Anarlog: Open-source, local-first AI meeting notepad (formerly Hyprnote) by Fastrepl that records and summarizes private meetings on your own device with no bot. UserBit: UserBit is a qualitative UX research platform that transcribes user-interview recordings and helps teams organize, tag, and analyze research data in one repository. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Anarlog when engineers and developers wanting private, bot-free meeting notes matters most, and UserBit when tagging and coding interview transcripts to synthesize insights across a study matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
Open-source, local-first AI meeting notepad (formerly Hyprnote) by Fastrepl that records and summarizes private meetings on your own device with no bot.
UserBit is a qualitative UX research platform that transcribes user-interview recordings and helps teams organize, tag, and analyze research data in one repository.
Anarlog is an open-source, local-first AI meeting notetaker developed by Fastrepl, Inc., the team behind the project previously known as Hyprnote and Char. It is positioned as an open-source alternative to cloud meeting-notes tools and is designed for people who want to keep meeting data under their own control. Instead of sending a bot into a call, Anarlog captures system audio directly on the user's computer, transcribes it locally, and merges the transcript with short notes the user jots down during the meeting to produce structured, editable summaries with action items. Audio, transcripts, and notes are stored as files on the local disk rather than in an external service, and users can choose between running local AI models or supplying their own API keys for cloud processing. The application is available for Apple Silicon Macs and its codebase is published on GitHub under a GPL license, so it can be inspected, forked, and self-hosted. Anarlog is best for engineers, privacy-conscious professionals, and teams that want bot-free meeting notes with full ownership of their data. Pricing varies by plan. Check the official website for current pricing.
Best suited for
UserBit is a qualitative user-research platform for product, design, and UX teams, agencies, and freelancers. Users upload audio or video recordings of user interviews, and UserBit's AI generates transcripts in many languages, automatically splitting the text by speaker. A companion video player stays synced to the transcript, so scrolling the text moves the recording and clicking the video seek bar jumps to the matching words. Researchers can add custom vocabulary to improve accuracy and edit transcripts inline. Beyond transcription, the platform manages interview participants, questions, and responses, and lets teams capture qualitative notes and files. Tagging a portion of a transcript automatically creates a video clip of that moment, and a taxonomy/coding system supports synthesis. Analysis tools include charts and correlation maps to surface insights, and UserBit also offers journey-mapping and persona-building modules. It is web-based and centralizes the full research workflow from raw interviews to shareable findings in a single repository.
Best suited for
Anarlog is a free tier with paid upgrades (freemium); UserBit is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Anarlog | UserBit |
|---|---|---|
| Core capability | Bot-free capture via local system-audio recording | AI transcription of uploaded interview audio/video with automatic speaker separation |
| Standout feature | Local transcription with notes merged into structured summaries | Video player synced to the transcript for analysis |
| Team usage | Data stored as files on the user's own device | Tagging that auto-generates video clips, plus taxonomy and coding for synthesis |
| Integrations | Choice of local AI models or bring-your-own API keys | Interview participant, question, and response management |
| Languages & capture | Open-source codebase available on GitHub | Qualitative notes and file organization in a central repository |
| Best-fit workflow | Action-item extraction from meeting notes | Insight analysis tools including charts and correlation maps, plus journey maps and personas |
Anarlog
Choose Anarlog if you need engineers and developers wanting private, bot-free meeting notes — strengths include open source with a publicly available codebase.
UserBit
Choose UserBit if you need transcribing and analyzing recorded user interviews for ux and product research — strengths include combines transcription with full qualitative-research workflow (tagging, coding, analysis) in one place.
Anarlog
UserBit
It depends on your workflow. Anarlog is strong for engineers and developers wanting private, bot-free meeting notes, while UserBit is strong for transcribing and analyzing recorded user interviews for ux and product research. Both transcribe and summarize meetings.
Anarlog is a free tier with paid upgrades and UserBit is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
You can — some teams pair them when each covers a different part of the meeting workflow.
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