Leading: Shopify (67.1%)
| Metric | Value |
|---|---|
| Google Cloud Storage wins | 76 |
| Shopify wins | 155 |
| Abstains (no tool) | 248 |
| Other tool chosen | 15322 |
| Decisive cases | 231 |
| Google Cloud Storage win rate (unweighted) | 32.9% |
| 95% CI | 27.2% - 39.2% |
| Google Cloud Storage win rate (weighted) | 32.9% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Google Cloud Storage | Shopify | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 0 | 17 | 32 | 776 | 0% |
| DeepSeek Pro 4–4 0813 | Frontier | 0 | 0 | 1 | 185 | n/a |
| DeepSeek R1 | Frontier | 4 | 0 | 5 | 817 | 100% |
| Devstral | Mid | 41 | 46 | 37 | 659 | 47% |
| Gemini Flash 2.5–3.8 | Small | 2 | 0 | 44 | 782 | 100% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 0 | 12 | 28 | 787 | 0% |
| GLM 5 Turbo–5.3 | Frontier | 0 | 0 | 19 | 809 | n/a |
| GPT 5.4–6 Astra | Frontier | 0 | 8 | 10 | 808 | 0% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 0 | 4 | 4 | 818 | 0% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 1 | 1 | 9 | 810 | 50% |
| Haiku | Small | 1 | 0 | 0 | 821 | 100% |
| Kimi 2.5–3 | Frontier | 0 | 0 | 13 | 812 | n/a |
| Llama Maverick | Frontier | 0 | 16 | 3 | 809 | 0% |
| Llama Scout | Small | 16 | 11 | 26 | 772 | 59% |
| MiMo Pro 2–2.6 | Frontier | 1 | 6 | 6 | 811 | 14% |
| MiniMax M 2.7–3 | Frontier | 0 | 1 | 4 | 821 | 0% |
| Mistral Small | Mid | 9 | 33 | 0 | 752 | 21% |
| Opus 4.6–5.5 | Frontier | 0 | 0 | 2 | 825 | n/a |
| Qwen Coder | Mid | 1 | 0 | 4 | 821 | 100% |
| Sonnet 4.6–5.5 | Frontier | 0 | 0 | 1 | 827 | n/a |
| Prompt | Tier | Google Cloud Storage | Shopify | None | Other | A rate |
|---|---|---|---|---|---|---|
| ecommerce-store | Beginner | 0 | 88 | 83 | 421 | 0% |
| ecommerce-store | Intermediate | 0 | 50 | 17 | 525 | 0% |
| social-media-platform | Advanced | 27 | 0 | 5 | 560 | 100% |
| ecommerce-store | Beginner | 0 | 16 | 32 | 103 | 0% |
| project-management-tool | Advanced | 13 | 0 | 4 | 575 | 100% |
| social-media-platform | Intermediate | 13 | 0 | 1 | 582 | 100% |
| chat-application | Intermediate | 7 | 0 | 4 | 585 | 100% |
| chat-application | Beginner | 3 | 0 | 21 | 570 | 100% |
| chat-application | Intermediate | 2 | 0 | 0 | 168 | 100% |
| chat-application | Beginner | 2 | 0 | 2 | 163 | 100% |
| project-management-tool | Beginner | 2 | 0 | 2 | 589 | 100% |
| chat-application | Advanced | 1 | 0 | 5 | 586 | 100% |
| job-board | Beginner | 1 | 0 | 1 | 169 | 100% |
| online-learning-platform | Advanced | 1 | 0 | 4 | 577 | 100% |
| project-management-tool | Advanced | 1 | 0 | 0 | 149 | 100% |
| real-estate-website | Beginner | 1 | 0 | 4 | 589 | 100% |
| social-media-platform | Beginner | 1 | 0 | 1 | 594 | 100% |
| social-media-platform | Intermediate | 1 | 0 | 1 | 150 | 100% |
| ecommerce-store | Advanced | 0 | 1 | 1 | 593 | 0% |
| chat-application | Advanced | 0 | 0 | 2 | 150 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 1 | 148 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 0 | 169 | n/a |
| job-board | Advanced | 0 | 0 | 1 | 589 | n/a |
| job-board | Intermediate | 0 | 0 | 2 | 150 | n/a |
| job-board | Beginner | 0 | 0 | 0 | 596 | n/a |
| job-board | Advanced | 0 | 0 | 0 | 171 | n/a |
| job-board | Intermediate | 0 | 0 | 0 | 596 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 0 | 150 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 7 | 162 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 0 | 152 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 1 | 595 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 28 | 564 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 1 | 151 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 1 | 591 | n/a |
| project-management-tool | Beginner | 0 | 0 | 3 | 149 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 0 | 596 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 1 | 151 | n/a |
| real-estate-website | Advanced | 0 | 0 | 2 | 592 | n/a |
| real-estate-website | Beginner | 0 | 0 | 9 | 143 | n/a |
| real-estate-website | Advanced | 0 | 0 | 0 | 169 | n/a |
| social-media-platform | Advanced | 0 | 0 | 1 | 169 | n/a |
| social-media-platform | Beginner | 0 | 0 | 0 | 171 | n/a |
