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AI Tools · head to head

AI21 Labs vs Gather

AI21 Labs logo

AI21 Labs

AI Tools

Enterprise language AI solutions

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: AI21 Labs the free allowance is $10 of credit lasting 7 days rather than an ongoing free tier; Gather no native desktop or mobile app; browser-based only
  • They diverge on capability: AI21 Labs covers Jamba models, Gather covers Proximity video chat.

Where they differ

Only the attributes on which AI21 Labs and Gather actually diverge.

Attributes where AI21 Labs and Gather differ
AttributeAI21 LabsGather
Pricing modelusage-basedUnknown
PlatformsApi, CloudWeb
CategoryAI ToolsRemote Work
Founded20172020

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 AI21 Labs

  • Jamba models
  • Long context
  • RAG engine
  • Writing tools
  • REST API
  • Amazon Bedrock
  • Cloud platforms
  • Api support

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.

AI21 Labs

  • Running long-context tasks on the Jamba model familynot Gather
  • Building and optimising production AI agents with Maestronot Gather
  • Routing between models to control cost and accuracynot Gather
  • Long-horizon agentic tasks needing stateful workspacesnot Gather

Gather

  • VR Gamingnot AI21 Labs
  • AR Marketingnot AI21 Labs
  • Virtual Trainingnot AI21 Labs
  • 3D Visualizationnot AI21 Labs
  • Immersive Experiencesnot AI21 Labs

Where each one falls short

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

AI21 Labs

  • The free allowance is $10 of credit lasting 7 days rather than an ongoing free tier
  • Jamba Large is $2 per million input tokens and $8 per million output, so output-heavy work costs four times as much as input
  • Volume discounts, private cloud hosting and higher rate limits require a custom plan
  • Standard rate limits are not published

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

AI21 Labs

Free
  • Free TrialFree
    • Limited usage
    • API access
  • Jamba$0.2/per-million-input-tokens
    • 256K context
    • Hybrid architecture

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 AI21 Labs if

  • You need jamba models.
  • You want to start without paying.
  • You work on Api, Cloud.
  • You also want long context.
AI21 Labs 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 AI21 Labs or Gather better?
Neither clearly leads. AI21 Labs 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, AI21 Labs or Gather?
AI21 Labs starts at Free and Gather at Free.
Does AI21 Labs or Gather run on more platforms?
AI21 Labs runs on Api, Cloud. Gather runs on Web.
Can I use AI21 Labs for free?
Both have a free tier, so you can try either at no cost before committing.
What is AI21 Labs best used for?
AI21 Labs is most often used for running long-context tasks on the jamba model family, building and optimising production ai agents with maestro, routing between models to control cost and accuracy, long-horizon agentic tasks needing stateful workspaces. Of those, running long-context tasks on the jamba model family and building and optimising production ai agents with maestro are not what Gather is typically brought in for.
What can AI21 Labs do that Gather cannot?
AI21 Labs covers Jamba models, Long context, RAG engine, Writing tools. Gather covers Proximity video chat, Customizable spaces, Interactive objects, Screen sharing.

Answered from the vendors’ own pages

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
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
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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Related pages

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