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Machine Learning & Data Science · head to head

Alteryx vs BentoML

Alteryx logo

Alteryx

Machine Learning & Data Science

Analytics automation platform

From
Free
Rated
-
Full reviewWebsite
BentoML logo

BentoML

Machine Learning & Data Science

Build production-ready ML 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; BentoML core BentoML framework is Apache 2.0 and free, but the managed BentoCloud enterprise tier has no published pricing: the README instructs buyers to sign up for personal access or contact sales for enterprise use, with no rate card shown.
  • They diverge on capability: Alteryx covers Data preparation, BentoML covers Model packaging.

Where they differ

Only the attributes on which Alteryx and BentoML actually diverge.

Attributes where Alteryx and BentoML differ
AttributeAlteryxBentoML
Pricing modelsubscriptionfreemium
PlatformsWindows, WebLinux, Mac, Windows
Founded19972019

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 BentoML

  • Model packaging
  • REST API generation
  • Adaptive batching
  • Multi-framework support
  • Container deployment
  • PyTorch
  • TensorFlow
  • scikit-learn

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

BentoML

  • Machine learningnot Alteryx
  • Data analysisnot Alteryx
  • Model trainingnot Alteryx
  • Predictive analyticsnot 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

BentoML

  • Core BentoML framework is Apache 2.0 and free, but the managed BentoCloud enterprise tier has no published pricing: the README instructs buyers to sign up for personal access or contact sales for enterprise use, with no rate card shown.

Pricing, plan by plan

Alteryx

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

BentoML

Free
  • Open SourceFree
    • Model packaging
    • API creation
    • Local serving
  • BentoCloudFree
    • Managed deployment
    • Auto-scaling
    • Monitoring

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 BentoML if

  • You need model packaging.
  • You want to start without paying.
  • You work on Linux, Mac, Windows.
  • You also want rest api generation.
BentoML review

Questions people ask

Is Alteryx or BentoML better?
Neither clearly leads. Alteryx starts at Free and BentoML at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Alteryx or BentoML?
Alteryx starts at Free and BentoML at Free.
Does Alteryx or BentoML run on more platforms?
Alteryx runs on Windows, Web. BentoML 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 BentoML is typically brought in for.
What can Alteryx do that BentoML cannot?
Alteryx covers Data preparation, Data blending, Predictive analytics, Spatial analytics. BentoML covers Model packaging, REST API generation, Adaptive batching, Multi-framework support. Both handle Windows support.
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