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. Jamworks: AI note-taking and captioning tool that turns lectures and meetings into transcripts, summaries, captions and interactive study aids. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Amical when dictating emails, messages, and documents hands-free with app-appropriate formatting matters most, and Jamworks when generating summaries and flashcards from recorded classes 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 note-taking and captioning tool that turns lectures and meetings into transcripts, summaries, captions and interactive study aids.
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
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
Amical is open source (open source); Jamworks is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Amical | Jamworks |
|---|---|---|
| Core capability | Local speech-to-text transcription powered by OpenAI Whisper | Live captioning and word-for-word transcripts with speaker titles |
| Standout feature | On-device LLM processing via Ollama, with a cloud fallback option | AI summaries and automatic chaptering of lectures and meetings |
| Team usage | Context-aware formatting that adapts tone to the active app (email, chat, IDE, terminal) | Note enhancement that refines a user's own notes using the transcript |
| Integrations | Multi-language and mixed-language dictation support | JamAI personal tutor that answers questions using session transcripts in many languages |
| Languages & capture | Custom vocabulary for domain-specific terms and configurable hotkeys | Interactive flashcards and quiz-style study modes generated from content |
| Best-fit workflow | Smart voice notes with summaries and task generation (in development) | Captioned video clips and audio chapters for review |
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.
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.
Amical
Jamworks
It depends on your workflow. Amical is strong for dictating emails, messages, and documents hands-free with app-appropriate formatting, while Jamworks is strong for capturing and captioning university lectures for later study. Both transcribe and summarize meetings.
Amical is open source and Jamworks is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
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