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Marie Cruz for k6

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Get Started with k6 browser

This post explains how to get started with k6 browser, a k6 experimental module that adds browser-level APIs to interact with browsers and collect web performance metrics as part of your k6 tests.

Testing Beyond Protocol Level

Over the years, k6 has become known as a performance testing tool that provides the best developer experience. Most of our efforts have focused on providing a tool that helps test your servers or backend systems. Our comprehensive load testing guide recommends keeping users in mind, and backend performance testing only addresses half of your performance testing efforts.

Suppose you test the user experience of your website and verify that there are no performance issues on a specific user journey. In that case, you need to drive some of your performance testing efforts from a browser perspective and consider a more realistic end-to-end test of the user flow.

Most load-testing tools focus on testing API endpoints, but it's different from what your users normally interact with. Your users interact with the browser, so it's also vital to test the browser's performance to get an end-to-end perspective of what's happening when interacting with your web applications.

Both frontend and backend performance testing has its pros and cons when done in isolation, which we discussed in more detail as part of the video below.

Here at k6, we want to start expanding our performance testing use case and also test beyond the protocol level.

This is where the k6 browser module comes in.

What is k6 browser module?

The browser module brings browser automation and end-to-end web testing to k6 while supporting core k6 features. It enables you to get insights from your front-end application during performance testing.

You can now mix browser-level and protocol-level tests in a single and unified script using k6. This can simulate the bulk of your traffic from your protocol-level tests and run one or two virtual users on a browser level to mimic how a user interacts with your website, thus leveraging a hybrid approach to performance testing.

The browser module offers a unique solution as you don’t have to use separate tools to test your frontend and backend systems. It also offers a simplified experience and aggregated view of performance metrics.

Writing the test

You can copy one of our example scripts to get started as part of our k6 browser module documentation.

import { chromium } from 'k6/experimental/browser';

export default function () {
  const browser = chromium.launch({ headless: false });
  const page = browser.newPage();
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Let’s break down what’s happening with the preceding code.

  1. We are importing chromium from the k6/experimental/browser module. chromium is of type BrowserType, which is k6 browser’s entry point into launching a browser process.
  2. Next, we use the scenario function, an existing k6 functionality, to define our VU (virtual user) code.
  3. To create a new browser instance, we use the launch method of chromium, which returns a Browser object. You can pass different parameters within launch and one of the parameters you can pass is headless, which you can use to show the browser or not.
  4. To create a new page in your browser instance, we use the browser.newPage().

Now, on to the fun part! Let’s simulate a user visiting a test application and logging in.

import { chromium } from 'k6/experimental/browser';
import { check } from 'k6'

export default async function () {
  const browser = chromium.launch({ headless: false });
  const page = browser.newPage();

  try {
    await page.goto('', { waitUntil: 'networkidle' });


    await Promise.all([

    check(page, {
      'header': page.locator('h2').textContent() == 'Welcome, admin!',
  } finally {
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There are a lot of things happening in the preceding code especially the introduction of asynchronous operations so let’s break it down again.

  1. We visit the page by using page.goto and pass the test application URL. We are also waiting for the network to be idle, which will succeed if there are no network connections for at least 500 ms. page.goto is also an asynchronous operation, so we need to wait for this to finish and use the await keyword.
  2. Once the operation completes, we use page.locator to interact with the elements we want. In the example, we are creating two locators. One for the login name and another one for the login password. We use the type method to type the name and password into the fields.
  3. To click the login button, we use the click method, which is an asynchronous operation. Clicking the submit button also causes page navigation which we need to wait to load, so page.waitForNavigation(), another asynchronous operation, is needed because the page won't be ready until the navigation completes.
  4. Since there are two asynchronous operations, we need to use Promise.all([]) to wait for the two promises to be resolved before continuing to avoid any race conditions.
  5. Next, we use the check feature from k6 to assert the text content of a specific element.
  6. Finally, we close the page and the browser.

Running the Test

To run the test, simply use the following command.

K6_BROWSER_ENABLED=true k6 run script.js
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If you face any issues running the command, please check out our documentation for running the test.

You should see a similar test run as this video.

