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AI · head to head

AutoGen vs Gather

AutoGen logo

AutoGen

AI

Programming framework for multi-agent agentic AI

From
Free
Rated
-
Full reviewWebsite
Gather logo

Gather

Remote Work

Virtual spaces for remote collaboration

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: AutoGen framework now in maintenance mode, no new features planned; Gather no native desktop or mobile app; browser-based only
  • They diverge on capability: AutoGen covers Multi-agent orchestration, Gather covers Proximity video chat.

Where they differ

Only the attributes on which AutoGen and Gather actually diverge.

Attributes where AutoGen and Gather differ
AttributeAutoGenGather
Pricing modelOpen source, no pricingUnknown
PlatformsPython, .NETWeb
CategoryAIRemote Work
FoundedUnknown2020

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in AutoGen

  • Multi-agent orchestration
  • Message passing API
  • AgentChat API
  • Extensions API
  • MCP server support
  • AutoGen Studio
  • Cross-language support
  • Observable agent networks

Only in Gather

  • Proximity video chat
  • Customizable spaces
  • Interactive objects
  • Screen sharing
  • Calendar
  • Slack
  • Google Workspace
  • Web support

What people use each for

The jobs each tool is most often brought in to do.

AutoGen

  • Building multi-agent conversational systemsnot Gather
  • Rapid prototyping of agent applicationsnot Gather
  • Research on agentic AI patterns and architecturesnot Gather
  • Distributed agent networks across boundariesnot Gather

Gather

  • VR Gamingnot AutoGen
  • AR Marketingnot AutoGen
  • Virtual Trainingnot AutoGen
  • 3D Visualizationnot AutoGen
  • Immersive Experiencesnot AutoGen

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

AutoGen

  • Framework now in maintenance mode, no new features planned
  • Steeper learning curve for advanced use cases
  • Microsoft recommends new projects use Agent Framework instead
  • Limited to Python and .NET platforms

Gather

  • No native desktop or mobile app; browser-based only
  • Limited API documentation compared to enterprise competitors
  • Scaling large virtual offices can impact performance

Pricing, plan by plan

AutoGen

Free
  • Open SourceFree
    • MIT and CC-BY-4.0 licenses
    • Full framework access
    • Community support

Gather

Free
  • 30-Day TrialFree
    • Up to 50 team members
    • All features included
    • Meetings and chat
  • Essential$12/month
    • All features
    • Meeting recordings starting at 20 hours
    • Meeting transcriptions starting at 30 hours

Which should you pick?

Choose AutoGen if

  • You need multi-agent orchestration.
  • You want to start without paying.
  • You work on Python, .NET.
  • You also want message passing api.
AutoGen review

Choose Gather if

  • You need proximity video chat.
  • You want to start without paying.
  • You also want customizable spaces.
Gather review

Questions people ask

Is AutoGen or Gather better?
Neither clearly leads. AutoGen starts at Free and Gather at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, AutoGen or Gather?
AutoGen starts at Free and Gather at Free.
Does AutoGen or Gather run on more platforms?
AutoGen runs on Python, .NET. Gather runs on Web.
Can I use AutoGen for free?
Both have a free tier, so you can try either at no cost before committing.
What is AutoGen best used for?
AutoGen is most often used for building multi-agent conversational systems, rapid prototyping of agent applications, research on agentic ai patterns and architectures, distributed agent networks across boundaries. Of those, building multi-agent conversational systems and rapid prototyping of agent applications are not what Gather is typically brought in for.
What can AutoGen do that Gather cannot?
AutoGen covers Multi-agent orchestration, Message passing API, AgentChat API, Extensions API. Gather covers Proximity video chat, Customizable spaces, Interactive objects, Screen sharing.

Answered from the vendors’ own pages

AutoGen: Is AutoGen still actively developed?

As of March 2026, AutoGen is in maintenance mode and will not receive new features. Microsoft recommends new projects use the Microsoft Agent Framework instead.

Source
Gather: What is a free trial of Gather like?

Gather offers a 30-day free trial with no credit card required that includes up to 50 team members and access to all features including meetings, chat, AI meeting notes, and full office customization.

Source
AutoGen: Can I still use AutoGen for new projects?

While AutoGen is stable and maintained for existing projects, Microsoft recommends using the Microsoft Agent Framework for new development.

Source
Gather: How does Gather reduce meeting load?

Gather recreates natural office dynamics through spatial audio and proximity-based interactions, allowing colleagues to bump into each other and have quick conversations without scheduled calls. Teams report shorter, more organic conversations that wrap up in under 10 minutes.

Source
AutoGen: What LLM providers does AutoGen support?

AutoGen includes extensions for OpenAI and Azure OpenAI through its Extensions API, with community support for other providers.

Source
Gather: What platforms and devices does Gather support?

Gather works on web browsers and integrates with Slack and Google Chat. The platform supports audio/video calls, screen sharing, and custom workspace design.

Source
Gather: Does Gather work offline?

Gather is a web-based platform that requires an internet connection to function, though it emphasizes quick connection and low bandwidth requirements compared to traditional video conferencing.

Source
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