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Software · head to head

Alteryx vs LangChain

Alteryx logo

Alteryx

Software

Analytics automation platform

From
Free
Rated
-
Full reviewWebsite
LangChain logo

LangChain

Software

Build applications with LLMs through composability

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; LangChain the free Developer plan of LangSmith is limited to 1 seat
  • They diverge on capability: Alteryx covers Data preparation, LangChain covers Chains and agents.

Where they differ

Only the attributes on which Alteryx and LangChain actually diverge.

Attributes where Alteryx and LangChain differ
AttributeAlteryxLangChain
Pricing modelsubscriptionfreemium
PlatformsWindows, WebLinux, Mac, Windows
Founded19972022

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 Alteryx

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

Only in LangChain

  • Chains and agents
  • Retrieval-augmented generation
  • Memory management
  • Tool integration
  • Prompt templates
  • OpenAI
  • Anthropic
  • Hugging Face

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 LangChain
  • Predictive analytics without writing codenot LangChain
  • Automating and orchestrating repeatable analytics workflowsnot LangChain
  • Enterprise reporting with governed, reusable logicnot LangChain
  • Connecting to Snowflake, Databricks and cloud warehouses alongside on-premises systemsnot LangChain

LangChain

  • Building LLM applications and agents in Python or JavaScriptnot Alteryx
  • Tracing and debugging LLM chains and agent runsnot Alteryx
  • Evaluating prompt and model changes against datasetsnot 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

LangChain

  • The free Developer plan of LangSmith is limited to 1 seat
  • Base traces are retained for 14 days only; 400 day retention costs extra
  • Included traces are capped at 5,000 per month on Developer and 10,000 per month on Plus, with everything beyond billed pay as you go
  • Self hosted and hybrid deployment of LangSmith is Enterprise only
  • Custom SSO, RBAC and ABAC are Enterprise only
  • A support SLA is 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

LangChain

Free
  • Open SourceFree
    • Full framework
    • Community support
  • LangSmith$39/month
    • Debugging
    • Monitoring
    • Testing

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 LangChain if

  • You need chains and agents.
  • You want to start without paying.
  • You work on Linux, Mac, Windows.
  • You also want retrieval-augmented generation.
LangChain review

Questions people ask

Is Alteryx or LangChain better?
Neither clearly leads. Alteryx starts at Free and LangChain at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Alteryx or LangChain?
Alteryx starts at Free and LangChain at Free.
Does Alteryx or LangChain run on more platforms?
Alteryx runs on Windows, Web. LangChain 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 LangChain is typically brought in for.
What can Alteryx do that LangChain cannot?
Alteryx covers Data preparation, Data blending, Predictive analytics, Spatial analytics. LangChain covers Chains and agents, Retrieval-augmented generation, Memory management, Tool integration. Both handle Windows support.
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