With the browser launching, this provides a more visual experience as to what your users actually see so you can also find blind spots and catch issues related to browsers that won't be detected on a protocol-level.

Browser Metrics

When it's finished running, apart from the metrics that k6 already tracks, additional browser metrics are tracked as part of the k6 summary output.

  browser_dom_content_loaded.......: avg=36.72ms min=544µs   med=22.61ms max=87.02ms  p(90)=74.14ms  p(95)=80.58ms
  browser_first_contentful_paint...: avg=47.52ms min=22.01ms med=47.52ms max=73.02ms  p(90)=67.92ms  p(95)=70.47ms
  browser_first_meaningful_paint...: avg=75.22ms min=75.22ms med=75.22ms max=75.22ms  p(90)=75.22ms  p(95)=75.22ms
  browser_first_paint..............: avg=45.72ms min=21.96ms med=45.72ms max=69.49ms  p(90)=64.73ms  p(95)=67.11ms
  browser_loaded...................: avg=38.14ms min=5.28ms  med=22.45ms max=86.68ms  p(90)=73.83ms  p(95)=80.26ms
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The metrics above are still subject to change. Our goal is to be able to report the Core Web Vitals as well as Other Web Vitals for a better understanding of user experience.

k6 Browser API

The k6 Browser API aims to provide a rough compatibility with the Playwright API for NodeJS, meaning k6 users don't have to learn an entirely new API.

At the moment, the k6 API is synchronous. However, since many browser operations happen asynchronously, and in order to follow the Playwright API more closely, we are working on migrating most of the browser methods to be asynchronous. This means that while k6 browser is ready to be used, be warned that our API is still undergoing a few changes.

At the moment, few methods such as page.goto(), page.waitForNavigation() and return JavaScript promises. Our goal is to support async and await syntax for all asynchronous operations, for simplicity.

For more examples on how to use the k6 browser API, please check out k6 browser examples.

A Hybrid Approach to Performance Testing

If you only consider web performance, this can lead to false confidence in overall application performance when the amount of traffic against an application increases.

It's still highly recommended to also test your backend systems to have a complete picture of your application’s performance, via the protocol-level.

However, there are problems associated with testing via the protocol level, such as:

  • not being closer to the user experience since it’s skipping the browser,
  • scripts can be lengthy to create and difficult to maintain as the application grows,
  • browser performance metrics are ignored.

On the other hand, if you perform load testing by spinning up a lot of browsers, this requires significantly more load-generation resources, which can end up quite costly.

To address the shortcomings of each approach, a recommended practice is to adopt a hybrid approach to performance testing, which is a combination of testing both the backend and frontend systems via protocol and browser level. With a hybrid approach, you spin up the majority of your load via the protocol level, then simultaneously have one or two browser-level virtual users, so you can also have a view of what’s happening on the front end.

An illustration of k6 testing frontend system as well as backend systems for a hybrid approach to performance testing

The great thing with k6 browser module is that it can offer you this hybrid approach to performance testing. While you can do this with multiple tools, the beauty of using this module is that it's built on top of k6, which means that you can have a protocol-level and a browser-level test in the same script.

Let's see how that translates to code.

Writing the test

A common scenario that we recommend is to mix a smaller subset of browser-level tests with a larger protocol-level test. To run a browser-level and protocol-level test concurrently, you can use scenarios.

import { chromium } from 'k6/experimental/browser';
import { check } from 'k6';
import http from 'k6/http';

export const options = {
  scenarios: {
    browser: {
      executor: 'constant-vus',
      exec: 'browser',
      vus: 1,
      duration: '10s',
    news: {
      executor: 'constant-vus',
      exec: 'news',
      vus: 20,
      duration: '1m',

export async function browser() {
  const browser = chromium.launch({ headless: false });
  const page = browser.newPage();

  try {
    await page.goto('', { waitUntil: 'networkidle' });


    check(page, {
      'checkbox is checked': page.locator('#checkbox-info-display').textContent() === 'Thanks for checking the box',
  } finally {

export function news() {
  const res = http.get('');

  check(res, {
    'status is 200': (r) => r.status === 200,
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Let's break down the preceeding code again.

