Aiko: On-device AI transcription app for Mac, iOS, and visionOS that converts lecture and meeting audio to text privately. Jamworks: AI note-taking and captioning tool that turns lectures and meetings into transcripts, summaries, captions and interactive study aids. This comparison weighs them on pricing, features, and everyday workflow fit.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Aiko when transcribing recorded lectures into searchable text for studying matters most, and Jamworks when generating summaries and flashcards from recorded classes 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 note-taking and captioning tool that turns lectures and meetings into transcripts, summaries, captions and interactive study aids.
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
Jamworks is an AI-powered note-taking application focused on lectures, classes and meetings, with a strong emphasis on accessibility for students and educational institutions. It records or ingests spoken sessions and produces live captions and word-for-word transcripts with speaker titles, while automatically enhancing a user's own typed or handwritten notes using the lecture transcript. From each recording Jamworks generates AI summaries and highlights, breaks long sessions into digestible chapters, and lets users review content as captioned video clips, audio chapters and full transcripts. A built-in personal AI tutor, JamAI, uses the transcript of each session as reference material so learners can ask follow-up questions and get explanations on demand in many languages, and the tool can turn highlights into interactive flashcards and quiz-style study modes. Jamworks supports transcription and learning features across a range of languages and is designed with accessibility in mind, including screen-reader compatibility and standards-based compliance, making it especially useful for neurodivergent and disabled students. It works across mobile, tablet, laptop and web and integrates with major learning management systems, serving students, universities and other learners who need to capture and revisit spoken material. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Aiko is a free tier with paid upgrades (freemium); Jamworks is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Aiko | Jamworks |
|---|---|---|
| Core capability | Fully on-device transcription powered by a local Whisper model | Live captioning and word-for-word transcripts with speaker titles |
| Standout feature | Support for roughly 100 languages | AI summaries and automatic chaptering of lectures and meetings |
| Team usage | Transcription of audio and video files in formats like m4a, wav, mp3, mp4, and mov | Note enhancement that refines a user's own notes using the transcript |
| Integrations | Export to multiple formats including JSON, CSV, and SRT subtitles | JamAI personal tutor that answers questions using session transcripts in many languages |
| Languages & capture | Word-replacement feature to auto-correct common errors | Interactive flashcards and quiz-style study modes generated from content |
| Best-fit workflow | Apple Shortcuts integration and Universal Purchase across Mac, iOS, and visionOS | Captioned video clips and audio chapters for review |
Aiko
Choose Aiko if you need transcribing recorded lectures into searchable text for studying — strengths include strong privacy because nothing leaves the device.
Jamworks
Choose Jamworks if you need capturing and captioning university lectures for later study — strengths include strong accessibility focus suited to neurodivergent and disabled learners.
Aiko
Jamworks
It depends on your workflow. Aiko is strong for transcribing recorded lectures into searchable text for studying, while Jamworks is strong for capturing and captioning university lectures for later study. Both transcribe and summarize meetings.
Aiko is a free tier with paid upgrades and Jamworks 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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