| Metric | Value |
|---|---|
| Elasticsearch wins | 1597 |
| Algolia wins | 6371 |
| Abstains (no tool) | 182 |
| Other tool chosen | 1461 |
| Decisive cases | 7968 |
| Elasticsearch win rate (unweighted) | 20.0% |
| 95% CI | 19.2% - 20.9% |
| Elasticsearch win rate (weighted) | 20.0% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Elasticsearch | Algolia | None | Other | A rate |
|---|---|---|---|---|---|---|
| Llama 4 Scout | Small | 352 | 139 | 1 | 10 | 72% |
| Llama 4 Maverick | Frontier | 197 | 288 | 2 | 17 | 41% |
| DeepSeek R1 0528 | Frontier | 30 | 430 | 10 | 34 | 7% |
| GPT 5.4 Mini | Mid | 55 | 391 | 5 | 47 | 12% |
| 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 | 412 | 14 | 77 | 0% |
| Mistral Small 4 | Mid | 29 | 378 | 0 | 92 | 7% |
| Qwen3 Coder Next | Mid | 100 | 273 | 3 | 127 | 27% |
| Devstral 2 2512 | Mid | 54 | 305 | 1 | 105 | 15% |
| MiMo V2 Pro | Frontier | 134 | 220 | 12 | 11 | 38% |
| GPT 5.4 | Frontier | 86 | 257 | 0 | 35 | 25% |
| GPT 5.3 Codex | Frontier | 3 | 340 | 1 | 159 | 1% |
| Kimi K2.5 | Frontier | 2 | 325 | 3 | 44 | 1% |
| DeepSeek V3.2 | Mid | 5 | 309 | 7 | 57 | 2% |
| Gemini 2.5 Flash | Small | 64 | 228 | 41 | 45 | 22% |
| MiniMax M2.7 | Frontier | 51 | 234 | 12 | 77 | 18% |
| Claude Opus 4.6 | Frontier | 109 | 157 | 21 | 91 | 41% |
| GLM 5 Turbo | Frontier | 2 | 261 | 27 | 88 | 1% |
| MiMo V2.5 Pro | Frontier | 19 | 91 | 2 | 13 | 17% |
| Claude Opus 4.8 | Frontier | 30 | 79 | 0 | 17 | 28% |
| Gemini 3.5 Flash | Small | 7 | 101 | 5 | 13 | 6% |
| Kimi K2.7 Code | Frontier | 6 | 102 | 2 | 14 | 6% |
| MiniMax M3 | Frontier | 0 | 104 | 0 | 22 | 0% |
| DeepSeek V4 Pro | Frontier | 11 | 91 | 6 | 18 | 11% |
| GLM 5.2 | Frontier | 2 | 97 | 2 | 25 | 2% |
| GPT 5.5 | Frontier | 0 | 90 | 2 | 34 | 0% |
| DeepSeek V4 Flash | Mid | 5 | 79 | 3 | 38 | 6% |
| Prompt | Tier | Elasticsearch | Algolia | None | Other | A rate |
|---|---|---|---|---|---|---|
| documentation-site | Advanced | 25 | 506 | 1 | 3 | 5% |
| blog-platform-cms | Intermediate | 46 | 474 | 2 | 15 | 9% |
| documentation-site | Intermediate | 16 | 504 | 15 | 1 | 3% |
| job-board | Beginner | 54 | 463 | 1 | 17 | 10% |
| documentation-site | Beginner | 0 | 517 | 10 | 8 | 0% |
| social-media-platform | Beginner | 105 | 410 | 5 | 17 | 20% |
| social-media-platform | Intermediate | 108 | 405 | 1 | 22 | 21% |
| job-board | Advanced | 282 | 211 | 1 | 43 | 57% |
| job-board | Intermediate | 90 | 399 | 0 | 48 | 18% |
| ecommerce-store | Intermediate | 55 | 430 | 19 | 33 | 11% |
| ecommerce-store | Advanced | 183 | 293 | 1 | 60 | 38% |
| blog-platform-cms | Advanced | 123 | 330 | 4 | 78 | 27% |
| blog-platform-cms | Beginner | 0 | 450 | 67 | 17 | 0% |
| ecommerce-store | Beginner | 8 | 434 | 30 | 64 | 2% |
| social-media-platform | Advanced | 235 | 193 | 5 | 103 | 55% |
| ai-support-agent-platform | Beginner | 24 | 226 | 11 | 268 | 10% |
| ai-support-agent-platform | Advanced | 167 | 27 | 3 | 316 | 86% |
| ai-support-agent-platform | Intermediate | 76 | 99 | 6 | 348 | 43% |
