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. Thoth: Privacy-first macOS app that records, transcribes, and summarizes meetings entirely on-device with no cloud or data leaving the Mac. Below, they line up on price, capture method, and how each fits a real meeting stack.
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 Thoth when users who want offline, private meeting notes on a mac matters most. Try them side by side on real calls before deciding — needs vary by team.
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.
Privacy-first macOS app that records, transcribes, and summarizes meetings entirely on-device with no cloud or data leaving the Mac.
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
Thoth is a native macOS application, created by Matthieu Veinhard, that records, transcribes, and summarizes meetings entirely on the user's device. It captures both microphone and system audio so it can record both sides of online meetings on platforms such as Zoom, Teams, and Google Meet, and it provides live transcription with on-device speech-to-text. An on-device engine detects and color-codes individual speakers in the transcript, and the app supports a large number of languages via Whisper-based transcription. After a meeting, Thoth extracts notes, action items, and key decisions, and lets users choose between several on-device models or supply their own cloud API key, with an on-device anonymization step that can redact sensitive information before any optional cloud processing. Output can be exported to formats including PDF, Word, Markdown, and timestamped JSON. Because the app has no server and no user database, the company emphasizes that there is nothing to breach or hand over. Thoth requires Apple Silicon and is aimed at privacy-conscious professionals, those handling confidential information, and neurodivergent users who benefit from automatic capture, and it is available on the Mac App Store with an iOS beta in progress. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Gistly is a free tier with paid upgrades (paid); Thoth is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Gistly | Thoth |
|---|---|---|
| Core capability | Call transcription in 100+ languages with speaker identification | 100% local, on-device recording, transcription, and summarization |
| Standout feature | Automated QA scoring of every call using custom scorecards | Dual-channel capture of microphone and system audio |
| Team usage | Time-stamped compliance and quality flags for 100% auditing | On-device speaker detection with color-coded transcripts |
| Integrations | Native Indic code-switching analysis (e.g. Hindi-English, Tamil-English) | Whisper-based transcription supporting many languages |
| Languages & capture | AI call summaries plus real-time agent coaching and analytics | On-device anonymization to redact sensitive content |
| Best-fit workflow | Voice AI agent monitoring with hallucination detection | Export to PDF, Word, Markdown, and timestamped JSON |
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.
Thoth
Choose Thoth if you need professionals handling confidential or regulated information — strengths include fully local processing with no cloud requirement and no user database.
Gistly
Thoth
It depends on your workflow. Gistly is strong for contact centers auditing 100% of agent calls for qa scoring and coaching, while Thoth is strong for professionals handling confidential or regulated information. Both transcribe and summarize meetings.
Gistly is a free tier with paid upgrades and Thoth is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Sure. Running both makes sense when their strengths don't overlap and the budget allows.
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