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Software · head to head

AI21 Labs vs Gong

AI21 Labs logo

AI21 Labs

Software

Enterprise language AI solutions

From
Free
Rated
-
Full reviewWebsite
Gong logo

Gong

Software

Revenue intelligence platform

From
$1600/user-per-year
Rated
-
Full reviewWebsite

The short version

  • Only AI21 Labs has a free tier, so it costs nothing to try first.
  • Each has a real cost: AI21 Labs the free allowance is $10 of credit lasting 7 days rather than an ongoing free tier; Gong pricing not published; custom quotes and high platform fees make budget forecasting difficult
  • They diverge on capability: AI21 Labs covers Jamba models, Gong covers Call recording.

Where they differ

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

Attributes where AI21 Labs and Gong differ
AttributeAI21 LabsGong
Starting priceFree$1600/user-per-year
Pricing modelusage-basedUnknown
Free tierYesNo
PlatformsApi, CloudWeb, Cloud-based SaaS
Founded20172016

Identical on both: user rating (Not yet rated), category (Unknown).

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 Gong

  • Call recording
  • AI transcription
  • Deal intelligence
  • Market intelligence
  • Team coaching
  • Salesforce
  • HubSpot
  • Zoom

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 Gong
  • Building and optimising production AI agents with Maestronot Gong
  • Routing between models to control cost and accuracynot Gong
  • Long-horizon agentic tasks needing stateful workspacesnot Gong

Gong

  • Call analysisnot AI21 Labs
  • Deal forecastingnot AI21 Labs
  • Sales coachingnot AI21 Labs
  • Win/loss analysisnot 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

Gong

  • Pricing not published; custom quotes and high platform fees make budget forecasting difficult
  • Built for sales calls only; limited contact center and multi-channel conversation coverage
  • Forecasting and Engage modules use keyword-based analysis with 20-30 minute processing delay, not generative AI
  • Conversation analysis cannot capture internal buyer meetings or decision-making discussions

Pricing, plan by plan

AI21 Labs

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

Gong

$1600/user-per-year

No published plan breakdown. See the Gong review.

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 Gong if

  • You need call recording.
  • You work on Web, Cloud-based SaaS.
  • You also want ai transcription.
Gong review

Questions people ask

Is AI21 Labs or Gong better?
Neither clearly leads. AI21 Labs starts at Free and Gong at $1600/user-per-year, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, AI21 Labs or Gong?
AI21 Labs has a free tier; the other does not. Paid plans start at Free for AI21 Labs and $1600/user-per-year for Gong.
Does AI21 Labs or Gong run on more platforms?
AI21 Labs runs on Api, Cloud. Gong runs on Web, Cloud-based SaaS.
Can I use AI21 Labs for free?
Yes. AI21 Labs has a free tier, so you can try it without paying. Gong starts at $1600/user-per-year.
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 Gong is typically brought in for.
What can AI21 Labs do that Gong cannot?
AI21 Labs covers Jamba models, Long context, RAG engine, Writing tools. Gong covers Call recording, AI transcription, Deal intelligence, Market intelligence.

Answered from the vendors’ own pages

Gong: How much does Gong cost?

Gong pricing starts around $1,600 per user per year, with a mandatory platform fee of $5,000-$50,000 annually. Exact pricing is custom and requires a sales consultation.

Source
Gong: Does Gong integrate with Salesforce?

Yes. Gong integrates with Salesforce via REST API to import account data and export conversation summaries, enabling searchable calls by CRM fields.

Source
Gong: What conversations can Gong capture?

Gong was built primarily for sales call analysis and captures calls through integrations with major dialer systems. Coverage for contact center and multi-channel conversations is limited.

Source
Gong: Does Gong have an on-premise option?

Gong is a cloud-based SaaS platform without an on-premise deployment option. All conversation analysis and storage occurs in Gong's cloud infrastructure.

Source
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