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. Great Question: All-in-one UX research platform combining recruitment, scheduling, and AI analysis of interviews into a connected 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 Great Question when auto-summarizing and tagging interview sessions with ai matters most. Try them side by side on real calls before deciding — needs vary by team.
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.
All-in-one UX research platform combining recruitment, scheduling, and AI analysis of interviews into a connected 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
Great Question is a UX research platform that consolidates participant recruitment, study setup, and AI analysis into a single workflow for product managers, designers, UX researchers, and research operations teams. On the recruitment side it offers access to a large participant panel, the ability to build customer panels from CRM systems, automated screening, eligibility rules, incentive payments, and a research calendar for scheduling one-on-one, collective, or round-robin interviews. For conducting research it supports moderated user interviews, AI-moderated interviews, unmoderated prototype testing with Figma, surveys, card sorting, tree testing, and focus groups, with observer rooms for live team participation. After sessions, Great Question's AI analysis generates summaries, chapters, highlights, and tags, and builds a searchable research repository where transcripts, themes, highlight reels, and insights are connected so teams can query their entire body of research. It offers a wide range of integrations and an MCP that lets users run and analyze research from AI tools, and meets enterprise requirements with SOC 2 Type II, GDPR, and HIPAA compliance. The platform aims to take research from recruitment through synthesis without stitching together multiple tools. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Amical is open source (open source); Great Question is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Amical | Great Question |
|---|---|---|
| Core capability | Local speech-to-text transcription powered by OpenAI Whisper | AI analysis generating summaries, chapters, highlights, and tags from interviews |
| Standout feature | On-device LLM processing via Ollama, with a cloud fallback option | Searchable research repository connecting transcripts, themes, and insights |
| Team usage | Context-aware formatting that adapts tone to the active app (email, chat, IDE, terminal) | Participant recruitment from a large panel plus CRM-based custom panels |
| Integrations | Multi-language and mixed-language dictation support | Scheduling, screening, eligibility rules, and incentive payments |
| Languages & capture | Custom vocabulary for domain-specific terms and configurable hotkeys | Moderated, AI-moderated, and unmoderated study methods including prototype testing |
| Best-fit workflow | Smart voice notes with summaries and task generation (in development) | 50+ integrations plus an MCP for running research from AI tools |
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.
Great Question
Choose Great Question if you need recruiting participants and scheduling user interviews end to end — strengths include handles recruitment, study execution, and analysis in one platform.
Amical
Great Question
It depends on your workflow. Amical is strong for dictating emails, messages, and documents hands-free with app-appropriate formatting, while Great Question is strong for recruiting participants and scheduling user interviews end to end. Both transcribe and summarize meetings.
Amical is open source and Great Question 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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