| Metric | Value |
|---|---|
| Shopify Email wins | 126 |
| Amazon SES wins | 226 |
| Abstains (no tool) | 192 |
| Other tool chosen | 15324 |
| Decisive cases | 352 |
| Shopify Email win rate (unweighted) | 35.8% |
| 95% CI | 31.0% - 40.9% |
| Shopify Email win rate (weighted) | 35.8% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Shopify Email | Amazon SES | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 18 | 7 | 9 | 787 | 72% |
| DeepSeek Pro 4–4 0813 | Frontier | 0 | 0 | 2 | 187 | n/a |
| DeepSeek R1 | Frontier | 0 | 1 | 10 | 820 | 0% |
| Devstral | Mid | 46 | 27 | 0 | 714 | 63% |
| Gemini Flash 2.5–3.8 | Small | 7 | 19 | 13 | 791 | 27% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 2 | 0 | 15 | 813 | 100% |
| GLM 5 Turbo–5.3 | Frontier | 0 | 0 | 24 | 806 | n/a |
| GPT 5.4–6 Astra | Frontier | 12 | 21 | 3 | 793 | 36% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 0 | 37 | 6 | 788 | 0% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 0 | 8 | 12 | 808 | 0% |
| Haiku | Small | 0 | 2 | 18 | 806 | 0% |
| Kimi 2.5–3 | Frontier | 0 | 3 | 14 | 807 | 0% |
| Llama Maverick | Frontier | 5 | 7 | 0 | 819 | 42% |
| Llama Scout | Small | 1 | 0 | 32 | 796 | 100% |
| MiMo Pro 2–2.6 | Frontier | 8 | 6 | 4 | 805 | 57% |
| MiniMax M 2.7–3 | Frontier | 1 | 4 | 8 | 814 | 20% |
| Mistral Small | Mid | 24 | 0 | 0 | 796 | 100% |
| Opus 4.6–5.5 | Frontier | 0 | 80 | 9 | 742 | 0% |
| Qwen Coder | Mid | 2 | 0 | 13 | 805 | 100% |
| Sonnet 4.6–5.5 | Frontier | 0 | 4 | 0 | 827 | 0% |
| Prompt | Tier | Shopify Email | Amazon SES | None | Other | A rate |
|---|---|---|---|---|---|---|
| ecommerce-store | Beginner | 85 | 0 | 16 | 492 | 100% |
| multi-tenant-crm | Advanced | 0 | 75 | 4 | 516 | 0% |
| blog-platform-cms | Advanced | 0 | 30 | 3 | 560 | 0% |
| ecommerce-store | Beginner | 27 | 0 | 8 | 116 | 100% |
| blog-platform-cms | Advanced | 0 | 17 | 0 | 151 | 0% |
| ecommerce-store | Advanced | 0 | 17 | 2 | 577 | 0% |
| ecommerce-store | Intermediate | 14 | 1 | 2 | 579 | 93% |
| job-board | Advanced | 0 | 14 | 1 | 156 | 0% |
| job-board | Advanced | 0 | 12 | 1 | 583 | 0% |
| multi-tenant-crm | Advanced | 0 | 12 | 2 | 156 | 0% |
| online-learning-platform | Advanced | 0 | 11 | 7 | 578 | 0% |
| online-learning-platform | Advanced | 0 | 8 | 4 | 140 | 0% |
| restaurant-reservation-system | Advanced | 0 | 8 | 5 | 583 | 0% |
| ecommerce-store | Advanced | 0 | 5 | 3 | 144 | 0% |
| multi-tenant-crm | Intermediate | 0 | 4 | 1 | 585 | 0% |
| blog-platform-cms | Intermediate | 0 | 3 | 2 | 589 | 0% |
| job-board | Beginner | 0 | 2 | 0 | 593 | 0% |
| multi-tenant-crm | Beginner | 0 | 1 | 3 | 580 | 0% |
| multi-tenant-crm | Intermediate | 0 | 1 | 0 | 151 | 0% |
| online-learning-platform | Beginner | 0 | 1 | 2 | 592 | 0% |
| restaurant-reservation-system | Advanced | 0 | 1 | 3 | 148 | 0% |
| restaurant-reservation-system | Intermediate | 0 | 1 | 10 | 585 | 0% |
| saas-application | Advanced | 0 | 1 | 32 | 562 | 0% |
| saas-application | Beginner | 0 | 1 | 3 | 592 | 0% |
| blog-platform-cms | Beginner | 0 | 0 | 37 | 547 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 0 | 152 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 6 | 163 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 0 | 168 | n/a |
| job-board | Beginner | 0 | 0 | 0 | 169 | n/a |
| job-board | Intermediate | 0 | 0 | 0 | 152 | n/a |
| job-board | Intermediate | 0 | 0 | 0 | 596 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 1 | 163 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 6 | 164 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 0 | 151 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 1 | 593 | n/a |
| restaurant-reservation-system | Intermediate | 0 | 0 | 1 | 170 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 9 | 587 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 0 | 152 | n/a |
| saas-application | Advanced | 0 | 0 | 9 | 161 | n/a |
| saas-application | Intermediate | 0 | 0 | 0 | 171 | n/a |
| saas-application | Intermediate | 0 | 0 | 5 | 591 | n/a |
| saas-application | Beginner | 0 | 0 | 3 | 166 | n/a |
