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
From $199 per month (indicative, per user)
Free tierFrom $29 per user/month (indicative)
Free tierWhat drives the bill
The metric that actually scales your invoice.
Annual plans reduce the effective monthly rate substantially; recruitment is separate.
Priced per contributor; viewers are often cheaper or free depending on plan.
Free tier
Free plan with limited participants per study.
Free plan for individuals with limited projects.
Open source
Self-hostable
No-code authoring
Languages
Platforms
Fits teams
Adoption
Established
Optimal Workshop · since 2008
Established
Dovetail · since 2017
Strengths
Limitations
Best for
Teams restructuring navigation, taxonomy or content on a large site.
Organisations running enough research that findings get lost.
All of these integrate with: Slack, Figma.
Pricing last reviewed August 2026 and is indicative only — confirm on each vendor’s own page.