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Software · head to head

Dataiku vs TensorBoard

Dataiku logo

Dataiku

Software

Everyday AI, Extraordinary People

From
Free
Rated
-
Full reviewWebsite
T

TensorBoard

Software

TensorFlow's visualization toolkit

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; TensorBoard built and documented as a TensorFlow companion tool; the project's own site presents it as inspecting TensorFlow runs and graphs specifically, per tensorflow.org/tensorboard.

Where they differ

Only the attributes on which Dataiku and TensorBoard actually diverge.

Attributes where Dataiku and TensorBoard differ
AttributeDataikuTensorBoard
Pricing modelfreemiumopen-source
PlatformsLinux, Mac, Windows, WebWeb
Founded2013Unknown

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 Dataiku

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

Only in TensorBoard

Nothing recorded that Dataiku does not also cover.

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

TensorBoard

No use cases recorded yet. See the TensorBoard review.

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

TensorBoard

  • Built and documented as a TensorFlow companion tool; the project's own site presents it as inspecting TensorFlow runs and graphs specifically, per tensorflow.org/tensorboard.
  • Source is Apache-2.0 licensed on GitHub (github.com/tensorflow/tensorboard), so there is no vendor-hosted paid tier or support contract distinct from the open source project.

Pricing, plan by plan

Dataiku

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

TensorBoard

Free

No published plan breakdown. See the TensorBoard review.

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 TensorBoard if

  • You want to start without paying.
TensorBoard review

Questions people ask

Is Dataiku or TensorBoard better?
Neither clearly leads. Dataiku starts at Free and TensorBoard at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dataiku or TensorBoard?
Dataiku starts at Free and TensorBoard at Free.
Does Dataiku or TensorBoard run on more platforms?
Dataiku runs on Linux, Mac, Windows, Web. TensorBoard 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 TensorBoard is typically brought in for.
What can Dataiku do that TensorBoard cannot?
Dataiku covers Visual data prep, AutoML, MLOps, Collaboration.
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