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Software · head to head

AI21 Labs vs Alteryx

AI21 Labs logo

AI21 Labs

Software

Enterprise language AI solutions

From
Free
Rated
-
Full reviewWebsite
Alteryx logo

Alteryx

Software

Analytics automation platform

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; Alteryx starter is $250 per user per month billed annually, and the Professional and Enterprise editions are quote-only
  • They diverge on capability: AI21 Labs covers Jamba models, Alteryx covers Data preparation.

Where they differ

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

Attributes where AI21 Labs and Alteryx differ
AttributeAI21 LabsAlteryx
Pricing modelusage-basedsubscription
PlatformsApi, CloudWindows, Web
Founded20171997

Identical on both: starting price (Free), free tier (Yes), 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 Alteryx

  • Data preparation
  • Data blending
  • Predictive analytics
  • Spatial analytics
  • Reporting
  • Python
  • R
  • Snowflake

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

Alteryx

  • Data preparation and building AI-ready datasetsnot AI21 Labs
  • Predictive analytics without writing codenot AI21 Labs
  • Automating and orchestrating repeatable analytics workflowsnot AI21 Labs
  • Enterprise reporting with governed, reusable logicnot AI21 Labs
  • Connecting to Snowflake, Databricks and cloud warehouses alongside on-premises systemsnot 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

Alteryx

  • Starter is $250 per user per month billed annually, and the Professional and Enterprise editions are quote-only
  • Automation runs are metered, with 50 included on Starter and 15,000 on Professional, and more must be bought
  • Cost depends on three separate dimensions at once: edition, user role and automation capacity
  • Advanced analytics, governance and orchestration are withheld from the entry edition

Pricing, plan by plan

AI21 Labs

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

Alteryx

Free
  • TrialFree
    • 14-day trial
    • Full features
  • Designer Desktop$5195/year
    • Data prep
    • Blending
    • Analytics

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 Alteryx if

  • You need data preparation.
  • You want to start without paying.
  • You work on Windows, Web.
  • You also want data blending.
Alteryx review

Questions people ask

Is AI21 Labs or Alteryx better?
Neither clearly leads. AI21 Labs starts at Free and Alteryx at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, AI21 Labs or Alteryx?
AI21 Labs starts at Free and Alteryx at Free.
Does AI21 Labs or Alteryx run on more platforms?
AI21 Labs runs on Api, Cloud. Alteryx runs on 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 Alteryx is typically brought in for.
What can AI21 Labs do that Alteryx cannot?
AI21 Labs covers Jamba models, Long context, RAG engine, Writing tools. Alteryx covers Data preparation, Data blending, Predictive analytics, Spatial analytics.
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