| Metric | Value |
|---|---|
| Elasticsearch wins | 1706 |
| Algolia wins | 6023 |
| Abstains (no tool) | 194 |
| Other tool chosen | 1338 |
| Decisive cases | 7729 |
| Elasticsearch win rate (unweighted) | 22.1% |
| 95% CI | 21.2% - 23.0% |
| Elasticsearch win rate (weighted) | 22.1% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Elasticsearch | Algolia | None | Other | A rate |
|---|---|---|---|---|---|---|
| Llama 4 Scout | Small | 346 | 134 | 1 | 7 | 72% |
| Llama 4 Maverick | Frontier | 195 | 275 | 1 | 18 | 41% |
| DeepSeek R1 0528 | Frontier | 36 | 415 | 8 | 30 | 8% |
| MiMo V2 Pro | Frontier | 159 | 284 | 13 | 14 | 36% |
| GPT 5.4 Mini | Mid | 60 | 372 | 4 | 47 | 14% |
| GPT 5.4 | Frontier | 105 | 315 | 1 | 50 | 25% |
| Claude Sonnet 4.6 | Frontier | 38 | 376 | 0 | 75 | 9% |
| Claude Haiku 4.5 | Small | 226 | 186 | 3 | 53 | 55% |
| Gemini 2.5 Pro | Frontier | 0 | 412 | 12 | 63 | 0% |
| Kimi K2.5 | Frontier | 7 | 404 | 5 | 51 | 2% |
| Mistral Small 4 | Mid | 42 | 358 | 0 | 85 | 11% |
| DeepSeek V3.2 | Mid | 7 | 387 | 9 | 68 | 2% |
| Devstral 2 2512 | Mid | 62 | 324 | 1 | 100 | 16% |
| Gemini 2.5 Flash | Small | 92 | 283 | 49 | 47 | 25% |
| MiniMax M2.7 | Frontier | 67 | 291 | 18 | 91 | 19% |
| Qwen3 Coder Next | Mid | 99 | 250 | 7 | 131 | 28% |
| GPT 5.3 Codex | Frontier | 3 | 334 | 2 | 150 | 1% |
| Claude Opus 4.6 | Frontier | 145 | 184 | 27 | 115 | 44% |
| GLM 5 Turbo | Frontier | 7 | 319 | 30 | 115 | 2% |
| MiMo V2.5 Pro | Frontier | 4 | 12 | 0 | 2 | 25% |
| Claude Opus 4.8 | Frontier | 3 | 13 | 0 | 2 | 19% |
| DeepSeek V4 Pro | Frontier | 1 | 15 | 0 | 2 | 6% |
| Gemini 3.5 Flash | Small | 1 | 14 | 1 | 2 | 7% |
| MiniMax M3 | Frontier | 0 | 15 | 0 | 3 | 0% |
| Kimi K2.7 Code | Frontier | 0 | 14 | 0 | 3 | 0% |
| GLM 5.2 | Frontier | 1 | 12 | 1 | 4 | 8% |
| GPT 5.5 | Frontier | 0 | 13 | 1 | 4 | 0% |
| DeepSeek V4 Flash | Mid | 0 | 12 | 0 | 6 | 0% |
| Prompt | Tier | Elasticsearch | Algolia | None | Other | A rate |
|---|---|---|---|---|---|---|
| documentation-site | Advanced | 18 | 415 | 0 | 3 | 4% |
| blog-platform-cms | Intermediate | 41 | 385 | 1 | 10 | 10% |
| documentation-site | Intermediate | 14 | 410 | 12 | 1 | 3% |
| job-board | Beginner | 44 | 379 | 1 | 12 | 10% |
| documentation-site | Beginner | 0 | 419 | 10 | 7 | 0% |
| social-media-platform | Intermediate | 92 | 326 | 0 | 20 | 22% |
| social-media-platform | Beginner | 88 | 329 | 6 | 15 | 21% |
| job-board | Advanced | 243 | 163 | 0 | 32 | 60% |
| job-board | Intermediate | 75 | 314 | 0 | 49 | 19% |
| ecommerce-store | Intermediate | 47 | 342 | 20 | 29 | 12% |
| ecommerce-store | Advanced | 156 | 229 | 2 | 51 | 41% |
| blog-platform-cms | Advanced | 106 | 265 | 3 | 62 | 29% |
| blog-platform-cms | Beginner | 0 | 362 | 57 | 17 | 0% |
| ecommerce-store | Beginner | 6 | 347 | 29 | 55 | 2% |
| social-media-platform | Advanced | 193 | 159 | 5 | 81 | 55% |
| ai-support-agent-platform | Beginner | 22 | 180 | 9 | 221 | 11% |
| ai-support-agent-platform | Advanced | 149 | 25 | 3 | 241 | 86% |
| ai-support-agent-platform | Intermediate | 64 | 88 | 5 | 274 | 42% |
| documentation-site | Intermediate | 1 | 92 | 2 | 0 | 1% |
| ecommerce-store | Intermediate | 20 | 70 | 0 | 5 | 22% |
| job-board | Beginner | 14 | 76 | 0 | 5 | 16% |
| documentation-site | Advanced | 11 | 79 | 0 | 5 | 12% |
| documentation-site | Beginner | 0 | 87 | 2 | 5 | 0% |
| job-board | Advanced | 60 | 26 | 0 | 9 | 70% |
| ecommerce-store | Advanced | 44 | 42 | 0 | 9 | 51% |
| social-media-platform | Beginner | 15 | 69 | 3 | 8 | 18% |
| social-media-platform | Intermediate | 29 | 54 | 0 | 12 | 35% |
| job-board | Intermediate | 35 | 47 | 1 | 12 | 43% |
| social-media-platform | Advanced | 64 | 15 | 0 | 16 | 81% |
| blog-platform-cms | Beginner | 0 | 77 | 12 | 6 | 0% |
| blog-platform-cms | Advanced | 44 | 28 | 0 | 23 | 61% |
| blog-platform-cms | Intermediate | 9 | 63 | 0 | 23 | 13% |
| ecommerce-store | Beginner | 2 | 61 | 11 | 20 | 3% |
