Aiko: On-device AI transcription app for Mac, iOS, and visionOS that converts lecture and meeting audio to text privately. Looppanel: AI research assistant that records, transcribes and auto-notes user interviews and calls, then organizes insights in a research repository. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Aiko when transcribing recorded lectures into searchable text for studying matters most, and Looppanel when running thematic and sentiment analysis across research calls matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
On-device AI transcription app for Mac, iOS, and visionOS that converts lecture and meeting audio to text privately.
AI research assistant that records, transcribes and auto-notes user interviews and calls, then organizes insights in a research repository.
Aiko is a native transcription app for macOS, iOS, and visionOS, developed by Sindre Sorhus, that converts speech to text from meetings, lectures, and recordings entirely on-device. It uses OpenAI's Whisper model running locally, so audio never leaves the user's device, which makes it appealing for students and professionals with privacy requirements. Aiko transcribes both audio and video files in common formats such as .m4a, .wav, .mp3, .mp4, and .mov, and supports around 100 languages. Transcriptions can be exported in multiple formats, including JSON, CSV, and SRT subtitles, and the app includes a word-replacement feature to automatically correct recurring errors. It also integrates with Apple Shortcuts for automation workflows. Because Aiko prioritizes accuracy over speed, it does not perform live transcription while recording and currently does not include speaker detection, so it is best for transcribing recorded lectures, interviews, and meetings after the fact. The app is offered as a Universal Purchase with a free trial via TestFlight, making it a low-cost, privacy-first option for turning lecture and meeting recordings into searchable text. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Looppanel is an AI research and meeting assistant built for user interviews, usability tests and research calls. Its AI note-taker records or ingests interview recordings, transcribes the conversation, and automatically generates structured notes, quotes and summaries so researchers do not have to take notes manually during a session. The platform supports transcription in several languages and keeps recordings private without human access. Beyond transcription and notes, Looppanel adds an analysis layer: it performs AI thematic analysis to surface patterns across conversations, supports AI-assisted tagging tied to a discussion guide or emerging themes, runs sentiment analysis, and highlights important moments. Researchers can trace every insight back to the source recording, edit tags, search across projects, and share actionable video clips, with all findings collected in a central research repository for stakeholders. It also works with other data types such as survey responses and documents. Looppanel is aimed at UX researchers, product managers and design teams who run many interviews and need to turn recorded qualitative conversations into transcripts, notes and shareable insights faster than analyzing them by hand. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Aiko is a free tier with paid upgrades (freemium); Looppanel is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Aiko | Looppanel |
|---|---|---|
| Core capability | Fully on-device transcription powered by a local Whisper model | AI note-taker that records and auto-generates notes from interviews and calls |
| Standout feature | Support for roughly 100 languages | Transcription with support for multiple languages |
| Team usage | Transcription of audio and video files in formats like m4a, wav, mp3, mp4, and mov | AI thematic analysis to surface patterns across conversations |
| Integrations | Export to multiple formats including JSON, CSV, and SRT subtitles | AI-assisted tagging based on discussion guides and emerging themes |
| Languages & capture | Word-replacement feature to auto-correct common errors | Sentiment analysis and automatic highlighting of key moments |
| Best-fit workflow | Apple Shortcuts integration and Universal Purchase across Mac, iOS, and visionOS | Shareable video clips and traceable links back to source recordings |
Aiko
Choose Aiko if you need transcribing recorded lectures into searchable text for studying — strengths include strong privacy because nothing leaves the device.
Looppanel
Choose Looppanel if you need transcribing and auto-noting user interviews and usability tests — strengths include purpose-built for interview transcription plus downstream qualitative analysis.
Aiko
Looppanel
It depends on your workflow. Aiko is strong for transcribing recorded lectures into searchable text for studying, while Looppanel is strong for transcribing and auto-noting user interviews and usability tests. Both transcribe and summarize meetings.
Aiko is a free tier with paid upgrades and Looppanel 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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