| Metric | Value |
|---|---|
| Algolia wins | 8538 |
| Elasticsearch wins | 2330 |
| Abstains (no tool) | 284 |
| Other tool chosen | 1955 |
| Decisive cases | 10868 |
| Algolia win rate (unweighted) | 78.6% |
| 95% CI | 77.8% - 79.3% |
| Algolia win rate (weighted) | 78.6% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Algolia | Elasticsearch | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 531 | 22 | 13 | 120 | 96% |
| DeepSeek Pro 4–4 0813 | Frontier | 111 | 16 | 7 | 28 | 87% |
| DeepSeek R1 | Frontier | 587 | 49 | 12 | 39 | 92% |
| Devstral | Mid | 430 | 87 | 2 | 128 | 83% |
| Gemini Flash 2.5–3.8 | Small | 441 | 116 | 63 | 67 | 79% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 580 | 1 | 17 | 87 | 100% |
| GLM 5 Turbo–5.3 | Frontier | 461 | 11 | 38 | 177 | 98% |
| GPT 5.4–6 Astra | Frontier | 451 | 110 | 11 | 115 | 80% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 460 | 4 | 8 | 214 | 99% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 514 | 82 | 14 | 69 | 86% |
| Haiku | Small | 256 | 320 | 6 | 81 | 44% |
| Kimi 2.5–3 | Frontier | 583 | 17 | 7 | 72 | 97% |
| Llama Maverick | Frontier | 374 | 281 | 5 | 27 | 57% |
| Llama Scout | Small | 184 | 484 | 2 | 13 | 28% |
| MiMo Pro 2–2.6 | Frontier | 440 | 197 | 16 | 30 | 69% |
| MiniMax M 2.7–3 | Frontier | 456 | 72 | 20 | 133 | 86% |
| Mistral Small | Mid | 499 | 64 | 0 | 119 | 89% |
| Opus 4.6–5.5 | Frontier | 304 | 195 | 31 | 157 | 61% |
| Qwen Coder | Mid | 360 | 139 | 7 | 176 | 72% |
| Sonnet 4.6–5.5 | Frontier | 516 | 63 | 5 | 103 | 89% |
| Prompt | Tier | Algolia | Elasticsearch | None | Other | A rate |
|---|---|---|---|---|---|---|
| documentation-site | Advanced | 562 | 27 | 1 | 4 | 95% |
| documentation-site | Intermediate | 557 | 19 | 18 | 1 | 97% |
| documentation-site | Beginner | 572 | 0 | 11 | 11 | 100% |
| blog-platform-cms | Intermediate | 522 | 50 | 6 | 17 | 91% |
| job-board | Beginner | 512 | 59 | 3 | 20 | 90% |
| social-media-platform | Beginner | 457 | 114 | 8 | 17 | 80% |
| social-media-platform | Intermediate | 452 | 116 | 1 | 26 | 80% |
| job-board | Intermediate | 445 | 98 | 3 | 50 | 82% |
| ecommerce-store | Intermediate | 482 | 59 | 20 | 35 | 89% |
| job-board | Advanced | 231 | 310 | 1 | 54 | 43% |
| ecommerce-store | Advanced | 330 | 199 | 3 | 64 | 62% |
| blog-platform-cms | Advanced | 363 | 137 | 4 | 90 | 73% |
| blog-platform-cms | Beginner | 494 | 0 | 80 | 20 | 100% |
| ecommerce-store | Beginner | 481 | 8 | 32 | 74 | 98% |
| social-media-platform | Advanced | 206 | 267 | 7 | 115 | 44% |
| ai-support-agent-platform | Beginner | 256 | 27 | 12 | 293 | 90% |
| ai-support-agent-platform | Advanced | 30 | 187 | 4 | 349 | 14% |
| ai-support-agent-platform | Intermediate | 109 | 81 | 9 | 390 | 57% |
| documentation-site | Intermediate | 159 | 3 | 2 | 3 | 98% |
| documentation-site | Advanced | 140 | 20 | 0 | 10 | 88% |
| job-board | Beginner | 134 | 22 | 2 | 13 | 86% |
| ecommerce-store | Intermediate | 121 | 32 | 1 | 15 | 79% |
| job-board | Advanced | 48 | 100 | 1 | 22 | 32% |
| social-media-platform | Beginner | 115 | 28 | 7 | 21 | 80% |
| documentation-site | Beginner | 139 | 0 | 2 | 9 | 100% |
| ecommerce-store | Advanced | 66 | 68 | 0 | 18 | 49% |
| social-media-platform | Advanced | 22 | 111 | 1 | 36 | 17% |
| blog-platform-cms | Beginner | 132 | 0 | 22 | 15 | 100% |
| job-board | Intermediate | 74 | 55 | 3 | 20 | 57% |
| social-media-platform | Intermediate | 82 | 44 | 1 | 25 | 65% |
| blog-platform-cms | Advanced | 46 | 74 | 0 | 48 | 38% |
| blog-platform-cms | Intermediate | 97 | 13 | 0 | 42 | 88% |
| ecommerce-store | Beginner | 102 | 2 | 19 | 28 | 98% |
