Attendee: Open-source, self-hostable meeting bot API that sends bots into Zoom, Google Meet, and Microsoft Teams to capture recordings and transcripts. Pickle: An in-meeting AI notetaker for Zoom focused on SMB sales teams, capturing context, key moments, and summaries inside the Zoom app. This comparison weighs them on pricing, features, and everyday workflow fit.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Attendee when developers embedding meeting recording and transcription into their own saas products matters most, and Pickle when adding time-stamped notes and action items during live sales meetings matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
Open-source, self-hostable meeting bot API that sends bots into Zoom, Google Meet, and Microsoft Teams to capture recordings and transcripts.
An in-meeting AI notetaker for Zoom focused on SMB sales teams, capturing context, key moments, and summaries inside the Zoom app.
Attendee is an open-source REST API, developed by Attendee Labs, that abstracts the engineering work of building meeting bots into a single developer-friendly interface. Instead of maintaining separate bot stacks for each video platform, developers send one API request and Attendee dispatches a bot that joins a Zoom, Google Meet, or Microsoft Teams call, then returns recordings, transcripts, and real-time media streams. It is built on widely used, battle-tested technologies such as Django, PostgreSQL, and Redis, and is designed to run from a single Docker image so teams can self-host it on their own infrastructure for data residency, compliance, and cost control. The project documents real-time transcription, webhooks, calendar integration, scheduled meetings, and websocket audio input/output. Because it is open source and self-hosted, organizations in regulated industries can keep meeting audio and transcripts inside their own environment rather than routing them through a third-party vendor. The repository is actively maintained with frequent releases, and the project markets itself as a lower-cost alternative to closed-source meeting-bot platforms for developers who want to embed meeting capture and transcription into their own applications. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Pickle is a conversation-intelligence and AI notetaker product centered on Zoom, positioned for small and mid-sized business sales teams. Its AI Smart Notes is built as an in-meeting notetaker that surfaces pre-meeting context and captures important moments directly inside the Zoom app, rather than relying solely on a post-call summary. During calls it can automatically record meetings, generate AI summaries and transcripts, and let users add time-stamped notes and follow-up action items in real time. Features such as custom agenda templates help structure meetings, while Snapshots and Collections let users capture and share memorable moments with their team for coaching and knowledge sharing. By focusing on capturing, finding, and sharing key sales moments from Zoom meetings, Pickle aims to help revenue teams improve their sales process and keep deal context organized. It offers a free tier alongside paid and custom plans. Pickle is best suited to SMB sales representatives and teams that primarily run customer conversations on Zoom and want lightweight conversation intelligence tied tightly to that platform. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Attendee is a free tier with paid upgrades (freemium); Pickle is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Attendee | Pickle |
|---|---|---|
| Core capability | Unified REST API for deploying bots to Zoom, Google Meet, and Microsoft Teams | In-meeting AI Smart Notes inside the Zoom app |
| Standout feature | Meeting recording and transcript retrieval through API endpoints | Automatic recording, transcripts, and AI summaries |
| Team usage | Real-time media pipeline with websocket audio input/output | Real-time time-stamped notes and follow-up action items |
| Integrations | Webhooks for event-driven workflows | Custom agenda templates for structuring meetings |
| Languages & capture | Calendar integration and scheduled-meeting support | Snapshots and Collections for capturing and sharing key moments |
| Best-fit workflow | Single Docker image self-hosting built on Django, PostgreSQL, and Redis | Conversation-intelligence focus for sales teams |
Attendee
Choose Attendee if you need developers embedding meeting recording and transcription into their own saas products — strengths include fully open source and designed for convenient self-hosting, keeping meeting data on your own infrastructure.
Pickle
Choose Pickle if you need smb sales reps capturing and sharing key moments from zoom calls — strengths include tight, in-meeting integration with zoom.
Attendee
Pickle
It depends on your workflow. Attendee is strong for developers embedding meeting recording and transcription into their own saas products, while Pickle is strong for smb sales reps capturing and sharing key moments from zoom calls. Both transcribe and summarize meetings.
Attendee is a free tier with paid upgrades and Pickle 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.
More head-to-head comparisons involving Attendee and Pickle.
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