Great Question and OpenTranscribe are both AI meeting assistants for recording, transcription, and summaries, compared here on pricing, features, and workflow fit. Great Question: All-in-one UX research platform combining recruitment, scheduling, and AI analysis of interviews into a connected research repository. OpenTranscribe: Self-hosted, containerized web app for transcribing and analyzing audio/video with WhisperX, speaker diarization, search, and collaboration. They overlap on ai-meeting-assistants, so the right pick depends on team size, budget, and which meeting workflows you automate.
How Hosiqo compares and tests toolsFinal recommendation
For ai-meeting-assistants workflows, shortlist Great Question when recruiting participants and scheduling user interviews end to end matters most, and OpenTranscribe when teams self-hosting a searchable archive of transcribed meeting and media recordings matters most. Both record across Zoom, Google Meet, and Microsoft Teams; trial each on real meetings before committing.
All-in-one UX research platform combining recruitment, scheduling, and AI analysis of interviews into a connected research repository.
Self-hosted, containerized web app for transcribing and analyzing audio/video with WhisperX, speaker diarization, search, and collaboration.
Great Question is a free tier with paid upgrades (freemium); OpenTranscribe is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Great Question | OpenTranscribe |
|---|---|---|
| Core capability | AI analysis generating summaries, chapters, highlights, and tags from interviews | WhisperX transcription with large-v3-turbo and 100+ language support |
| Standout feature | Searchable research repository connecting transcripts, themes, and insights | Automatic speaker diarization via PyAnnote v4 with overlap detection |
| Team usage | Participant recruitment from a large panel plus CRM-based custom panels | Full-text search and filtering powered by OpenSearch |
| Integrations | Scheduling, screening, eligibility rules, and incentive payments | AI summarization, topic extraction, and content analysis via multiple LLM providers |
| Languages & capture | Moderated, AI-moderated, and unmoderated study methods including prototype testing | Time-stamped comments for collaboration and annotation |
| Best-fit workflow | 50+ integrations plus an MCP for running research from AI tools | Auto-import from local folders, S3, and SMB shares |
Great Question
Choose Great Question if you need recruiting participants and scheduling user interviews end to end — strengths include handles recruitment, study execution, and analysis in one platform.
OpenTranscribe
Choose OpenTranscribe if you need teams self-hosting a searchable archive of transcribed meeting and media recordings — strengths include fully self-hosted web app with a complete transcription-and-analysis stack.
Great Question
OpenTranscribe
It depends on your workflow. Great Question is strong for recruiting participants and scheduling user interviews end to end, while OpenTranscribe is strong for teams self-hosting a searchable archive of transcribed meeting and media recordings. Both transcribe and summarize meetings.
Great Question is a free tier with paid upgrades and OpenTranscribe is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary and the budget is justified.