Gistly: Gistly is an AI conversation intelligence platform that transcribes and audits 100% of contact-center calls for quality assurance and compliance, with native Indic code-switching analysis. noScribe: Free, open-source desktop transcriber that runs Whisper and pyannote fully locally with speaker identification and a synchronized editor. 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 Gistly when contact centers auditing 100% of agent calls for qa scoring and coaching matters most, and noScribe when journalists generating diarized transcripts of recorded conversations matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
Gistly is an AI conversation intelligence platform that transcribes and audits 100% of contact-center calls for quality assurance and compliance, with native Indic code-switching analysis.
Free, open-source desktop transcriber that runs Whisper and pyannote fully locally with speaker identification and a synchronized editor.
Gistly is an AI conversation intelligence platform built for contact centers and BPOs that handle sales, support, and collections calls. It transcribes calls in 100+ languages with speaker identification and business-vocabulary tuning, then runs automated QA scoring against custom scorecards so teams can audit every conversation instead of sampling a handful. The platform surfaces time-stamped compliance flags, quality flags, sentiment and objection analysis, and AI call summaries tied to outcomes, plus real-time agent coaching and analytics. A distinguishing feature is its handling of multilingual and Indic code-switching audio, following conversations that mix Hindi, Tamil, Telugu, and other regional languages with English mid-sentence. Gistly also offers Voice AI monitoring to test and continuously watch AI agents in production, including hallucination detection. It integrates with platforms such as NICE, Salesforce, Zoho, Freshworks, HubSpot, and Genesys, and supports API and webhook connections. It is used by organizations including upGrad, Teachmint, and 21K School, primarily serving QA managers and operations leaders who need full-coverage call auditing.
Best suited for
noScribe is a free, open-source desktop transcription tool that runs entirely on the user's own computer to protect the confidentiality of recordings. Licensed under GPL-3.0 and actively maintained, with a v0.7.2 maintenance release in June 2026, it is built around OpenAI's Whisper (via the faster-whisper library) for speech recognition and pyannote for speaker diarization, so it can distinguish between different speakers and label who said what. It understands around 60 languages and supports automatic or manually specified speaker counts. noScribe is primarily designed for producing high-quality transcripts of interviews for qualitative social research and journalistic work, and it ships with a dedicated companion editor, noScribeEdit, that synchronizes audio playback with the transcript text and provides search and replace, formatting, zoom, and playback-speed controls. It supports Windows (with optional CUDA acceleration on Nvidia GPUs), macOS on Apple Silicon, and Linux in both CPU and CUDA versions. Additional capabilities include batch transcription, pause detection and marking, an experimental overlapping-speech detection mode, and export to multiple formats such as HTML, VTT, and TXT, plus an available command-line interface for scripted use. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Gistly is a free tier with paid upgrades (paid); noScribe is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Gistly | noScribe |
|---|---|---|
| Core capability | Call transcription in 100+ languages with speaker identification | Fully local transcription using Whisper via faster-whisper |
| Standout feature | Automated QA scoring of every call using custom scorecards | Speaker diarization with pyannote (automatic or manual speaker counts) |
| Team usage | Time-stamped compliance and quality flags for 100% auditing | Support for around 60 languages |
| Integrations | Native Indic code-switching analysis (e.g. Hindi-English, Tamil-English) | Synchronized companion editor (noScribeEdit) with playback follow-along |
| Languages & capture | AI call summaries plus real-time agent coaching and analytics | Batch transcription, pause detection, and experimental overlapping-speech detection |
| Best-fit workflow | Voice AI agent monitoring with hallucination detection | Exports to HTML, VTT, and TXT plus a command-line interface |
Gistly
Choose Gistly if you need contact centers auditing 100% of agent calls for qa scoring and coaching — strengths include audits 100% of calls rather than a small manual sample, with no extra qa headcount.
noScribe
Choose noScribe if you need researchers transcribing qualitative interviews while keeping data on their own machine — strengths include runs 100% locally to keep sensitive recordings confidential.
Gistly
noScribe
It depends on your workflow. Gistly is strong for contact centers auditing 100% of agent calls for qa scoring and coaching, while noScribe is strong for researchers transcribing qualitative interviews while keeping data on their own machine. Both transcribe and summarize meetings.
Gistly is a free tier with paid upgrades and noScribe 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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