| Metric | Value |
|---|---|
| Stripe wins | 6622 |
| Shopify Payments wins | 165 |
| Abstains (no tool) | 19 |
| Other tool chosen | 9 |
| Decisive cases | 6787 |
| Stripe win rate (unweighted) | 97.6% |
| 95% CI | 97.2% - 97.9% |
| Stripe win rate (weighted) | 97.6% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Stripe | Shopify Payments | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 316 | 37 | 2 | 0 | 90% |
| DeepSeek Pro 4–4 0813 | Frontier | 79 | 1 | 0 | 1 | 99% |
| DeepSeek R1 | Frontier | 353 | 0 | 3 | 0 | 100% |
| Devstral | Mid | 291 | 46 | 0 | 1 | 86% |
| Gemini Flash 2.5–3.8 | Small | 328 | 21 | 6 | 1 | 94% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 346 | 10 | 0 | 0 | 97% |
| GLM 5 Turbo–5.3 | Frontier | 356 | 0 | 0 | 0 | 100% |
| GPT 5.4–6 Astra | Frontier | 338 | 17 | 0 | 0 | 95% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 350 | 6 | 0 | 0 | 98% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 354 | 0 | 0 | 1 | 100% |
| Haiku | Small | 356 | 0 | 0 | 0 | 100% |
| Kimi 2.5–3 | Frontier | 349 | 0 | 5 | 0 | 100% |
| Llama Maverick | Frontier | 356 | 0 | 0 | 0 | 100% |
| Llama Scout | Small | 356 | 0 | 0 | 0 | 100% |
| MiMo Pro 2–2.6 | Frontier | 341 | 10 | 0 | 2 | 97% |
| MiniMax M 2.7–3 | Frontier | 350 | 1 | 2 | 0 | 100% |
| Mistral Small | Mid | 348 | 8 | 0 | 0 | 98% |
| Opus 4.6–5.5 | Frontier | 355 | 0 | 1 | 0 | 100% |
| Qwen Coder | Mid | 344 | 8 | 0 | 3 | 98% |
| Sonnet 4.6–5.5 | Frontier | 356 | 0 | 0 | 0 | 100% |
| Prompt | Tier | Stripe | Shopify Payments | None | Other | A rate |
|---|---|---|---|---|---|---|
| saas-application | Beginner | 596 | 0 | 0 | 0 | 100% |
| ecommerce-store | Advanced | 595 | 1 | 0 | 0 | 100% |
| online-learning-platform | Intermediate | 595 | 0 | 0 | 0 | 100% |
| ecommerce-store | Intermediate | 573 | 22 | 1 | 0 | 96% |
| saas-application | Advanced | 594 | 0 | 1 | 0 | 100% |
| saas-application | Intermediate | 594 | 0 | 2 | 0 | 100% |
| online-learning-platform | Advanced | 591 | 0 | 3 | 1 | 100% |
| ecommerce-store | Beginner | 488 | 103 | 4 | 0 | 83% |
| online-learning-platform | Beginner | 588 | 0 | 2 | 4 | 100% |
| saas-application | Intermediate | 170 | 0 | 0 | 1 | 100% |
| ecommerce-store | Intermediate | 169 | 0 | 0 | 0 | 100% |
| saas-application | Advanced | 169 | 0 | 1 | 0 | 100% |
| saas-application | Beginner | 169 | 0 | 0 | 0 | 100% |
| online-learning-platform | Beginner | 164 | 0 | 5 | 1 | 100% |
| ecommerce-store | Advanced | 152 | 0 | 0 | 0 | 100% |
| online-learning-platform | Advanced | 152 | 0 | 0 | 0 | 100% |
| online-learning-platform | Intermediate | 152 | 0 | 0 | 0 | 100% |
| ecommerce-store | Beginner | 111 | 39 | 0 | 2 | 74% |
