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Machine Learning & Data Science · head to head

Alteryx vs Milvus

Alteryx logo

Alteryx

Machine Learning & Data Science

Analytics automation platform

From
Free
Rated
-
Full reviewWebsite
Milvus logo

Milvus

Machine Learning & Data Science

Open-source vector database for scalable similarity search

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; Milvus vector dimensions are capped at 32,768
  • They diverge on capability: Alteryx covers Data preparation, Milvus covers Billion-scale vectors.

Where they differ

Only the attributes on which Alteryx and Milvus actually diverge.

Attributes where Alteryx and Milvus differ
AttributeAlteryxMilvus
Pricing modelsubscriptionfreemium
PlatformsWindows, WebLinux, Mac, Windows, Web
Founded19972017

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 Milvus

  • Billion-scale vectors
  • Multiple index types
  • GPU acceleration
  • Hybrid search
  • Data partitioning
  • PyTorch
  • TensorFlow
  • Hugging Face

Both cover

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

Milvus

  • Self hosting a vector database for semantic searchnot Alteryx
  • Storing and querying embeddings for retrieval augmented generationnot Alteryx
  • Similarity search over images, audio or text at scalenot 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

Milvus

  • Vector dimensions are capped at 32,768
  • A collection is limited to 64 fields, 1,024 partitions and 16 shards
  • Only 1 index is allowed per field
  • Search returns at most 16,384 vectors as top-k, and nq is capped at 16,384
  • Input and output per RPC is capped at 64 MB for insert, search and query
  • VARCHAR values are limited to 65,535 characters
  • Data loaded into query nodes cannot exceed 90% of available memory
  • An instance supports at most 65,536 collections

Pricing, plan by plan

Alteryx

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

Milvus

Free
  • Open SourceFree
    • Full features
    • Self-hosted
    • Community support
  • Zilliz CloudFree
    • Managed service
    • Free tier available

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 Milvus if

  • You need billion-scale vectors.
  • You want to start without paying.
  • You work on Linux, Mac, Windows, Web.
  • You also want multiple index types.
Milvus review

Questions people ask

Is Alteryx or Milvus better?
Neither clearly leads. Alteryx starts at Free and Milvus at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Alteryx or Milvus?
Alteryx starts at Free and Milvus at Free.
Does Alteryx or Milvus run on more platforms?
Alteryx runs on Windows, Web. Milvus runs on Linux, Mac, Windows, Web.
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 Milvus is typically brought in for.
What can Alteryx do that Milvus cannot?
Alteryx covers Data preparation, Data blending, Predictive analytics, Spatial analytics. Milvus covers Billion-scale vectors, Multiple index types, GPU acceleration, Hybrid search. Both handle Windows support, Web support.
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