# Practical Strategies to Monetize AI APIs in Production

Traditional APIs are, in a word, predictable. You know what you're getting: Compute costs that don't surprise you Traffic patterns that behave themselves Clean, well-defined request and response cycles AI APIs, especially anything that runs on LLMs
[](https://konghq.com/blog/engineering/monetize-ai-apis)







