Feature checklists rarely decide anything. What decides it is the pricing metric, who has to write the tests, and which limitation you can live with.
Entry price
Free and open source
Open sourceFree and open source
Open sourceWhat drives the bill
The metric that actually scales your invoice.
Free and open source. You pay in engineering time and CI minutes.
Free and open source. You pay in engineering time and CI minutes.
Free tier
Everything, self-hosted
Everything, self-hosted
Open source
MIT
MIT
Self-hostable
No-code authoring
Languages
Platforms
Fits teams
Adoption
Category standard
OSS community · since 2018
Category standard
pytest-dev · since 2004
Strengths
Limitations
Best for
Any front-end team writing component tests, regardless of framework.
Essentially every Python project.
All of these integrate with: Playwright.
Pricing last reviewed August 2026 and is indicative only — confirm on each vendor’s own page.