| Metric | Value |
|---|---|
| Elasticsearch wins | 2330 |
| Algolia wins | 8538 |
| Abstains (no tool) | 284 |
| Other tool chosen | 1955 |
| Decisive cases | 10868 |
| Elasticsearch win rate (unweighted) | 21.4% |
| 95% CI | 20.7% - 22.2% |
| Elasticsearch win rate (weighted) | 21.4% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Elasticsearch | Algolia | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 22 | 531 | 13 | 120 | 4% |
| DeepSeek Pro 4–4 0813 | Frontier | 16 | 111 | 7 | 28 | 13% |
| DeepSeek R1 | Frontier | 49 | 587 | 12 | 39 | 8% |
| Devstral | Mid | 87 | 430 | 2 | 128 | 17% |
| Gemini Flash 2.5–3.8 | Small | 116 | 441 | 63 | 67 | 21% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 1 | 580 | 17 | 87 | 0% |
| GLM 5 Turbo–5.3 | Frontier | 11 | 461 | 38 | 177 | 2% |
| GPT 5.4–6 Astra | Frontier | 110 | 451 | 11 | 115 | 20% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 4 | 460 | 8 | 214 | 1% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 82 | 514 | 14 | 69 | 14% |
| Haiku | Small | 320 | 256 | 6 | 81 | 56% |
| Kimi 2.5–3 | Frontier | 17 | 583 | 7 | 72 | 3% |
| Llama Maverick | Frontier | 281 | 374 | 5 | 27 | 43% |
| Llama Scout | Small | 484 | 184 | 2 | 13 | 72% |
| MiMo Pro 2–2.6 | Frontier | 197 | 440 | 16 | 30 | 31% |
| MiniMax M 2.7–3 | Frontier | 72 | 456 | 20 | 133 | 14% |
| Mistral Small | Mid | 64 | 499 | 0 | 119 | 11% |
| Opus 4.6–5.5 | Frontier | 195 | 304 | 31 | 157 | 39% |
| Qwen Coder | Mid | 139 | 360 | 7 | 176 | 28% |
| Sonnet 4.6–5.5 | Frontier | 63 | 516 | 5 | 103 | 11% |
| Prompt | Tier | Elasticsearch | Algolia | None | Other | A rate |
|---|---|---|---|---|---|---|
| documentation-site | Advanced | 27 | 562 | 1 | 4 | 5% |
| documentation-site | Intermediate | 19 | 557 | 18 | 1 | 3% |
| blog-platform-cms | Intermediate | 50 | 522 | 6 | 17 | 9% |
| documentation-site | Beginner | 0 | 572 | 11 | 11 | 0% |
| social-media-platform | Beginner | 114 | 457 | 8 | 17 | 20% |
| job-board | Beginner | 59 | 512 | 3 | 20 | 10% |
| social-media-platform | Intermediate | 116 | 452 | 1 | 26 | 20% |
| job-board | Intermediate | 98 | 445 | 3 | 50 | 18% |
| job-board | Advanced | 310 | 231 | 1 | 54 | 57% |
| ecommerce-store | Intermediate | 59 | 482 | 20 | 35 | 11% |
| ecommerce-store | Advanced | 199 | 330 | 3 | 64 | 38% |
| blog-platform-cms | Advanced | 137 | 363 | 4 | 90 | 27% |
| blog-platform-cms | Beginner | 0 | 494 | 80 | 20 | 0% |
| ecommerce-store | Beginner | 8 | 481 | 32 | 74 | 2% |
| social-media-platform | Advanced | 267 | 206 | 7 | 115 | 56% |
| ai-support-agent-platform | Beginner | 27 | 256 | 12 | 293 | 10% |
| ai-support-agent-platform | Advanced | 187 | 30 | 4 | 349 | 86% |
| ai-support-agent-platform | Intermediate | 81 | 109 | 9 | 390 | 43% |
| documentation-site | Intermediate | 3 | 159 | 2 | 3 | 2% |
| documentation-site | Advanced | 20 | 140 | 0 | 10 | 13% |
| job-board | Beginner | 22 | 134 | 2 | 13 | 14% |
| ecommerce-store | Intermediate | 32 | 121 | 1 | 15 | 21% |
| job-board | Advanced | 100 | 48 | 1 | 22 | 68% |
| social-media-platform | Beginner | 28 | 115 | 7 | 21 | 20% |
| documentation-site | Beginner | 0 | 139 | 2 | 9 | 0% |
| ecommerce-store | Advanced | 68 | 66 | 0 | 18 | 51% |
| social-media-platform | Advanced | 111 | 22 | 1 | 36 | 83% |
| blog-platform-cms | Beginner | 0 | 132 | 22 | 15 | 0% |
| job-board | Intermediate | 55 | 74 | 3 | 20 | 43% |
| social-media-platform | Intermediate | 44 | 82 | 1 | 25 | 35% |
| blog-platform-cms | Advanced | 74 | 46 | 0 | 48 | 62% |
| blog-platform-cms | Intermediate | 13 | 97 | 0 | 42 | 12% |
| ecommerce-store | Beginner | 2 | 102 | 19 | 28 | 2% |
