Amical: Amical is an open-source, local-first AI dictation and voice-notes app that transcribes speech to text on your own machine using Whisper and open-source LLMs. Looppanel: AI research assistant that records, transcribes and auto-notes user interviews and calls, then organizes insights in a research repository. Below, they line up on price, capture method, and how each fits a real meeting stack.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Amical when dictating emails, messages, and documents hands-free with app-appropriate formatting matters most, and Looppanel when running thematic and sentiment analysis across research calls matters most. Run both through a week of actual calls to see which suits your workflow.
Amical is an open-source, local-first AI dictation and voice-notes app that transcribes speech to text on your own machine using Whisper and open-source LLMs.
AI research assistant that records, transcribes and auto-notes user interviews and calls, then organizes insights in a research repository.
Amical is an open-source, MIT-licensed AI dictation application that turns speech into formatted text directly on your device. It runs OpenAI's Whisper for speech recognition locally and uses open-source LLMs (via Ollama) for intelligent processing, so dictation can work offline once a local model is set up; for machines that can't handle local inference, it offers a cloud fallback. Built with Electron and TypeScript, it runs on Mac and Windows as a desktop app with a floating widget interface and configurable hotkeys. Its standout feature is context-aware formatting: it detects the active application and adapts tone and structure accordingly, producing professional text in email, casual phrasing in chat apps, or prompt and command-style output in IDEs and terminals. It supports many languages plus mixed-language dictation, and custom vocabulary for domain-specific terms. Beyond dictation, it is adding smart voice notes with summaries and task generation. It targets privacy-conscious writers, developers, and professionals wanting a free alternative to paid dictation tools.
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
Amical is open source (open source); Looppanel is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Amical | Looppanel |
|---|---|---|
| Core capability | Local speech-to-text transcription powered by OpenAI Whisper | AI note-taker that records and auto-generates notes from interviews and calls |
| Standout feature | On-device LLM processing via Ollama, with a cloud fallback option | Transcription with support for multiple languages |
| Team usage | Context-aware formatting that adapts tone to the active app (email, chat, IDE, terminal) | AI thematic analysis to surface patterns across conversations |
| Integrations | Multi-language and mixed-language dictation support | AI-assisted tagging based on discussion guides and emerging themes |
| Languages & capture | Custom vocabulary for domain-specific terms and configurable hotkeys | Sentiment analysis and automatic highlighting of key moments |
| Best-fit workflow | Smart voice notes with summaries and task generation (in development) | Shareable video clips and traceable links back to source recordings |
Amical
Choose Amical if you need dictating emails, messages, and documents hands-free with app-appropriate formatting — strengths include fully open source (mit) and actively maintained with frequent releases.
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.
Amical
Looppanel
It depends on your workflow. Amical is strong for dictating emails, messages, and documents hands-free with app-appropriate formatting, while Looppanel is strong for transcribing and auto-noting user interviews and usability tests. Both transcribe and summarize meetings.
Amical is open source and Looppanel is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Sure. Running both makes sense when their strengths don't overlap and the budget allows.
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