API and performance testing

By the Composal team
Sources reviewed

Composal vs Grafana k6

k6 measures system performance under load and can assert response correctness and thresholds. Composal checks user-facing web outcomes in browser runs; it is not a load generator or a performance-testing replacement.

Two workflows, side by side

Composal

Composal sends AI browser agents to use your running web app and check the outcomes you care about. Define journeys as plain-English Scenarios, map existing flows with Discovery, or explore for bugs with Deep Scan. Runs keep recordings and reproduction steps so your team or coding agent can investigate a Finding.

Verify documentation →

Grafana k6

Scriptable load and performance testing

Grafana k6 is an open-source load-testing tool with JavaScript or TypeScript test scripts and local or cloud execution options.

Read Grafana k6's product documentation ↗

Where each fits

Choose k6 when the team needs repeatable, scriptable load tests and performance thresholds for APIs or services. Choose Composal when you need an independent browser QA pass over a preview, saved journey, or exploratory workflow.

Try this evaluation

Use a representative API-backed journey.

Coverage
Which user outcomes must this release prove, and which specialist checks must stay in your existing stack?
Setup
Who prepares accounts, test data, permissions and access to the deployment being tested?
Evidence
Can the engineer reproduce a reported failure from the recording and steps, without asking the tester to investigate again?
Ownership
Who updates the checks when the product changes, and can the team review what a passing result actually proves?

Sources and scope

Prepared by Composal with AI-assisted research using the linked first-party product pages and documentation. These are workflow comparisons, not independent benchmarks or an exhaustive feature inventory. A documented capability is not a guarantee for every plan or environment; validate your own requirements in a trial.

No comparative speed, price or accuracy score is claimed here. Product names belong to their respective owners.

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