Clipto: Mac-based AI transcription and knowledge assistant that indexes and searches meetings, interviews, podcasts, lectures, and other audio/video locally on-device. QEval: QEval is an AI contact center quality assurance platform that transcribes and scores customer conversations across voice, chat, email, and SMS against customizable scorecards. This comparison weighs them on pricing, features, and everyday workflow fit.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Clipto when creators and editors transcribing and searching large libraries of footage, podcasts, and interviews matters most, and QEval when real-time compliance monitoring and de-escalation support during live customer calls matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
Mac-based AI transcription and knowledge assistant that indexes and searches meetings, interviews, podcasts, lectures, and other audio/video locally on-device.
QEval is an AI contact center quality assurance platform that transcribes and scores customer conversations across voice, chat, email, and SMS against customizable scorecards.
Clipto is an AI-powered transcription and knowledge assistant built exclusively for Mac that functions as a fully local, searchable media library for audio and video. It transcribes and indexes a range of content including videos, audio files, podcasts, meetings, interviews, and lectures, with automatic transcription, speaker labeling, and AI summaries that condense long recordings. Its standout capability is search: users can run natural-language queries across large volumes of media, jump to exact timecodes for spoken dialogue, and surface people, scenes, and objects across their library. Processing is fully local and works offline with no cloud uploads, which the product positions as a privacy-focused architecture for creators and professionals who manage large media collections. Clipto integrates with creative and storage tools, including Adobe Premiere Pro, Dropbox, Google Drive, NAS, and local folders, and offers auto-tagging to keep footage organized. It targets content creators such as photographers, video editors, filmmakers, agencies, and marketers, but its transcription of meetings and interviews makes it relevant for capturing and revisiting conversations as well. The app is actively operating, requires Apple Silicon Macs with sufficient memory and a recent macOS version, and also offers an iOS app. Free and paid plans are referenced. Pricing varies by plan. Check the official website for current pricing.
Best suited for
QEval, built by Etech Global Services, is an AI-powered contact center quality assurance and performance management platform. It automatically transcribes recorded and live customer interactions across voice, chat, email, and SMS channels, then applies speech analytics, sentiment detection, and topic classification to evaluate every conversation against customizable quality scorecards rather than a small manual sample. Built for contact center QA teams, compliance officers, and operations leaders, it converts interactions into searchable transcripts in near real time, scoring both human and AI agents. QEval includes real-time agent assist that surfaces compliance prompts and de-escalation guidance during live calls, automated PCI/HIPAA/GDPR compliance monitoring with PHI/PII redaction, and coaching workflows with analytics and gamification to drive agent improvement. A flexible scorecard builder supports numeric, weighted, blind, and holistic scoring formats. Distinct from generic LLM wrappers, QEval emphasizes a proprietary multi-expert evaluation architecture, vendor-neutral scoring of third-party AI agents, and a roughly 30-day deployment timeline aimed at enterprise contact centers.
Best suited for
Clipto is a free tier with paid upgrades (freemium); QEval is custom pricing (contact sales). Always confirm current pricing on each vendor's site before buying.
| Feature | Clipto | QEval |
|---|---|---|
| Core capability | On-device AI transcription with no cloud uploads, works offline | Automated transcription of recorded and live calls into searchable text via speech analytics |
| Standout feature | Automatic speaker labeling in transcripts | Customizable quality scorecards (numeric, weighted, blind, and holistic scoring formats) |
| Team usage | One-click AI summaries of long recordings | Evaluation across 100% of voice, chat, email, and SMS interactions instead of manual samples |
| Integrations | Natural-language search across large media libraries with timecode jumping | Real-time agent assist with live compliance prompts and de-escalation guidance |
| Languages & capture | Scene, object, and person recognition across content | Compliance monitoring for PCI, HIPAA, and GDPR with PHI/PII redaction |
| Best-fit workflow | Integrations with Adobe Premiere Pro, Dropbox, Google Drive, NAS, and local folders | Scoring of both human agents and third-party AI agents, plus coaching, analytics, and gamification |
Clipto
Choose Clipto if you need creators and editors transcribing and searching large libraries of footage, podcasts, and interviews — strengths include fully local, offline processing for privacy-conscious users.
QEval
Choose QEval if you need automating quality monitoring and scoring of agent customer interactions at scale — strengths include transcribes and analyzes 100% of interactions across multiple channels rather than a sampled subset.
Clipto
QEval
It depends on your workflow. Clipto is strong for creators and editors transcribing and searching large libraries of footage, podcasts, and interviews, while QEval is strong for automating quality monitoring and scoring of agent customer interactions at scale. Both transcribe and summarize meetings.
Clipto is a free tier with paid upgrades and QEval is custom pricing. 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.
More head-to-head comparisons involving Clipto and QEval.
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