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. UserCall: AI-moderated voice user interview tool that runs qualitative discovery calls and turns transcripts into evidence-linked themes. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Amical when dictating emails, messages, and documents hands-free with app-appropriate formatting matters most, and UserCall when triggering qualitative interviews after key in-product events 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-moderated voice user interview tool that runs qualitative discovery calls and turns transcripts into evidence-linked themes.
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
UserCall is a qualitative research platform centered on AI-moderated voice (and text) user interviews. Researchers create a custom AI interviewer link, and the AI conducts structured one-to-one conversations using qualitative research best practices, asking adaptive follow-up questions to probe for depth that surveys typically miss. Sessions can run from a few minutes up to around 45 minutes and support 30-plus languages with customizable voices, with AI-powered translation and moderation for reaching global audiences. Interviews can be triggered automatically after key product moments such as signup, onboarding friction, upgrade hesitation, feature adoption, cancellation, or checkout abandonment, and the platform connects with analytics tools including PostHog, GA4, Mixpanel, Amplitude, and Segment. On the analysis side, UserCall converts interview transcripts into organized theme hierarchies with tagged excerpts, links conclusions back to supporting quotes, and offers an AI chat for custom exploration and pattern detection across the collected data. It is positioned for continuous discovery, voice-of-customer programs, and large-scale qualitative studies where scheduling many human-moderated sessions would be impractical. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Amical is open source (open source); UserCall is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Amical | UserCall |
|---|---|---|
| Core capability | Local speech-to-text transcription powered by OpenAI Whisper | AI-moderated voice and text interviews via shareable interviewer links |
| Standout feature | On-device LLM processing via Ollama, with a cloud fallback option | Adaptive follow-up questioning trained on qualitative research practices |
| Team usage | Context-aware formatting that adapts tone to the active app (email, chat, IDE, terminal) | Event-triggered interviews tied to product moments (signup, cancellation, etc.) |
| Integrations | Multi-language and mixed-language dictation support | Theme hierarchies with tagged, quote-linked excerpts from transcripts |
| Languages & capture | Custom vocabulary for domain-specific terms and configurable hotkeys | AI chat for custom exploration and pattern detection across data |
| Best-fit workflow | Smart voice notes with summaries and task generation (in development) | Support for 30+ languages with AI translation and moderation |
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.
UserCall
Choose UserCall if you need continuous product discovery and voice-of-customer programs — strengths include captures deeper qualitative context than static surveys without live scheduling.
Amical
UserCall
It depends on your workflow. Amical is strong for dictating emails, messages, and documents hands-free with app-appropriate formatting, while UserCall is strong for continuous product discovery and voice-of-customer programs. Both transcribe and summarize meetings.
Amical is open source and UserCall 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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