Refario vs Helicone for customer-level AI margin
Refario is the better fit when your team needs customer revenue, attributed AI cost, and gross margin beyond gateway or request analytics alone.
When Refario is the better fit than Helicone.
The products overlap, but the primary decision is different. Start with the customer and business questions your team needs to answer.
What changes in practice
Compare the work each product is designed to support, not the number of boxes on a feature sheet.
Customers, plan details, features, revenue, and AI cost together.
Requests, traffic controls, and model-facing visibility.
See which customer and product behavior shifted gross margin.
Best fit when the main need is request and provider inspection.
Customer, pricing, and margin review from the same product.
Traffic governance and model access operations.
Use Refario when the customer is your real economic unit.
If one customer generates usage across models, tools, and features, a customer-margin product gives you a clearer business answer than request analytics alone.
Know which customers are profitable.
No credit card. Attribute real AI usage and find the accounts putting your margin at risk.