| Metric | Value |
|---|---|
| Elastic Cloud wins | 51 |
| Shopify wins | 64 |
| Abstains (no tool) | 153 |
| Other tool chosen | 6871 |
| Decisive cases | 115 |
| Elastic Cloud win rate (unweighted) | 44.3% |
| 95% CI | 35.6% - 53.5% |
| Elastic Cloud win rate (weighted) | 44.3% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Elastic Cloud | Shopify | None | Other | A rate |
|---|---|---|---|---|---|---|
| GPT 5.3 Codex | Frontier | 39 | 0 | 0 | 339 | 100% |
| Devstral 2 2512 | Mid | 0 | 27 | 1 | 348 | 0% |
| DeepSeek V3.2 | Mid | 2 | 15 | 8 | 353 | 12% |
| Mistral Small 4 | Mid | 0 | 8 | 0 | 366 | 0% |
| GPT 5.4 | Frontier | 5 | 2 | 0 | 371 | 71% |
| MiMo V2 Pro | Frontier | 0 | 5 | 12 | 360 | 0% |
| GPT 5.4 Mini | Mid | 4 | 0 | 3 | 365 | 100% |
| Llama 4 Scout | Small | 0 | 4 | 0 | 373 | 0% |
| Qwen3 Coder Next | Mid | 1 | 0 | 5 | 370 | 100% |
| Gemini 2.5 Pro | Frontier | 0 | 1 | 11 | 366 | 0% |
| Llama 4 Maverick | Frontier | 0 | 1 | 1 | 376 | 0% |
| MiniMax M2.7 | Frontier | 0 | 1 | 13 | 360 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 0 | 359 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 21 | 357 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 378 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 7 | 371 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 40 | 338 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 27 | 351 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 4 | 370 | n/a |
| Prompt | Tier | Elastic Cloud | Shopify | None | Other | A rate |
|---|---|---|---|---|---|---|
| ecommerce-store | Beginner | 0 | 50 | 27 | 321 | 0% |
| ai-support-agent-platform | Advanced | 24 | 0 | 3 | 353 | 100% |
| ecommerce-store | Intermediate | 0 | 14 | 19 | 366 | 0% |
| ai-support-agent-platform | Beginner | 11 | 0 | 9 | 373 | 100% |
| ai-support-agent-platform | Intermediate | 6 | 0 | 4 | 382 | 100% |
| ecommerce-store | Advanced | 4 | 0 | 2 | 393 | 100% |
| social-media-platform | Advanced | 3 | 0 | 5 | 391 | 100% |
| job-board | Advanced | 2 | 0 | 0 | 397 | 100% |
| documentation-site | Advanced | 1 | 0 | 0 | 396 | 100% |
| blog-platform-cms | Advanced | 0 | 0 | 3 | 396 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 52 | 345 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 1 | 397 | n/a |
| documentation-site | Intermediate | 0 | 0 | 11 | 387 | n/a |
| documentation-site | Beginner | 0 | 0 | 10 | 387 | n/a |
| job-board | Intermediate | 0 | 0 | 0 | 399 | n/a |
| job-board | Beginner | 0 | 0 | 1 | 396 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 0 | 399 | n/a |
| social-media-platform | Beginner | 0 | 0 | 6 | 393 | n/a |
