Buzz: Popular open-source desktop app that transcribes and translates audio offline on your own computer using OpenAI's Whisper. Goelo: AI sales meeting assistant that records and transcribes calls, then auto-populates CRM data and generates methodology-based summaries. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Buzz when transcribing recorded meetings, interviews, podcasts, or lectures offline matters most, and Goelo when producing methodology-aligned summaries for sales reviews matters most. Run both through a week of actual calls to see which suits your workflow.
Popular open-source desktop app that transcribes and translates audio offline on your own computer using OpenAI's Whisper.
AI sales meeting assistant that records and transcribes calls, then auto-populates CRM data and generates methodology-based summaries.
Buzz is a widely used open-source desktop application that transcribes and translates audio offline on the user's personal computer, powered by OpenAI's Whisper. It is MIT-licensed and actively maintained, with v1.4.4 released in March 2026, and it has grown a large community with roughly 19.7k GitHub stars. Buzz runs on macOS, Windows, and Linux, with installation options including Flatpak, Snap, and PyPI. It supports both importing existing audio and video files and real-time transcription from microphone input, and it can export results in formats such as TXT, SRT, and VTT for subtitling and documentation. The app includes an advanced transcript viewer with search and playback controls, a watch folder for automatically transcribing new files, and a command-line interface for automation. It offers GPU acceleration through CUDA for Nvidia cards, Apple Silicon support, and Vulkan for many other GPUs, which makes faster transcription practical even on laptops. Buzz also provides speaker identification and speech separation for noisy audio, plus a plugin system that adds capabilities like AI-generated summaries. Because all processing happens locally, recordings and transcripts remain on the user's machine rather than being uploaded to a cloud service. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Goelo is an AI conversational intelligence platform for sales teams that records, transcribes, and summarizes customer meetings, then uses that information to automatically populate CRM data. Its workflow centers on three steps: call, click, and sync, designed to move information from a sales conversation into the CRM with minimal manual effort. Goelo's AI assistant joins meetings across video conferencing platforms such as Zoom, Google Meet, and Microsoft Teams, and produces structured summaries that capture elements like the introduction, key insights, important numbers, and next steps, with support for common sales methodologies including MEDDIC, BANT, and SPICED. By analyzing conversations throughout the sales cycle, it can keep customer records updated automatically, addressing the common problem of incomplete or out-of-date CRM data. Goelo integrates with workspace tools like Google Workspace and Microsoft 365 and with Salesforce as a primary CRM integration for auto-filling fields. The platform is aimed at sales teams and revenue organizations that want to reduce time spent on post-call administration, improve CRM data quality, and keep summaries aligned with their chosen sales framework so reps can focus more on selling. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Buzz is a free tier with paid upgrades (freemium); Goelo is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Buzz | Goelo |
|---|---|---|
| Core capability | Offline transcription and translation using OpenAI's Whisper | AI assistant that records and transcribes sales meetings |
| Standout feature | Real-time transcription from microphone input | Automatic CRM data population from conversations |
| Team usage | Speaker identification and speech separation for noisy audio | Structured summaries covering insights, key numbers, and next steps |
| Integrations | Exports to TXT, SRT, and VTT | Support for MEDDIC, BANT, and SPICED sales methodologies |
| Languages & capture | Watch folder for automatic transcription and a command-line interface | Works with Zoom, Google Meet, and Microsoft Teams |
| Best-fit workflow | GPU acceleration via CUDA, Apple Silicon, and Vulkan | Integrations with Salesforce, Google Workspace, and Microsoft 365 |
Buzz
Choose Buzz if you need transcribing recorded meetings, interviews, podcasts, or lectures offline — strengths include fully offline so audio and transcripts stay on the user's computer.
Goelo
Choose Goelo if you need automatically updating crm records after sales calls — strengths include streamlines moving meeting data into the crm with minimal manual entry.
Buzz
Goelo
It depends on your workflow. Buzz is strong for transcribing recorded meetings, interviews, podcasts, or lectures offline, while Goelo is strong for automatically updating crm records after sales calls. Both transcribe and summarize meetings.
Buzz is a free tier with paid upgrades and Goelo 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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