The technology disclosed enables understanding the user experience of accessing a web page under high loads. A testing system generates a simulated load by retrieving and loading a single web object. A performance snapshot is taken of accessing an entire web page from the server under load. The performance snapshot may be performed by emulating a browser accessing a web page's URL, the web page comprising multiple objects that are independently retrieved and loaded. The simulated load is configured with a number of users per region of the world where the user load will originate, and a single object from the web page to retrieve. Performance data such as response time for the single object retrieved, number of hits per second, number of timeouts per sec, and errors per second may be recorded and reported. An optimal number of users may be determined to achieve a target user experience goal.