| Metric | Value |
|---|---|
| Shopify Email wins | 94 |
| Amazon SES wins | 129 |
| Abstains (no tool) | 132 |
| Other tool chosen | 10883 |
| Decisive cases | 223 |
| Shopify Email win rate (unweighted) | 42.2% |
| 95% CI | 35.9% - 48.7% |
| Shopify Email win rate (weighted) | 42.2% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Shopify Email | Amazon SES | None | Other | A rate |
|---|---|---|---|---|---|---|
| Devstral 2 2512 | Mid | 35 | 19 | 0 | 491 | 65% |
| Claude Opus 4.6 | Frontier | 0 | 42 | 0 | 399 | 0% |
| Gemini 2.5 Flash | Small | 4 | 16 | 1 | 420 | 20% |
| Mistral Small 4 | Mid | 19 | 0 | 0 | 563 | 100% |
| GPT 5.3 Codex | Frontier | 0 | 18 | 2 | 568 | 0% |
| GPT 5.4 | Frontier | 7 | 4 | 1 | 429 | 64% |
| DeepSeek V3.2 | Mid | 6 | 4 | 3 | 421 | 60% |
| Llama 4 Maverick | Frontier | 5 | 5 | 0 | 578 | 50% |
| GPT 5.4 Mini | Mid | 0 | 7 | 6 | 575 | 0% |
| MiMo V2 Pro | Frontier | 6 | 0 | 2 | 433 | 100% |
| DeepSeek V4 Flash | Mid | 4 | 2 | 3 | 135 | 67% |
| GPT 5.5 | Frontier | 3 | 3 | 1 | 138 | 50% |
| MiMo V2.5 Pro | Frontier | 0 | 5 | 1 | 139 | 0% |
| Gemini 2.5 Pro | Frontier | 2 | 0 | 13 | 572 | 100% |
| MiniMax M2.7 | Frontier | 1 | 1 | 7 | 430 | 50% |
| Llama 4 Scout | Small | 1 | 0 | 27 | 558 | 100% |
| Qwen3 Coder Next | Mid | 1 | 0 | 7 | 578 | 100% |
| Claude Opus 4.8 | Frontier | 0 | 1 | 0 | 146 | 0% |
| DeepSeek R1 0528 | Frontier | 0 | 1 | 7 | 580 | 0% |
| Kimi K2.7 Code | Frontier | 0 | 1 | 0 | 145 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 16 | 568 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 588 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 2 | 145 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 0 | 146 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 19 | 422 | n/a |
| GLM 5.2 | Frontier | 0 | 0 | 0 | 147 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 14 | 423 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 0 | 146 | n/a |
| Prompt | Tier | Shopify Email | Amazon SES | None | Other | A rate |
|---|---|---|---|---|---|---|
| ecommerce-store | Beginner | 80 | 0 | 16 | 439 | 100% |
| multi-tenant-crm | Advanced | 0 | 63 | 4 | 469 | 0% |
| blog-platform-cms | Advanced | 0 | 23 | 3 | 509 | 0% |
| ecommerce-store | Intermediate | 14 | 1 | 1 | 521 | 93% |
| ecommerce-store | Advanced | 0 | 11 | 1 | 525 | 0% |
| job-board | Advanced | 0 | 8 | 1 | 528 | 0% |
| online-learning-platform | Advanced | 0 | 6 | 7 | 524 | 0% |
| restaurant-reservation-system | Advanced | 0 | 5 | 5 | 527 | 0% |
| blog-platform-cms | Intermediate | 0 | 3 | 2 | 530 | 0% |
| multi-tenant-crm | Intermediate | 0 | 3 | 1 | 528 | 0% |
| job-board | Beginner | 0 | 2 | 0 | 534 | 0% |
| multi-tenant-crm | Beginner | 0 | 1 | 3 | 522 | 0% |
| online-learning-platform | Beginner | 0 | 1 | 2 | 533 | 0% |
| restaurant-reservation-system | Intermediate | 0 | 1 | 10 | 526 | 0% |
| saas-application | Beginner | 0 | 1 | 2 | 534 | 0% |
| blog-platform-cms | Beginner | 0 | 0 | 31 | 495 | n/a |
| job-board | Intermediate | 0 | 0 | 0 | 537 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 1 | 534 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 9 | 528 | n/a |
| saas-application | Advanced | 0 | 0 | 29 | 507 | n/a |
| saas-application | Intermediate | 0 | 0 | 4 | 533 | n/a |
