Hubble vs Test IO

Hubble is an AI-powered user research platform for exploring customer needs, testing designs, and collecting feedback. It is aimed at UX teams and combines recruiting, planning, launching, analysis, and sharing in one workspace. Research options include moderated and unmoderated studies, AI-moderated research, surveys, in-product surveys, and diary and concept studies. In unmoderated tests, participants can work on prototypes or live websites on their own time, while researchers review recordings and feedback. Hubble says its AI can tag interview transcripts, identify recurring themes, and synthesize findings. Its research assistant can help build studies, conduct interviews, and analyze feedback; users approve changes or suggestions during research planning. Named panel providers include Respondent, User Interviews, and Cint, with Prolific coming soon. Participant tools include screening, scheduling, incentives, and consent documents. Hubble lists Figma integration and web and mobile SDKs for embedding surveys. The Free plan costs nothing and includes one seat and 10 responses per month. Pro costs $120 a month per seat, billed monthly, with up to three seats.

Test IO provides crowdtesting services to companies through a SaaS platform and a community of professional testers. A customer can submit a mobile app or share a website URL, then schedule a test or start one immediately and review bug reports with screenshots and videos. Testing covers exploratory, functional, regression, accessibility, localization, payment, user story, mobile, and test automation work. Testers evaluate products on real devices, operating systems, and browsers in production-like settings; the service says first results can arrive within an hour. Testers must qualify to join and are continuously evaluated, and they sign non-disclosure agreements with Test IO; customers can also require an agreement. Tests can be started or scheduled through the API, and listed integrations include Jira, Azure DevOps, GitHub, Jenkins, TestRail, and CircleCI, among others. Customers have a dedicated customer success manager reachable by phone, chat, email, or Slack. Test IO is a paid service with custom packages; the pricing note says from €749, and a free tryout is offered without a stated duration.