Systems, methods, and software described herein manage and process application programming interface (API) statistics associated with an API provider. In one example, a monitoring service may identify API statistics from a set of API requests to an API provider. From the statistics, the monitoring service may determine trends of interest in the API requests and modify at least one sampling rate of API requests to API provider to obtain the API statistics.