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Browser vs API vs Hybrid load testing

Compare Browser, API, and Hybrid load tests on BrowserStack to pick the test type that matches what you want to measure.

BrowserStack Load Testing supports three test types: Browser, API, and Hybrid. Each type generates load through virtual users (VUs) in a different way and reports different metrics. Choose a test type based on your measuring criteria, frontend, backend, or both. For an overview of how Load Testing works, see What is BrowserStack Load Testing.

BrowserStack recommends using Hybrid load testing for most of your applications. It measures what users experience while your backend handles realistic traffic, and runs most of the load through lower-cost API VUs.

Compare the test types

The following table shows how the three test types differ. API load testing is also called protocol load testing.

Aspect Browser API Hybrid
Load generating factors Real browsers that run your UI test scripts Requests sent directly to your backend endpoints Browser VUs and API VUs in the same test
Measurement parameters Page load time, Core Web Vitals, network activity, and test steps Response times, throughput, error rates, and assertions Frontend and backend metrics from the same run
Supported frameworks Playwright, Selenium Java, Selenium Python, Selenium Jest, WebdriverIO, Nightwatch JMeter, k6, Gatling, Locust, API collections A browser framework combined with JMeter or k6
Relative VU hours cost Higher, because each VU runs a real browser Lower Depends on your split between API and Browser VUs

When to choose each test type

Use the following table to match a test type to your performance goal:

Select If you want to
Browser - Measure page load time, Core Web Vitals, or user journey duration.
- Test a single-page app (SPA) or client-rendered app, where backend response times don’t show real performance.
API - Validate throughput, latency, and error rates for APIs or microservices at high concurrency.
- Test against a request rate target, such as requests per second (RPS).
Hybrid - Reproduce an issue that appears only when the whole system is under load.
- Get most of the load from lower-cost API VUs, with a few Browser VUs to measure what users see.

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