermediate | 47 | 0 | 0 | 490 | 100% |
| social-media-platform | Advanced | 27 | 0 | 6 | 503 | 100% |
| blog-platform-cms | Advanced | 25 | 0 | 3 | 507 | 100% |
| social-media-platform | Intermediate | 22 | 0 | 1 | 513 | 100% |
| social-media-platform | Beginner | 14 | 0 | 6 | 517 | 100% |
| blog-platform-cms | Intermediate | 12 | 0 | 2 | 522 | 100% |
| job-board | Beginner | 8 | 0 | 1 | 526 | 100% |
| job-board | Advanced | 5 | 0 | 1 | 531 | 100% |
| ecommerce-store | Advanced | 4 | 0 | 2 | 531 | 100% |
| blog-platform-cms | Beginner | 2 | 0 | 69 | 463 | 100% |
| ecommerce-store | Intermediate | 2 | 0 | 20 | 515 | 100% |
| documentation-site | Advanced | 0 | 0 | 0 | 535 | n/a |
| documentation-site | Intermediate | 0 | 0 | 16 | 520 | n/a |
| documentation-site | Beginner | 0 | 0 | 10 | 525 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 30 | 506 | n/a |
