Look for providers with proven high throughput and cloud-based infrastructure. A White Label Solution gives you more control as you grow. Important features include load balancing, stable webhooks, and detailed monitoring. Also check their fraud prevention scalability. Testing with simulated load helps you see how the API responds under stress.