| Metric | Value |
|---|---|
| Stripe wins | 4688 |
| Shopify Payments wins | 120 |
| Abstains (no tool) | 14 |
| Other tool chosen | 5 |
| Decisive cases | 4808 |
| Stripe win rate (unweighted) | 97.5% |
| 95% CI | 97.0% - 97.9% |
| Stripe win rate (weighted) | 97.5% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Stripe | Shopify Payments | None | Other | A rate |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | Small | 252 | 0 | 0 | 0 | 100% |
| Claude Sonnet 4.6 | Frontier | 252 | 0 | 0 | 0 | 100% |
| GPT 5.4 Mini | Mid | 252 | 0 | 0 | 0 | 100% |
| Llama 4 Maverick | Frontier | 252 | 0 | 0 | 0 | 100% |
| Llama 4 Scout | Small | 252 | 0 | 0 | 0 | 100% |
| GPT 5.3 Codex | Frontier | 250 | 2 | 0 | 0 | 99% |
| Mistral Small 4 | Mid | 248 | 4 | 0 | 0 | 98% |
| Gemini 2.5 Pro | Frontier | 244 | 8 | 0 | 0 | 97% |
| Qwen3 Coder Next | Mid | 245 | 6 | 0 | 1 | 98% |
| Devstral 2 2512 | Mid | 214 | 37 | 0 | 1 | 85% |
| DeepSeek R1 0528 | Frontier | 249 | 0 | 3 | 0 | 100% |
| Claude Opus 4.6 | Frontier | 207 | 0 | 0 | 0 | 100% |
| GLM 5 Turbo | Frontier | 207 | 0 | 0 | 0 | 100% |
| GPT 5.4 | Frontier | 198 | 9 | 0 | 0 | 96% |
| MiMo V2 Pro | Frontier | 199 | 7 | 0 | 1 | 97% |
| Gemini 2.5 Flash | Small | 191 | 14 | 2 | 0 | 93% |
| DeepSeek V3.2 | Mid | 178 | 27 | 1 | 0 | 87% |
| MiniMax M2.7 | Frontier | 202 | 1 | 2 | 0 | 100% |
| Kimi K2.5 | Frontier | 200 | 0 | 5 | 0 | 100% |
| Claude Opus 4.8 | Frontier | 45 | 0 | 0 | 0 | 100% |
| Gemini 3.5 Flash | Small | 45 | 0 | 0 | 0 | 100% |
| GLM 5.2 | Frontier | 45 | 0 | 0 | 0 | 100% |
| Kimi K2.7 Code | Frontier | 45 | 0 | 0 | 0 | 100% |
| MiniMax M3 | Frontier | 45 | 0 | 0 | 0 | 100% |
| DeepSeek V4 Pro | Frontier | 44 | 0 | 0 | 1 | 100% |
| MiMo V2.5 Pro | Frontier | 44 | 0 | 0 | 1 | 100% |
| DeepSeek V4 Flash | Mid | 42 | 2 | 1 | 0 | 95% |
| GPT 5.5 | Frontier | 41 | 3 | 0 | 0 | 93% |
| Prompt | Tier | Stripe | Shopify Payments | None | Other | A rate |
|---|---|---|---|---|---|---|
| saas-application | Beginner | 518 | 0 | 0 | 0 | 100% |
| ecommerce-store | Advanced | 517 | 1 | 0 | 0 | 100% |
| online-learning-platform | Intermediate | 517 | 0 | 0 | 0 | 100% |
| ecommerce-store | Intermediate | 497 | 20 | 1 | 0 | 96% |
| saas-application | Intermediate | 516 | 0 | 2 | 0 | 100% |
| saas-application | Advanced | 516 | 0 | 1 | 0 | 100% |
| online-learning-platform | Advanced | 513 | 0 | 3 | 1 | 100% |
| ecommerce-store | Beginner | 420 | 93 | 4 | 0 | 82% |
| online-learning-platform | Beginner | 510 | 0 | 2 | 4 | 100% |
| ecommerce-store | Intermediate | 19 | 0 | 0 | 0 | 100% |
| ecommerce-store | Advanced | 19 | 0 | 0 | 0 | 100% |
| online-learning-platform | Intermediate | 19 | 0 | 0 | 0 | 100% |
| online-learning-platform | Advanced | 19 | 0 | 0 | 0 | 100% |
| saas-application | Intermediate | 19 | 0 | 0 | 0 | 100% |
| saas-application | Advanced | 19 | 0 | 0 | 0 | 100% |
| saas-application | Beginner | 19 | 0 | 0 | 0 | 100% |
| ecommerce-store | Beginner | 13 | 6 | 0 | 0 | 68% |
| online-learning-platform | Beginner | 18 | 0 | 1 | 0 | 100% |
