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Machine Learning & Data Science · head to head

Alteryx vs LlamaIndex

Alteryx logo

Alteryx

Machine Learning & Data Science

Analytics automation platform

From
Free
Rated
-
Full reviewWebsite
LlamaIndex logo

LlamaIndex

Machine Learning & Data Science

Data framework for LLM applications

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Alteryx starter is $250 per user per month billed annually, and the Professional and Enterprise editions are quote-only; LlamaIndex the free LlamaCloud plan includes 10K credits and has no pay as you go option, so work stops when credits run out
  • They diverge on capability: Alteryx covers Data preparation, LlamaIndex covers Data connectors.

Where they differ

Only the attributes on which Alteryx and LlamaIndex actually diverge.

Attributes where Alteryx and LlamaIndex differ
AttributeAlteryxLlamaIndex
Pricing modelsubscriptionfreemium
PlatformsWindows, WebLinux, Mac, Windows
Founded19972022

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Machine Learning & Data Science).

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 Alteryx

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

Only in LlamaIndex

  • Data connectors
  • Indexing
  • Query engine
  • RAG pipelines
  • Agents
  • OpenAI
  • Anthropic
  • Pinecone

Both cover

  • Windows support

What people use each for

The jobs each tool is most often brought in to do.

Alteryx

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

LlamaIndex

  • Parsing PDFs and complex documents into structured text for RAGnot Alteryx
  • Building retrieval augmented generation pipelines over private datanot Alteryx
  • Indexing and querying enterprise documents from an LLM applicationnot Alteryx

Where each one falls short

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

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

LlamaIndex

  • The free LlamaCloud plan includes 10K credits and has no pay as you go option, so work stops when credits run out
  • Concurrent parse jobs are capped at 5 on Free and Starter, 20 on Pro and 100 on Enterprise
  • Pay as you go spend is capped at $500 per month on Starter and $5,000 per month on Pro
  • Enterprise SSO is Enterprise plan only
  • Volume discounts on credits and 5x higher rate limits are Enterprise only
  • SaaS or hybrid cloud deployment choice and a dedicated account manager are Enterprise only
  • Enterprise pricing is by quote with no published rate

Pricing, plan by plan

Alteryx

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

LlamaIndex

Free
  • Open SourceFree
    • Full framework
    • All connectors
  • LlamaCloudFree
    • Managed parsing
    • Enterprise features

Which should you pick?

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

Choose LlamaIndex if

  • You need data connectors.
  • You want to start without paying.
  • You work on Linux, Mac, Windows.
  • You also want indexing.
LlamaIndex review

Questions people ask

Is Alteryx or LlamaIndex better?
Neither clearly leads. Alteryx starts at Free and LlamaIndex at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Alteryx or LlamaIndex?
Alteryx starts at Free and LlamaIndex at Free.
Does Alteryx or LlamaIndex run on more platforms?
Alteryx runs on Windows, Web. LlamaIndex runs on Linux, Mac, Windows.
Can I use Alteryx for free?
Both have a free tier, so you can try either at no cost before committing.
What is Alteryx best used for?
Alteryx is most often used for data preparation and building ai-ready datasets, predictive analytics without writing code, automating and orchestrating repeatable analytics workflows, enterprise reporting with governed, reusable logic. Of those, data preparation and building ai-ready datasets and predictive analytics without writing code are not what LlamaIndex is typically brought in for.
What can Alteryx do that LlamaIndex cannot?
Alteryx covers Data preparation, Data blending, Predictive analytics, Spatial analytics. LlamaIndex covers Data connectors, Indexing, Query engine, RAG pipelines. Both handle Windows support.
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