| Metric | Value |
|---|---|
| Stripe wins | 4643 |
| Shopify Payments wins | 129 |
| Abstains (no tool) | 16 |
| Other tool chosen | 4 |
| Decisive cases | 4772 |
| Stripe win rate (unweighted) | 97.3% |
| 95% CI | 96.8% - 97.7% |
| Stripe win rate (weighted) | 97.3% |
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 | 249 | 3 | 0 | 0 | 99% |
| Mistral Small 4 | Mid | 246 | 6 | 0 | 0 | 98% |
| Gemini 2.5 Pro | Frontier | 243 | 9 | 0 | 0 | 96% |
| Devstral 2 2512 | Mid | 216 | 35 | 0 | 1 | 86% |
| DeepSeek R1 0528 | Frontier | 250 | 0 | 2 | 0 | 100% |
| Qwen3 Coder Next | Mid | 244 | 6 | 0 | 2 | 98% |
| GLM 5 Turbo | Frontier | 243 | 0 | 0 | 0 | 100% |
| GPT 5.4 | Frontier | 232 | 11 | 0 | 0 | 95% |
| Claude Opus 4.6 | Frontier | 242 | 0 | 1 | 0 | 100% |
| MiMo V2 Pro | Frontier | 233 | 9 | 0 | 1 | 96% |
| DeepSeek V3.2 | Mid | 210 | 31 | 1 | 0 | 87% |
| MiniMax M2.7 | Frontier | 238 | 1 | 2 | 0 | 100% |
| Gemini 2.5 Flash | Small | 220 | 18 | 5 | 0 | 92% |
| Kimi K2.5 | Frontier | 236 | 0 | 5 | 0 | 100% |
| Claude Opus 4.8 | Frontier | 9 | 0 | 0 | 0 | 100% |
| DeepSeek V4 Flash | Mid | 9 | 0 | 0 | 0 | 100% |
| DeepSeek V4 Pro | Frontier | 9 | 0 | 0 | 0 | 100% |
| Gemini 3.5 Flash | Small | 9 | 0 | 0 | 0 | 100% |
| GLM 5.2 | Frontier | 9 | 0 | 0 | 0 | 100% |
| GPT 5.5 | Frontier | 9 | 0 | 0 | 0 | 100% |
| Kimi K2.7 Code | Frontier | 9 | 0 | 0 | 0 | 100% |
| MiMo V2.5 Pro | Frontier | 9 | 0 | 0 | 0 | 100% |
| MiniMax M3 | Frontier | 9 | 0 | 0 | 0 | 100% |
| Prompt | Tier | Stripe | Shopify Payments | None | Other | A rate |
|---|---|---|---|---|---|---|
| saas-application | Beginner | 438 | 0 | 0 | 0 | 100% |
| ecommerce-store | Advanced | 437 | 1 | 0 | 0 | 100% |
| online-learning-platform | Intermediate | 437 | 0 | 0 | 0 | 100% |
| ecommerce-store | Intermediate | 420 | 17 | 1 | 0 | 96% |
| saas-application | Intermediate | 436 | 0 | 2 | 0 | 100% |
| saas-application | Advanced | 436 | 0 | 1 | 0 | 100% |
| ecommerce-store | Beginner | 351 | 84 | 3 | 0 | 81% |
| online-learning-platform | Advanced | 433 | 0 | 3 | 1 | 100% |
| online-learning-platform | Beginner | 433 | 0 | 1 | 2 | 100% |
| ecommerce-store | Intermediate | 95 | 0 | 0 | 0 | 100% |
| ecommerce-store | Advanced | 95 | 0 | 0 | 0 | 100% |
| online-learning-platform | Intermediate | 95 | 0 | 0 | 0 | 100% |
| online-learning-platform | Advanced | 95 | 0 | 0 | 0 | 100% |
| saas-application | Intermediate | 95 | 0 | 0 | 0 | 100% |
| saas-application | Beginner | 95 | 0 | 0 | 0 | 100% |
| saas-application | Advanced | 94 | 0 | 1 | 0 | 100% |
| ecommerce-store | Beginner | 67 | 27 | 0 | 1 | 71% |
| online-learning-platform | Beginner | 91 | 0 | 4 | 0 | 100% |
