CleverX: CleverX is an AI-first B2B research platform that runs AI-moderated and human-moderated interviews, surveys, and usability tests with auto-transcription and analysis. MacParakeet: Free, open-source local voice app for Apple Silicon Macs offering on-device meeting recording, live transcripts, dictation, and file transcription powered by NVIDIA Parakeet. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist CleverX when running ai-moderated user interviews at scale with automatic transcription matters most, and MacParakeet when system-wide dictation across applications for privacy-conscious users matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
CleverX is an AI-first B2B research platform that runs AI-moderated and human-moderated interviews, surveys, and usability tests with auto-transcription and analysis.
Free, open-source local voice app for Apple Silicon Macs offering on-device meeting recording, live transcripts, dictation, and file transcription powered by NVIDIA Parakeet.
CleverX is an AI-native research platform that helps product teams, designers, and UX researchers go from question to insight by designing studies, recruiting participants, and analyzing results in one place. It supports multiple methods including AI-moderated interviews, human-moderated 1:1 interviews, moderated and unmoderated usability tests, and surveys. AI moderators with configurable voice, tone, and probing style conduct natural conversations that follow up and probe deeper at scale, with auto-transcription covering every session and AI highlight reels generating chapter-based clips. Human-moderated interviews are run as live video sessions through Google Meet, Zoom, or Teams, with smart scheduling, real-time transcription, and observer rooms. The platform recruits from a pool described as over 8 million verified participants across industries and languages, and surfaces themes, quotes, and reports that export to PDF, DOCX, or CSV. Fraud protection, behavior monitoring, and end-to-end encryption support data reliability. It is aimed at companies needing fast, qualitative and quantitative customer and B2B research.
Best suited for
MacParakeet is a free, open-source voice application for Apple Silicon Macs that runs speech recognition entirely on-device using NVIDIA's Parakeet TDT model via FluidAudio CoreML. Beyond system-wide dictation and file or URL transcription, it includes a meeting recording mode with live transcript preview, in-app note-taking, and export, plus meeting calendar integration through macOS EventKit that can show reminders and optionally auto-start recording. Because all speech recognition runs locally, the project states that audio remains on the device, with no cloud speech-to-text, no required accounts, and opt-out telemetry. It supports around 25 European languages with automatic detection and includes a text cleanup pipeline for filler removal, custom word replacements, and snippet expansion. Optional AI features such as summaries, chat, and text formatting can be enabled through cloud or local providers when the user chooses. Built with Swift and SwiftUI and distributed under the GPL-3.0 license, MacParakeet is actively maintained on GitHub and can be installed via a notarized DMG, a Homebrew cask, or built from source. It is positioned as a privacy-respecting, bot-free option for capturing meetings directly from the Mac. Pricing varies by plan. Check the official website for current pricing.
Best suited for
CleverX is a free tier with paid upgrades (freemium); MacParakeet is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | CleverX | MacParakeet |
|---|---|---|
| Core capability | AI-moderated interviews with configurable voice, tone, and adaptive probing follow-ups | On-device meeting recording with live transcript preview and note-taking |
| Standout feature | Auto-transcription and real-time transcription of interview sessions | Meeting calendar integration via macOS EventKit with optional auto-start |
| Team usage | AI highlight reels that generate chapter-based clips from each interview | System-wide dictation with hotkey and push-to-talk modes |
| Integrations | Human-moderated live 1:1 video interviews via Google Meet, Zoom, or Teams | File and URL transcription on the device |
| Languages & capture | Participant recruitment from a large pool of verified professionals | Local NVIDIA Parakeet TDT speech recognition with no cloud STT |
| Best-fit workflow | Automated analysis surfacing themes and quotes, exportable as PDF, DOCX, or CSV | Text cleanup pipeline including filler removal and custom replacements |
CleverX
Choose CleverX if you need running ai-moderated user interviews at scale with automatic transcription — strengths include combines recruitment, interviewing, transcription, and analysis in a single platform.
MacParakeet
Choose MacParakeet if you need capturing and transcribing meetings locally on a mac without a bot — strengths include free and open source with on-device speech recognition.
CleverX
MacParakeet
It depends on your workflow. CleverX is strong for running ai-moderated user interviews at scale with automatic transcription, while MacParakeet is strong for capturing and transcribing meetings locally on a mac without a bot. Both transcribe and summarize meetings.
CleverX is a free tier with paid upgrades and MacParakeet 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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