Aiko: On-device AI transcription app for Mac, iOS, and visionOS that converts lecture and meeting audio to text privately. User Evaluation: AI research workspace that transcribes interviews in dozens of languages and turns them into cited insights, clips, charts, and reports. 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 User Evaluation when generating cited insight reports, clips, and presentation decks matters most. Run both through a week of actual calls to see which suits your workflow.
On-device AI transcription app for Mac, iOS, and visionOS that converts lecture and meeting audio to text privately.
AI research workspace that transcribes interviews in dozens of languages and turns them into cited insights, clips, charts, and reports.
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
User Evaluation is an AI-powered research platform that automates user and customer research workflows, from recruiting participants and conducting interviews to analyzing findings, within a single workspace. It transcribes audio and video in dozens of languages with speaker labels and custom vocabulary, and processes multimodal inputs including audio, video, text, PDF, and CSV. Its AI analysis uses an agentic chat with a set of tools that cite evidence as it generates insights, identifying pain points, delighters, and themes, automatically tagging mentions, and creating visual summaries. The platform turns research into shareable outputs such as video clips saved as MP4 files, charts including bar, pie, and flow diagrams, editable reports exportable to PDF or DOCX, and presentation decks with native PPTX export. Workflow tools include interview scheduling and recording, live note-taking during sessions, survey creation with both fixed and adaptive chat-style follow-ups, and Kanban-style collections for organizing insights. User Evaluation offers a free tier to start along with paid plans that add capabilities such as white-labeling and SSO. By combining multilingual transcription, evidence-cited AI analysis, and rich exportable outputs, it aims to compress hours of research into customer insight quickly. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Aiko is a free tier with paid upgrades (freemium); User Evaluation is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Aiko | User Evaluation |
|---|---|---|
| Core capability | Fully on-device transcription powered by a local Whisper model | Transcription in dozens of languages with speaker labels and custom vocabulary |
| Standout feature | Support for roughly 100 languages | Multimodal input support for audio, video, text, PDF, and CSV |
| Team usage | Transcription of audio and video files in formats like m4a, wav, mp3, mp4, and mov | Agentic AI chat that cites evidence and identifies pain points and themes |
| Integrations | Export to multiple formats including JSON, CSV, and SRT subtitles | Automatic tagging of mentions and visual summaries |
| Languages & capture | Word-replacement feature to auto-correct common errors | Exportable outputs: MP4 clips, charts, PDF/DOCX reports, and PPTX decks |
| Best-fit workflow | Apple Shortcuts integration and Universal Purchase across Mac, iOS, and visionOS | Interview scheduling, recording, and live note-taking |
Aiko
Choose Aiko if you need transcribing recorded lectures into searchable text for studying — strengths include strong privacy because nothing leaves the device.
User Evaluation
Choose User Evaluation if you need transcribing and analyzing multilingual research interviews — strengths include evidence-cited ai analysis keeps insights traceable to sources.
Aiko
User Evaluation
It depends on your workflow. Aiko is strong for transcribing recorded lectures into searchable text for studying, while User Evaluation is strong for transcribing and analyzing multilingual research interviews. Both transcribe and summarize meetings.
Aiko is a free tier with paid upgrades and User Evaluation is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Often yes: teams combine tools when one handles capture and another handles analysis.
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