| Metric | Value |
|---|---|
| Stripe wins | 3481 |
| Shopify Payments wins | 95 |
| Abstains (no tool) | 9 |
| Other tool chosen | 2 |
| Decisive cases | 3576 |
| Stripe win rate (unweighted) | 97.3% |
| 95% CI | 96.8% - 97.8% |
| 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 | 189 | 0 | 0 | 0 | 100% |
| Claude Opus 4.6 | Frontier | 189 | 0 | 0 | 0 | 100% |
| Claude Sonnet 4.6 | Frontier | 189 | 0 | 0 | 0 | 100% |
| GLM 5 Turbo | Frontier | 189 | 0 | 0 | 0 | 100% |
| GPT 5.4 Mini | Mid | 189 | 0 | 0 | 0 | 100% |
| Llama 4 Maverick | Frontier | 189 | 0 | 0 | 0 | 100% |
| Llama 4 Scout | Small | 189 | 0 | 0 | 0 | 100% |
| GPT 5.3 Codex | Frontier | 188 | 1 | 0 | 0 | 99% |
| Mistral Small 4 | Mid | 185 | 4 | 0 | 0 | 98% |
| MiMo V2 Pro | Frontier | 184 | 5 | 0 | 0 | 97% |
| Gemini 2.5 Pro | Frontier | 181 | 8 | 0 | 0 | 96% |
| GPT 5.4 | Frontier | 181 | 8 | 0 | 0 | 96% |
| Gemini 2.5 Flash | Small | 176 | 13 | 0 | 0 | 93% |
| Qwen3 Coder Next | Mid | 184 | 4 | 0 | 1 | 98% |
| Devstral 2 2512 | Mid | 161 | 27 | 0 | 1 | 86% |
| DeepSeek R1 0528 | Frontier | 187 | 0 | 2 | 0 | 100% |
| DeepSeek V3.2 | Mid | 163 | 24 | 1 | 0 | 87% |
| MiniMax M2.7 | Frontier | 184 | 1 | 2 | 0 | 99% |
| Kimi K2.5 | Frontier | 184 | 0 | 4 | 0 | 100% |
| Prompt | Tier | Stripe | Shopify Payments | None | Other | A rate |
|---|---|---|---|---|---|---|
| online-learning-platform | Intermediate | 399 | 0 | 0 | 0 | 100% |
| saas-application | Beginner | 399 | 0 | 0 | 0 | 100% |
| ecommerce-store | Advanced | 398 | 1 | 0 | 0 | 100% |
| saas-application | Intermediate | 398 | 0 | 1 | 0 | 100% |
| ecommerce-store | Intermediate | 383 | 15 | 1 | 0 | 96% |
| saas-application | Advanced | 397 | 0 | 1 | 0 | 100% |
| online-learning-platform | Beginner | 396 | 0 | 0 | 1 | 100% |
| ecommerce-store | Beginner | 317 | 79 | 3 | 0 | 80% |
| online-learning-platform | Advanced | 394 | 0 | 3 | 1 | 100% |
