| Metric | Value |
|---|---|
| Stripe wins | 4691 |
| Shopify Payments wins | 118 |
| Abstains (no tool) | 13 |
| Other tool chosen | 5 |
| Decisive cases | 4809 |
| Stripe win rate (unweighted) | 97.5% |
| 95% CI | 97.1% - 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 | 243 | 9 | 0 | 0 | 96% |
| Qwen3 Coder Next | Mid | 246 | 5 | 0 | 1 | 98% |
| DeepSeek R1 0528 | Frontier | 249 | 0 | 3 | 0 | 100% |
| Devstral 2 2512 | Mid | 206 | 36 | 0 | 1 | 85% |
| Claude Opus 4.6 | Frontier | 198 | 0 | 0 | 0 | 100% |
| GLM 5 Turbo | Frontier | 198 | 0 | 0 | 0 | 100% |
| GPT 5.4 | Frontier | 190 | 8 | 0 | 0 | 96% |
| MiMo V2 Pro | Frontier | 191 | 6 | 0 | 1 | 97% |
| Gemini 2.5 Flash | Small | 184 | 13 | 1 | 0 | 93% |
| DeepSeek V3.2 | Mid | 170 | 26 | 1 | 0 | 87% |
| MiniMax M2.7 | Frontier | 193 | 1 | 2 | 0 | 99% |
| Kimi K2.5 | Frontier | 191 | 0 | 5 | 0 | 100% |
| Claude Opus 4.8 | Frontier | 54 | 0 | 0 | 0 | 100% |
| Gemini 3.5 Flash | Small | 54 | 0 | 0 | 0 | 100% |
| GLM 5.2 | Frontier | 54 | 0 | 0 | 0 | 100% |
| Kimi K2.7 Code | Frontier | 54 | 0 | 0 | 0 | 100% |
| MiniMax M3 | Frontier | 54 | 0 | 0 | 0 | 100% |
| MiMo V2.5 Pro | Frontier | 53 | 0 | 0 | 1 | 100% |
| DeepSeek V4 Pro | Frontier | 52 | 1 | 0 | 1 | 98% |
| DeepSeek V4 Flash | Mid | 50 | 3 | 1 | 0 | 94% |
| GPT 5.5 | Frontier | 49 | 4 | 0 | 0 | 92% |
| Prompt | Tier | Stripe | Shopify Payments | None | Other | A rate |
|---|---|---|---|---|---|---|
| saas-application | Beginner | 537 | 0 | 0 | 0 | 100% |
| ecommerce-store | Advanced | 536 | 1 | 0 | 0 | 100% |
| online-learning-platform | Intermediate | 536 | 0 | 0 | 0 | 100% |
| ecommerce-store | Intermediate | 515 | 21 | 1 | 0 | 96% |
| saas-application | Intermediate | 535 | 0 | 2 | 0 | 100% |
| saas-application | Advanced | 535 | 0 | 1 | 0 | 100% |
| online-learning-platform | Advanced | 532 | 0 | 3 | 1 | 100% |
| ecommerce-store | Beginner | 436 | 96 | 4 | 0 | 82% |
| online-learning-platform | Beginner | 529 | 0 | 2 | 4 | 100% |
