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Software · head to head

Dataiku vs Netlify

Dataiku logo

Dataiku

Software

Everyday AI, Extraordinary People

From
Free
Rated
-
Full reviewWebsite
Netlify logo

Netlify

Software

The fastest way to build the fastest sites

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Dataiku no pricing is published at any tier, and the plans page carries no figures at all; Netlify the free tier is an individual account with 300 credits; team members require the Pro plan at $20 a month
  • They diverge on capability: Dataiku covers Visual data prep, Netlify covers Continuous deployment.

Where they differ

Only the attributes on which Dataiku and Netlify actually diverge.

Attributes where Dataiku and Netlify differ
AttributeDataikuNetlify
PlatformsLinux, Mac, Windows, WebWeb
Founded20132014

Identical on both: starting price (Free), pricing model (freemium), 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 Dataiku

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

Only in Netlify

  • Continuous deployment
  • Instant rollbacks
  • Deploy previews
  • Split testing
  • Forms handling
  • Identity/Auth
  • Serverless functions
  • Edge handlers

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 Netlify
  • Giving analysts and data scientists a shared visual and code environmentnot Netlify

Netlify

  • Hosting static sites and frontend frameworks with global CDN deliverynot Dataiku
  • Deploy previews on every pull requestnot Dataiku
  • Serverless functions alongside a static sitenot Dataiku
  • Netlify Database and Blob storage for small application statenot 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

Netlify

  • The free tier is an individual account with 300 credits; team members require the Pro plan at $20 a month
  • Everything is metered in credits, so bandwidth at 20 credits per GB and production deploys at 15 credits each consume the allowance in ways a bandwidth figure alone would not show
  • Compute is billed at 10 credits per GB-hour, so server-rendered work costs more than static hosting
  • Running past the allowance means buying credit packs, at $5 for 500 on Personal and $10 for 1,500 on Pro
  • AI inference is priced by model rather than at a flat credit rate

Pricing, plan by plan

Dataiku

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

Netlify

Free
  • StarterFree
    • 100GB bandwidth
    • 300 build minutes
    • 1 concurrent build
  • Pro$19/month
    • 400GB bandwidth
    • 25,000 build minutes
    • 3 concurrent builds
  • Business$99/month
    • 600GB bandwidth
    • 35,000 build minutes
    • 5 concurrent builds
  • Enterprise$undefined/month
    • Custom bandwidth
    • Custom build minutes
    • Unlimited concurrent builds

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 Netlify if

  • You need continuous deployment.
  • You want to start without paying.
  • You also want instant rollbacks.
Netlify review

Questions people ask

Is Dataiku or Netlify better?
Neither clearly leads. Dataiku starts at Free and Netlify at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dataiku or Netlify?
Dataiku starts at Free and Netlify at Free.
Does Dataiku or Netlify run on more platforms?
Dataiku runs on Linux, Mac, Windows, Web. Netlify runs on Web.
Can I use Dataiku for free?
Both have a free tier, so you can try either at no cost before committing.
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 Netlify is typically brought in for.
What can Dataiku do that Netlify cannot?
Dataiku covers Visual data prep, AutoML, MLOps, Collaboration. Netlify covers Continuous deployment, Instant rollbacks, Deploy previews, Split testing.
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