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Dataiku vs Linear

Dataiku logo

Dataiku

Software

Everyday AI, Extraordinary People

From
Free
Rated
-
Linear logo

Linear

Software

The issue tracking tool you'll enjoy using

From
Free
Rated
-

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; Linear no task-level Gantt chart; Timeline view is available for projects only, not individual issues
  • They diverge on capability: Dataiku covers Visual data prep, Linear covers Fast, real-time sync.

Where they differ

Only the attributes on which Dataiku and Linear actually diverge.

Attributes where Dataiku and Linear differ
AttributeDataikuLinear
Pricing modelfreemiumUnknown
PlatformsLinux, Mac, Windows, WebWeb, iOS, Android, macOS, Windows
Founded20132019

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 Linear

  • Fast, real-time sync
  • Keyboard-first design
  • Automatic issue tracking
  • Cycles (sprints)
  • Projects & milestones
  • Custom workflows
  • API & webhooks
  • Built-in roadmaps

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

Linear

  • Issue management and triage, converting customer feedback into prioritized issuesnot Dataiku
  • Strategic planning via initiatives, roadmaps, and PRDs from idea to launchnot Dataiku
  • Agent-assisted development, with agents drafting docs and submitting pull requestsnot Dataiku
  • Code review with structural diffs for human and agent outputnot Dataiku
  • Progress monitoring via dashboards tracking cycle times and project healthnot 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

Linear

  • No task-level Gantt chart; Timeline view is available for projects only, not individual issues
  • No native time-tracking or hour-logging feature
  • No native Linux desktop app; official FAQ states it 'may come in the future but it's not on the roadmap for now'
  • Free tier capped at 250 issues and 2 teams

Pricing, plan by plan

Dataiku

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

Linear

Free
  • FreeFree
    • Unlimited members
    • 2 teams
    • 250 issues
  • Basic$10/month
    • 5 teams
    • Unlimited issues
    • Unlimited file uploads
  • Business$16/month
    • Unlimited teams
    • Private teams/guests
    • Triage Intelligence
  • Enterprise$undefined/month
    • SAML/SCIM
    • Granular admin controls
    • Invoice/PO billing

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.

Choose Linear if

  • You need fast, real-time sync.
  • You want to start without paying.
  • You work on Web, iOS, Android, macOS, Windows.
  • You also want keyboard-first design.

Questions people ask

Is Dataiku or Linear better?
Neither clearly leads. Dataiku starts at Free and Linear at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dataiku or Linear?
Dataiku starts at Free and Linear at Free.
Does Dataiku or Linear run on more platforms?
Dataiku runs on Linux, Mac, Windows, Web. Linear runs on Web, iOS, Android, macOS, Windows.
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 Linear is typically brought in for.
What can Dataiku do that Linear cannot?
Dataiku covers Visual data prep, AutoML, MLOps, Collaboration. Linear covers Fast, real-time sync, Keyboard-first design, Automatic issue tracking, Cycles (sprints).

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