Leading: Shopify (67.1%)
| Metric | Value |
|---|---|
| Google Cloud Storage wins | 56 |
| Shopify wins | 114 |
| Abstains (no tool) | 188 |
| Other tool chosen | 10784 |
| Decisive cases | 170 |
| Google Cloud Storage win rate (unweighted) | 32.9% |
| 95% CI | 26.3% - 40.3% |
| Google Cloud Storage win rate (weighted) | 32.9% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Google Cloud Storage | Shopify | None | Other | A rate |
|---|---|---|---|---|---|---|
| Devstral 2 2512 | Mid | 32 | 35 | 28 | 490 | 48% |
| Mistral Small 4 | Mid | 6 | 21 | 0 | 536 | 22% |
| Llama 4 Scout | Small | 10 | 7 | 17 | 553 | 59% |
| DeepSeek V3.2 | Mid | 0 | 14 | 26 | 524 | 0% |
| Llama 4 Maverick | Frontier | 0 | 14 | 2 | 572 | 0% |
| Gemini 2.5 Pro | Frontier | 0 | 12 | 21 | 555 | 0% |
| MiMo V2 Pro | Frontier | 0 | 6 | 3 | 557 | 0% |
| DeepSeek R1 0528 | Frontier | 3 | 0 | 4 | 579 | 100% |
| GPT 5.4 | Frontier | 0 | 3 | 9 | 554 | 0% |
| Gemini 2.5 Flash | Small | 2 | 0 | 36 | 529 | 100% |
| Claude Haiku 4.5 | Small | 1 | 0 | 0 | 583 | 100% |
| GPT 5.4 Mini | Mid | 1 | 0 | 5 | 577 | 100% |
| Qwen3 Coder Next | Mid | 1 | 0 | 4 | 581 | 100% |
| GPT 5.3 Codex | Frontier | 0 | 1 | 2 | 585 | 0% |
| MiniMax M2.7 | Frontier | 0 | 1 | 2 | 563 | 0% |
| Claude Opus 4.6 | Frontier | 0 | 0 | 0 | 566 | n/a |
| Claude Opus 4.8 | Frontier | 0 | 0 | 0 | 21 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 588 | n/a |
| DeepSeek V4 Flash | Mid | 0 | 0 | 0 | 21 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 1 | 20 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 0 | 21 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 16 | 551 | n/a |
| GLM 5.2 | Frontier | 0 | 0 | 0 | 21 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 0 | 21 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 11 | 554 | n/a |
| Kimi K2.7 Code | Frontier | 0 | 0 | 1 | 20 | n/a |
| MiMo V2.5 Pro | Frontier | 0 | 0 | 0 | 21 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 0 | 21 | n/a |
| Prompt | Tier | Google Cloud Storage | Shopify | None | Other | A rate |
|---|---|---|---|---|---|---|
| ecommerce-store | Beginner | 0 | 67 | 73 | 295 | 0% |
| ecommerce-store | Intermediate | 0 | 38 | 14 | 383 | 0% |
| social-media-platform | Advanced | 23 | 0 | 3 | 409 | 100% |
| social-media-platform | Intermediate | 9 | 0 | 0 | 429 | 100% |
| project-management-tool | Advanced | 8 | 0 | 3 | 424 | 100% |
| ecommerce-store | Beginner | 0 | 8 | 22 | 64 | 0% |
| chat-application | Intermediate | 6 | 0 | 4 | 428 | 100% |
| chat-application | Beginner | 3 | 0 | 15 | 418 | 100% |
| chat-application | Intermediate | 1 | 0 | 0 | 94 | 100% |
| chat-application | Beginner | 1 | 0 | 0 | 94 | 100% |
| chat-application | Advanced | 1 | 0 | 4 | 429 | 100% |
| project-management-tool | Advanced | 1 | 0 | 0 | 93 | 100% |
| project-management-tool | Beginner | 1 | 0 | 2 | 433 | 100% |
| real-estate-website | Beginner | 1 | 0 | 3 | 433 | 100% |
| social-media-platform | Beginner | 1 | 0 | 1 | 436 | 100% |
| ecommerce-store | Advanced | 0 | 1 | 1 | 435 | 0% |
| chat-application | Advanced | 0 | 0 | 1 | 94 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 0 | 95 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 1 | 92 | n/a |
| job-board | Intermediate | 0 | 0 | 0 | 95 | n/a |
| job-board | Intermediate | 0 | 0 | 0 | 438 | n/a |
| job-board | Advanced | 0 | 0 | 0 | 95 | n/a |
| job-board | Beginner | 0 | 0 | 0 | 95 | n/a |
| job-board | Beginner | 0 | 0 | 0 | 438 | n/a |
| job-board | Advanced | 0 | 0 | 0 | 436 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 4 | 90 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 0 | 95 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 0 | 93 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 1 | 437 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 4 | 425 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 20 | 414 | n/a |
| project-management-tool | Beginner | 0 | 0 | 1 | 94 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 1 | 94 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 1 | 433 | n/a |
| real-estate-website | Beginner | 0 | 0 | 6 | 89 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 1 | 94 | n/a |
| real-estate-website | Advanced | 0 | 0 | 2 | 434 | n/a |
| real-estate-website | Advanced | 0 | 0 | 0 | 94 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 0 | 438 | n/a |
| social-media-platform | Beginner | 0 | 0 | 0 | 95 | n/a |
| social-media-platform | Advanced | 0 | 0 | 0 | 95 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 0 | 95 | n/a |
