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Dynatrace integration for BrowserStack Load Testing

Learn how to send BrowserStack Load Testing metrics and events to Dynatrace so you can correlate load-test traffic with application and infrastructure performance.

Use this guide to connect BrowserStack Load Testing with Dynatrace so that you can correlate test activity with backend performance, infrastructure health, and user experience in a single place.

Prerequisites

Before you enable the Dynatrace integration, make ensure you have:

  • Dynatrace environment: A Dynatrace SaaS or Managed environment that can receive metrics over the v2 metrics ingest API.
  • Dynatrace platform token: A platform token created for a user or service account that has write access to metrics and events (for example, Storage: metrics: write and Storage: events: write). For details, see the Dynatrace platform token documentation.
  • BrowserStack Load Testing account: Access to BrowserStack Load Testing with permission to configure integrations for your organization.
  • Network access: Outbound access from BrowserStack infrastructure to your Dynatrace metrics ingest endpoint.

Sending BrowserStack Load Testing metrics to Dynatrace consumes custom metrics in your Dynatrace account. Before you enable the integration for large or long-running tests, review your Dynatrace licensing and metric quotas so you do not exceed your metric limits.

Integration overview

BrowserStack Load Testing streams metrics and events to your Dynatrace environment so you can analyze how your systems behave under load.

For an overview of all APM options, see Application Performance Monitoring integration.

Core capabilities:

  • Metric streaming: BrowserStack aggregates performance data into short time buckets and pushes it to Dynatrace over HTTPS.
  • Virtual user metrics: Track how many virtual users (VUs) are active, how long tests run, and how many requests they generate.
  • Error and latency metrics: Monitor error rates and response-time percentiles to identify performance regressions.
  • Browser metrics: For browser-based load tests, capture core web vitals such as LCP, FCP, CLS, and INP.
  • Dimensions and tags: Each metric includes dimensions (for example, project name, test name, scenario, and region) so that you can slice and filter results inside Dynatrace.

Generate a Dynatrace platform token

Use a Dynatrace platform token so that BrowserStack can authenticate against the Dynatrace metrics ingest API.

Follow these steps in your Dynatrace environment:

Open Dynatrace platform tokens

  1. Sign in to your Dynatrace environment.
  2. Open the Platform tokens page in your Dynatrace environment. For navigation details, see the Dynatrace platform token documentation.

Create a platform token

  1. Click Generate new token.
  2. Enter a descriptive name, such as browserstack-load-testing.
  3. Ensure that the user or service account for this token has write permissions for metrics and events (for example, Storage: metrics: write and Storage: events: write).
  4. (Optional) Add any additional permissions required by your organization, such as access for dashboards if you plan to automate dashboard creation.

Save and secure the platform token

  1. Click Generate and copy the platform token value.
  2. Store the platform token in a secure location such as a secrets manager or CI/CD secret, and expose it to BrowserStack as an environment variable (for example, DYNATRACE_API_TOKEN).
  3. Verify that you do not commit the raw platform token to source control or share it in logs or screenshots.
  4. Use this environment variable (for example, DYNATRACE_API_TOKEN) when you configure Dynatrace under the apm block in browserstack-load.yml.

After you generate the token, store it securely. You can reference it in your BrowserStack Load Testing configuration through an environment variable.

Supported metrics and dimensions

BrowserStack Load Testing sends the following metrics to Dynatrace.

Metric name Description
browserstack.vu.max Maximum number of virtual users (VUs) reached during the test.
browserstack.vu.started Total number of VUs that started successfully.
browserstack.vu.ended Total number of VUs that completed or were stopped.
browserstack.test.duration Total test execution time, in seconds.
browserstack.requests.total Total number of HTTP requests generated during the test.
browserstack.requests.rate.avg Average request rate, in requests per second.
browserstack.errors.percentage Percentage of failed requests during the test window.
browserstack.response.time.avg Average response time across all requests, in milliseconds.
browserstack.response.time.p90 90th percentile response time, in milliseconds.
browserstack.response.time.p95 95th percentile response time, in milliseconds.
browserstack.response.time.p99 99th percentile response time, in milliseconds.
browserstack.response.time.max Maximum response time observed, in milliseconds.
browserstack.response.time.min Minimum response time observed, in milliseconds.
browserstack.browser.lcp Largest Contentful Paint, in seconds, for browser-based load tests.
browserstack.browser.fcp First Contentful Paint, in seconds, for browser-based load tests.
browserstack.browser.ttfb Time to First Byte, in milliseconds, for browser-based load tests.
browserstack.browser.inp Interaction to Next Paint latency, in milliseconds, for browser-based load tests.
browserstack.browser.cls Cumulative Layout Shift score for browser-based load tests.
browserstack.browser.network.calls.total Total number of browser network calls recorded during the test window.

Dimensions

Every metric sent to Dynatrace includes dimensions that help you filter and group data.

Dimension key Description
browserstack.executorName User who has triggered the test.
browserstack.region Load zone or region (for example, us-east-1, eu-west-2) generating the traffic.

Use these dimensions to build focused charts and dashboards.

Lifecycle events

In addition to metrics, BrowserStack Load Testing can send lifecycle events to Dynatrace so you can align spikes or drops in performance with changes in test state.

Typical events include:

  • Test initialized: Marks the setup phase and environment preparation.
  • Test running: Marks the start of the main load window.
  • Ramp up started / ramp down started: Indicates changes in active VUs.
  • Test completed / passed / failed: Reports the final status and outcome of the test.
  • Test timed out: Indicates that the test did not finish gracefully within the configured duration.

You can use these events as annotations on Dynatrace charts or in dashboards to understand what was happening during a particular time range.

Configure Dynatrace from the CLI

You configure Dynatrace integration in the browserstack-load.yml file. The following example shows a minimal configuration that enables Dynatrace and sends metrics to the v2 ingest endpoint.

browserstack-load.yml
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This configuration lives under the top-level integrations block in browserstack-load.yml alongside any other APM tools you configure.

Best practices:

  • Store the Dynatrace platform token (the apiToken value) in an environment variable (for example, DYNATRACE_API_TOKEN) instead of hard-coding it in the YAML file.
  • Make sure that the Dynatrace endpoint URL and token match the region and account where you want to receive load-test data.

Next steps

After you save your changes to browserstack-load.yml, run your load test from the CLI or dashboard. When the test completes, open Dynatrace and search for the configured metric names and dimensions to validate that data is flowing correctly. Then build dashboards and alerts based on the metrics that matter most to your team.

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