Great Question and Vibe 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. Vibe: Open-source, cross-platform desktop app that transcribes meeting and interview recordings offline using Whisper, keeping all data on your device. 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 Vibe when transcribing recorded meetings or interviews privately on a laptop 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.
Open-source, cross-platform desktop app that transcribes meeting and interview recordings offline using Whisper, keeping all data on your device.
Great Question is a free tier with paid upgrades (freemium); Vibe is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Great Question | Vibe |
|---|---|---|
| Core capability | AI analysis generating summaries, chapters, highlights, and tags from interviews | Offline transcription powered by OpenAI Whisper (whisper.cpp) |
| Standout feature | Searchable research repository connecting transcripts, themes, and insights | Cross-platform: macOS, Windows, and Linux |
| Team usage | Participant recruitment from a large panel plus CRM-based custom panels | Speaker diarization to separate participants |
| Integrations | Scheduling, screening, eligibility rules, and incentive payments | Multiple export formats (SRT, VTT, TXT, HTML, PDF, JSON, DOCX) |
| Languages & capture | Moderated, AI-moderated, and unmoderated study methods including prototype testing | Command-line interface and HTTP API for automation |
| Best-fit workflow | 50+ integrations plus an MCP for running research from AI tools | GPU acceleration for NVIDIA, AMD, and Intel |
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.
Vibe
Choose Vibe if you need transcribing recorded meetings or interviews privately on a laptop — strengths include free and open source under the mit license.
Great Question
Vibe
It depends on your workflow. Great Question is strong for recruiting participants and scheduling user interviews end to end, while Vibe is strong for transcribing recorded meetings or interviews privately on a laptop. Both transcribe and summarize meetings.
Great Question is a free tier with paid upgrades and Vibe 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.