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AI Tools · head to head

AI21 Labs vs Dataiku

AI21 Labs logo

AI21 Labs

AI Tools

Enterprise language AI solutions

From
Free
Rated
-
Full reviewWebsite
Dataiku logo

Dataiku

Machine Learning & Data Science

Everyday AI, Extraordinary People

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; Dataiku no pricing is published at any tier, and the plans page carries no figures at all
  • They diverge on capability: AI21 Labs covers Jamba models, Dataiku covers Visual data prep.

Where they differ

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

Attributes where AI21 Labs and Dataiku differ
AttributeAI21 LabsDataiku
Pricing modelusage-basedfreemium
PlatformsApi, CloudLinux, Mac, Windows, Web
CategoryAI ToolsMachine Learning & Data Science
Founded20172013

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 Dataiku

  • Visual data prep
  • AutoML
  • MLOps
  • Collaboration
  • Governence
  • Python
  • R
  • Spark

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

Dataiku

  • Building and deploying data science and machine learning pipelinesnot AI21 Labs
  • Giving analysts and data scientists a shared visual and code environmentnot 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

Dataiku

  • No pricing is published at any tier, and the plans page carries no figures at all
  • User, row and compute limits are not stated, so nothing about scale can be assessed before contacting sales
  • Access begins with a demo request or a trial rather than a self serve signup

Pricing, plan by plan

AI21 Labs

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

Dataiku

Free
  • Free EditionFree
    • Single user
    • Core features
  • EnterpriseFree
    • Full platform
    • Collaboration
    • MLOps

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 Dataiku if

  • You need visual data prep.
  • You want to start without paying.
  • You work on Linux, Mac, Windows, Web.
  • You also want automl.
Dataiku review

Questions people ask

Is AI21 Labs or Dataiku better?
Neither clearly leads. AI21 Labs starts at Free and Dataiku at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, AI21 Labs or Dataiku?
AI21 Labs starts at Free and Dataiku at Free.
Does AI21 Labs or Dataiku run on more platforms?
AI21 Labs runs on Api, Cloud. Dataiku runs on Linux, Mac, Windows, 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 Dataiku is typically brought in for.
What can AI21 Labs do that Dataiku cannot?
AI21 Labs covers Jamba models, Long context, RAG engine, Writing tools. Dataiku covers Visual data prep, AutoML, MLOps, Collaboration.
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