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Machine Learning & Data Science · head to head

Dataiku vs Katana

Dataiku logo

Dataiku

Machine Learning & Data Science

Everyday AI, Extraordinary People

From
Free
Rated
-
Full reviewWebsite
Katana logo

Katana

Inventory Management

Smart manufacturing ERP for scaling businesses

From
$99/month
Rated
-
Full reviewWebsite

The short version

  • Only Dataiku has a free tier, so it costs nothing to try first.
  • Each has a real cost: Dataiku no pricing is published at any tier, and the plans page carries no figures at all; Katana limited BOM explosion and lead-time offset planning requiring manual work that should be automated
  • They diverge on capability: Dataiku covers Visual data prep, Katana covers Production planning.

Where they differ

Only the attributes on which Dataiku and Katana actually diverge.

Attributes where Dataiku and Katana differ
AttributeDataikuKatana
Starting priceFree$99/month
Pricing modelfreemiumUnknown
Free tierYesNo
PlatformsLinux, Mac, Windows, WebWeb
CategoryMachine Learning & Data ScienceInventory Management
Founded20132015

Identical on both: user rating (Not yet rated).

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 Dataiku

  • Visual data prep
  • AutoML
  • MLOps
  • Collaboration
  • Governence
  • Python
  • R
  • Spark

Only in Katana

  • Production planning
  • Real-time inventory
  • BOM management
  • Shop floor control
  • Shopify
  • WooCommerce
  • QuickBooks
  • Xero

Both cover

  • Web support

What people use each for

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

Dataiku

  • Building and deploying data science and machine learning pipelinesnot Katana
  • Giving analysts and data scientists a shared visual and code environmentnot Katana

Katana

  • Production schedulingnot Dataiku
  • Material planningnot Dataiku
  • Work order managementnot Dataiku
  • Inventory optimizationnot Dataiku

Where each one falls short

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

Dataiku

  • No pricing is published at any tier, and the plans page carries no figures at all
  • User, row and compute limits are not stated, so nothing about scale can be assessed before contacting sales
  • Access begins with a demo request or a trial rather than a self serve signup

Katana

  • Limited BOM explosion and lead-time offset planning requiring manual work that should be automated
  • No native invoicing capability, making it standalone without accounting system integration
  • Limited native integrations, with heavy reliance on Zapier for non-core tools
  • Slow performance with large datasets and high SKU counts

Pricing, plan by plan

Dataiku

Free
  • Free EditionFree
    • Single user
    • Core features
  • EnterpriseFree
    • Full platform
    • Collaboration
    • MLOps

Katana

$99/month
  • Essential$99/month
    • Core inventory management
    • Production scheduling
    • Stock tracking
  • Pro$299/month
    • Shop floor control
    • API access
    • Advanced reporting

Which should you pick?

Choose Dataiku if

  • You need visual data prep.
  • You want to start without paying.
  • You work on Linux, Mac, Windows, Web.
  • You also want automl.
Dataiku review

Choose Katana if

  • You need production planning.
  • You also want real-time inventory.
Katana review

Questions people ask

Is Dataiku or Katana better?
Neither clearly leads. Dataiku starts at Free and Katana at $99/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dataiku or Katana?
Dataiku has a free tier; the other does not. Paid plans start at Free for Dataiku and $99/month for Katana.
Does Dataiku or Katana run on more platforms?
Dataiku runs on Linux, Mac, Windows, Web. Katana runs on Web.
Can I use Dataiku for free?
Yes. Dataiku has a free tier, so you can try it without paying. Katana starts at $99/month.
What is Dataiku best used for?
Dataiku is most often used for building and deploying data science and machine learning pipelines, giving analysts and data scientists a shared visual and code environment. Of those, building and deploying data science and machine learning pipelines and giving analysts and data scientists a shared visual and code environment are not what Katana is typically brought in for.
What can Dataiku do that Katana cannot?
Dataiku covers Visual data prep, AutoML, MLOps, Collaboration. Katana covers Production planning, Real-time inventory, BOM management, Shop floor control. Both handle Web support.

Answered from the vendors’ own pages

Katana: What is Katana's pricing structure?

Katana starts at $99/month for the Essential plan with core MRP features. The Pro plan costs $299/month and adds shop floor control and API access. Add-ons for traceability, manufacturing, and warehouse management cost extra and can reach $747-$1,095 total.

Source
Katana: Does Katana support multi-level bills of materials?

Katana has limited BOM explosion and lead-time offset planning capabilities. Complex multi-level BOMs with sub-assemblies require manual workarounds, which becomes increasingly problematic as SKU count grows.

Source
Katana: Can Katana integrate with my accounting software?

Katana has no native invoicing capability and limited integrations with accounting systems. It is essentially standalone and requires manual data export or Zapier integration for most accounting workflows.

Source
Katana: Does Katana have an offline mode?

No, Katana is a cloud-only solution requiring internet connectivity. There is no built-in offline mode for production floor access without internet.

Source
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Related pages

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