| Metric | Value |
|---|---|
| Elasticsearch wins | 1611 |
| Algolia wins | 6357 |
| Abstains (no tool) | 186 |
| Other tool chosen | 1456 |
| Decisive cases | 7968 |
| Elasticsearch win rate (unweighted) | 20.2% |
| 95% CI | 19.4% - 21.1% |
| Elasticsearch win rate (weighted) | 20.2% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Elasticsearch | Algolia | None | Other | A rate |
|---|---|---|---|---|---|---|
| Llama 4 Scout | Small | 355 | 137 | 1 | 9 | 72% |
| Llama 4 Maverick | Frontier | 196 | 290 | 2 | 16 | 40% |
| DeepSeek R1 0528 | Frontier | 31 | 428 | 10 | 35 | 7% |
| GPT 5.4 Mini | Mid | 57 | 391 | 5 | 45 | 13% |
| Claude Sonnet 4.6 | Frontier | 31 | 387 | 0 | 86 | 7% |
| Claude Haiku 4.5 | Small | 213 | 203 | 0 | 65 | 51% |
| Gemini 2.5 Pro | Frontier | 0 | 414 | 12 | 77 | 0% |
| Mistral Small 4 | Mid | 29 | 377 | 0 | 93 | 7% |
| Devstral 2 2512 | Mid | 57 | 315 | 1 | 110 | 15% |
| MiMo V2 Pro | Frontier | 139 | 232 | 13 | 11 | 37% |
| Qwen3 Coder Next | Mid | 97 | 273 | 5 | 127 | 26% |
| GPT 5.4 | Frontier | 90 | 269 | 0 | 37 | 25% |
| GPT 5.3 Codex | Frontier | 3 | 340 | 1 | 159 | 1% |
| Kimi K2.5 | Frontier | 2 | 340 | 4 | 46 | 1% |
| DeepSeek V3.2 | Mid | 6 | 324 | 8 | 58 | 2% |
| Gemini 2.5 Flash | Small | 68 | 239 | 42 | 47 | 22% |
| MiniMax M2.7 | Frontier | 54 | 245 | 13 | 80 | 18% |
| Claude Opus 4.6 | Frontier | 112 | 165 | 22 | 97 | 40% |
| GLM 5 Turbo | Frontier | 2 | 273 | 28 | 93 | 1% |
| Claude Opus 4.8 | Frontier | 26 | 69 | 0 | 13 | 27% |
| MiMo V2.5 Pro | Frontier | 15 | 79 | 2 | 11 | 16% |
| Gemini 3.5 Flash | Small | 6 | 87 | 4 | 11 | 6% |
| Kimi K2.7 Code | Frontier | 6 | 87 | 1 | 12 | 6% |
| MiniMax M3 | Frontier | 0 | 90 | 0 | 18 | 0% |
| DeepSeek V4 Pro | Frontier | 9 | 77 | 5 | 17 | 10% |
| GLM 5.2 | Frontier | 2 | 82 | 2 | 22 | 2% |
| GPT 5.5 | Frontier | 0 | 76 | 2 | 30 | 0% |
| DeepSeek V4 Flash | Mid | 5 | 68 | 3 | 31 | 7% |
| Prompt | Tier | Elasticsearch | Algolia | None | Other | A rate |
|---|---|---|---|---|---|---|
| documentation-site | Advanced | 25 | 507 | 0 | 3 | 5% |
| blog-platform-cms | Intermediate | 49 | 472 | 2 | 13 | 9% |
| documentation-site | Intermediate | 16 | 503 | 16 | 1 | 3% |
| job-board | Beginner | 54 | 463 | 1 | 17 | 10% |
| documentation-site | Beginner | 0 | 517 | 10 | 8 | 0% |
| social-media-platform | Beginner | 105 | 409 | 6 | 17 | 20% |
| social-media-platform | Intermediate | 108 | 403 | 1 | 24 | 21% |
| job-board | Advanced | 286 | 207 | 1 | 43 | 58% |
| job-board | Intermediate | 89 | 398 | 0 | 50 | 18% |
| ecommerce-store | Intermediate | 56 | 428 | 20 | 33 | 12% |
| ecommerce-store | Advanced | 184 | 292 | 2 | 59 | 39% |
| blog-platform-cms | Advanced | 126 | 328 | 3 | 78 | 28% |
| blog-platform-cms | Beginner | 0 | 447 | 69 | 18 | 0% |
| ecommerce-store | Beginner | 8 | 433 | 30 | 65 | 2% |
| social-media-platform | Advanced | 234 | 195 | 6 | 101 | 55% |
| ai-support-agent-platform | Beginner | 24 | 226 | 10 | 269 | 10% |
| ai-support-agent-platform | Advanced | 172 | 27 | 3 | 311 | 86% |
| ai-support-agent-platform | Intermediate | 75 | 102 | 6 | 346 | 42% |
