Softwr

AI Tools · head to head

AI21 Labs vs Convert

AI21 Labs logo

AI21 Labs

AI Tools

Enterprise language AI solutions

From
Free
Rated
-
Full reviewWebsite
Convert logo

Convert

Marketing & Analytics

A/B testing platform for enterprises

From
$1000/month
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; Convert pricing is driven by monthly tested users, starting at $399 per month for 100,000 monthly tested users on Growth and $599 on Pro
  • They diverge on capability: AI21 Labs covers Jamba models, Convert covers A/B testing.

Where they differ

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

Attributes where AI21 Labs and Convert differ
AttributeAI21 LabsConvert
Starting priceFree$1000/month
Pricing modelusage-basedquote
Free tierYesNo
PlatformsApi, CloudWeb
CategoryAI ToolsMarketing & Analytics
Founded20172012

Identical on both: 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 Convert

  • A/B testing
  • Multivariate testing
  • Analytics
  • API access
  • Google Analytics
  • SSL encryption
  • Cloud deployment
  • 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 Convert
  • Building and optimising production AI agents with Maestronot Convert
  • Routing between models to control cost and accuracynot Convert
  • Long-horizon agentic tasks needing stateful workspacesnot Convert

Convert

  • A/B, split and multivariate testing on websitesnot AI21 Labs
  • Server-side experimentation and feature flaggingnot AI21 Labs
  • Personalising site content to visitor segmentsnot 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

Convert

  • Pricing is driven by monthly tested users, starting at $399 per month for 100,000 monthly tested users on Growth and $599 on Pro
  • Single Sign-On requires the Pro plan at $599 per month
  • Multivariate testing, multi-page testing, full stack and feature flags, sequential testing and raw test data export are all withheld from the Growth plan
  • Phone support, change history and guided onboarding require Pro
  • The advertised $299 and $420 per month rates require paying the full year up front at $3,588 or $5,040
  • The Enterprise plan is price on request, is only available as an annual plan, and its data segregation feature carries additional costs
  • Listed prices exclude VAT, GST and other taxes, which are added at checkout
  • Above 5 million monthly tested users there is no published rate

Pricing, plan by plan

AI21 Labs

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

Convert

$1000/month
  • Professional$1000/month
    • A/B testing
    • Analytics
    • API access

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 Convert if

  • You need a/b testing.
  • You also want multivariate testing.
Convert review

Questions people ask

Is AI21 Labs or Convert better?
Neither clearly leads. AI21 Labs starts at Free and Convert at $1000/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, AI21 Labs or Convert?
AI21 Labs has a free tier; the other does not. Paid plans start at Free for AI21 Labs and $1000/month for Convert.
Does AI21 Labs or Convert run on more platforms?
AI21 Labs runs on Api, Cloud. Convert runs on Web.
Can I use AI21 Labs for free?
Yes. AI21 Labs has a free tier, so you can try it without paying. Convert starts at $1000/month.
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 Convert is typically brought in for.
What can AI21 Labs do that Convert cannot?
AI21 Labs covers Jamba models, Long context, RAG engine, Writing tools. Convert covers A/B testing, Multivariate testing, Analytics, API access.
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