| Metric | Value |
|---|---|
| Algolia wins | 6023 |
| Elasticsearch wins | 1706 |
| Abstains (no tool) | 194 |
| Other tool chosen | 1338 |
| Decisive cases | 7729 |
| Algolia win rate (unweighted) | 77.9% |
| 95% CI | 77.0% - 78.8% |
| Algolia win rate (weighted) | 77.9% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Algolia | Elasticsearch | None | Other | A rate |
|---|---|---|---|---|---|---|
| Llama 4 Scout | Small | 134 | 346 | 1 | 7 | 28% |
| Llama 4 Maverick | Frontier | 275 | 195 | 1 | 18 | 59% |
| DeepSeek R1 0528 | Frontier | 415 | 36 | 8 | 30 | 92% |
| MiMo V2 Pro | Frontier | 284 | 159 | 13 | 14 | 64% |
| GPT 5.4 Mini | Mid | 372 | 60 | 4 | 47 | 86% |
| GPT 5.4 | Frontier | 315 | 105 | 1 | 50 | 75% |
| Claude Sonnet 4.6 | Frontier | 376 | 38 | 0 | 75 | 91% |
| Gemini 2.5 Pro | Frontier | 412 | 0 | 12 | 63 | 100% |
| Claude Haiku 4.5 | Small | 186 | 226 | 3 | 53 | 45% |
| Kimi K2.5 | Frontier | 404 | 7 | 5 | 51 | 98% |
| Mistral Small 4 | Mid | 358 | 42 | 0 | 85 | 90% |
| DeepSeek V3.2 | Mid | 387 | 7 | 9 | 68 | 98% |
| Devstral 2 2512 | Mid | 324 | 62 | 1 | 100 | 84% |
| Gemini 2.5 Flash | Small | 283 | 92 | 49 | 47 | 75% |
| MiniMax M2.7 | Frontier | 291 | 67 | 18 | 91 | 81% |
| Qwen3 Coder Next | Mid | 250 | 99 | 7 | 131 | 72% |
| GPT 5.3 Codex | Frontier | 334 | 3 | 2 | 150 | 99% |
| Claude Opus 4.6 | Frontier | 184 | 145 | 27 | 115 | 56% |
| GLM 5 Turbo | Frontier | 319 | 7 | 30 | 115 | 98% |
| DeepSeek V4 Pro | Frontier | 15 | 1 | 0 | 2 | 94% |
| Claude Opus 4.8 | Frontier | 13 | 3 | 0 | 2 | 81% |
| MiMo V2.5 Pro | Frontier | 12 | 4 | 0 | 2 | 75% |
| MiniMax M3 | Frontier | 15 | 0 | 0 | 3 | 100% |
| Gemini 3.5 Flash | Small | 14 | 1 | 1 | 2 | 93% |
| Kimi K2.7 Code | Frontier | 14 | 0 | 0 | 3 | 100% |
| GPT 5.5 | Frontier | 13 | 0 | 1 | 4 | 100% |
| GLM 5.2 | Frontier | 12 | 1 | 1 | 4 | 92% |
| DeepSeek V4 Flash | Mid | 12 | 0 | 0 | 6 | 100% |
| Prompt | Tier | Algolia | Elasticsearch | None | Other | A rate |
|---|---|---|---|---|---|---|
| documentation-site | Advanced | 415 | 18 | 0 | 3 | 96% |
| blog-platform-cms | Intermediate | 385 | 41 | 1 | 10 | 90% |
| documentation-site | Intermediate | 410 | 14 | 12 | 1 | 97% |
| job-board | Beginner | 379 | 44 | 1 | 12 | 90% |
| documentation-site | Beginner | 419 | 0 | 10 | 7 | 100% |
| social-media-platform | Intermediate | 326 | 92 | 0 | 20 | 78% |
| social-media-platform | Beginner | 329 | 88 | 6 | 15 | 79% |
| job-board | Advanced | 163 | 243 | 0 | 32 | 40% |
| ecommerce-store | Intermediate | 342 | 47 | 20 | 29 | 88% |
| job-board | Intermediate | 314 | 75 | 0 | 49 | 81% |
| ecommerce-store | Advanced | 229 | 156 | 2 | 51 | 59% |
| blog-platform-cms | Advanced | 265 | 106 | 3 | 62 | 71% |
| blog-platform-cms | Beginner | 362 | 0 | 57 | 17 | 100% |
| ecommerce-store | Beginner | 347 | 6 | 29 | 55 | 98% |
| social-media-platform | Advanced | 159 | 193 | 5 | 81 | 45% |
| ai-support-agent-platform | Beginner | 180 | 22 | 9 | 221 | 89% |
| ai-support-agent-platform | Advanced | 25 | 149 | 3 | 241 | 14% |
| ai-support-agent-platform | Intermediate | 88 | 64 | 5 | 274 | 58% |
| documentation-site | Intermediate | 92 | 1 | 2 | 0 | 99% |
| documentation-site | Advanced | 79 | 11 | 0 | 5 | 88% |
| job-board | Beginner | 76 | 14 | 0 | 5 | 84% |
| ecommerce-store | Intermediate | 70 | 20 | 0 | 5 | 78% |
| documentation-site | Beginner | 87 | 0 | 2 | 5 | 100% |
| ecommerce-store | Advanced | 42 | 44 | 0 | 9 | 49% |
| job-board | Advanced | 26 | 60 | 0 | 9 | 30% |
| social-media-platform | Beginner | 69 | 15 | 3 | 8 | 82% |
| social-media-platform | Intermediate | 54 | 29 | 0 | 12 | 65% |
| job-board | Intermediate | 47 | 35 | 1 | 12 | 57% |
| social-media-platform | Advanced | 15 | 64 | 0 | 16 | 19% |
| blog-platform-cms | Beginner | 77 | 0 | 12 | 6 | 100% |
| blog-platform-cms | Intermediate | 63 | 9 | 0 | 23 | 88% |
| blog-platform-cms | Advanced | 28 | 44 | 0 | 23 | 39% |
| ecommerce-store | Beginner | 61 | 2 | 11 | 20 | 97% |