  1. We are using options to configure our test-run behaviour. In this particular script, we are declaring two scenarios to configure specific workload, one for the browser-level test called browser and one for the protocol-level test called news.
  2. Both the browser and news scenario are using the constant-vu executor which introduces a constant number of virtual users to execute as many iterations as possible for a specified amount of time.
  3. Next, there are two JavaScript functions declared, browser() and news(). These functions contain the code that will be executed by a virtual user. The browser() function, represents our browser-level test and simply visits a test URL, clicks a checkbox and verifies if the checkbox has been ticked successfully while the news() function, which represents our protocol-level test, sends a GET request to a different URL and checks if the status code is returning 200.
  4. Since we are using scenarios, the two functions are independent from each other and therefore, runs in parallel.

Running the test

Using the same k6 run command as above, you should see a similar test output as below:

running (1m00.1s), 00/21 VUs, 12953 complete and 0 interrupted iterations
browser ✓ [======================================] 1 VUs   10s
news    ✓ [======================================] 20 VUs  1m0s

     ✓ status is 200
     ✓ checkbox is checked

     browser_dom_content_loaded.......: avg=12.27ms  min=68µs    med=11.76ms max=26.77ms  p(90)=25.56ms p(95)=26.36ms
     browser_first_contentful_paint...: avg=21.93ms  min=12.5ms  med=25.32ms max=26.19ms  p(90)=25.83ms p(95)=26.01ms
     browser_first_paint..............: avg=21.88ms  min=12.45ms med=25.27ms max=26.14ms  p(90)=25.78ms p(95)=25.96ms
     browser_loaded...................: avg=12.18ms  min=984µs   med=11.74ms max=25.65ms  p(90)=24.37ms p(95)=25.19ms
     checks...........................: 100.00% ✓ 12953      ✗ 0
     data_received....................: 21 MB   341 kB/s
     data_sent........................: 1.4 MB  24 kB/s
     http_req_blocked.................: avg=2.14ms   min=1µs     med=2µs     max=290.37ms p(90)=4µs     p(95)=4µs
     http_req_connecting..............: avg=1.09ms   min=0s      med=0s      max=195ms    p(90)=0s      p(95)=0s
     http_req_duration................: avg=90.59ms  min=80.93ms med=92.8ms  max=542.92ms p(90)=96.89ms p(95)=102.83ms
       { expected_response:true }.....: avg=90.49ms  min=80.93ms med=92.8ms  max=542.92ms p(90)=96.86ms p(95)=102.81ms
     http_req_failed..................: 0.00%   ✓ 0          ✗ 12946
     http_req_receiving...............: avg=154.41µs min=17µs    med=47µs    max=97ms     p(90)=67µs    p(95)=76µs
     http_req_sending.................: avg=20.36µs  min=0s      med=14µs    max=32.36ms  p(90)=20µs    p(95)=21µs
     http_req_tls_handshaking.........: avg=1.16ms   min=0s      med=0s      max=183.1ms  p(90)=0s      p(95)=0s
     http_req_waiting.................: avg=90.41ms  min=80.85ms med=92.72ms max=542.86ms p(90)=96.77ms p(95)=102.74ms
     http_reqs........................: 12960   215.658713/s
     iteration_duration...............: avg=93.58ms  min=81.05ms med=92.95ms max=1.83s    p(90)=97.54ms p(95)=103.37ms
     iterations.......................: 12953   215.542231/s
     vus..............................: 20      min=20       max=21
     vus_max..........................: 21      min=21       max=21
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Since it's all in one script, this allows for greater collaboration amongst teams and a unified view of the performance metrics from a browser-level and protocol-level perspective.

Get Involved

While k6 browser started off as an extension, as of k6 version 0.43.0, it is now bundled in k6 as an experimental module, and usable without a separate binary or compilation step! We also have further plans to integrate k6 browser in k6 cloud as part of a private beta. We consider browser automation an important part of web application testing, and we have big goals for k6 browser. Our roadmap details essential status updates and our short, mid, and long-term goals.

With that said, we need your help! Since k6 browser is still relatively new, we need help from the community to try out the tool and give us feedback.

Check our GitHub project, read our documentation, and play with the tool. If you find any issues, please raise them on our GitHub project or check out our community forum for additional support.

See Also

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