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Software · head to head

Aha! vs Dataiku

Aha! logo

Aha!

Software

Roadmapping software for product builders

From
$59/month
Rated
-
Full reviewWebsite
Dataiku logo

Dataiku

Software

Everyday AI, Extraordinary People

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Dataiku has a free tier, so it costs nothing to try first.
  • Each has a real cost: Aha! sold as eight separate products rather than one subscription, so Roadmaps, Discovery, Ideas, Whiteboards, Builder, Develop, Teamwork and Knowledge are each priced per user; Dataiku no pricing is published at any tier, and the plans page carries no figures at all
  • They diverge on capability: Aha! covers Strategic roadmaps, Dataiku covers Visual data prep.

Where they differ

Only the attributes on which Aha! and Dataiku actually diverge.

Attributes where Aha! and Dataiku differ
AttributeAha!Dataiku
Starting price$59/monthFree
Pricing modelUnknownfreemium
Free tierNoYes
PlatformsWebLinux, Mac, Windows, Web

Identical on both: user rating (Not yet rated), category (Unknown), founded (2013).

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 Aha!

  • Strategic roadmaps
  • Release planning
  • Idea management
  • Requirements & user stories
  • Visual workflows
  • Gantt charts
  • Pivot tables
  • Custom scorecards

Only in Dataiku

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

What people use each for

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

Aha!

  • Product roadmapping linked to strategy and goalsnot Dataiku
  • Collecting and scoring customer feedback through Ideasnot Dataiku
  • Customer research and interview analysis with Discoverynot Dataiku
  • Agile delivery tracking with Developnot Dataiku
  • Internal product documentation with Knowledgenot Dataiku

Dataiku

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

Where each one falls short

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

Aha!

  • Sold as eight separate products rather than one subscription, so Roadmaps, Discovery, Ideas, Whiteboards, Builder, Develop, Teamwork and Knowledge are each priced per user
  • Roadmaps at $59 per user per month is expensive next to general project tools, and Discovery and Ideas add $39 each
  • The Develop integration with Roadmaps requires the Enterprise or Enterprise+ tier
  • Annual billing is by invoice only; monthly is card

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

Pricing, plan by plan

Aha!

$59/month
  • Startup$29/month
    • All premium features
    • Discounted pricing for early-stage startups
  • Premium$59/month
    • Strategy setting
    • Roadmap creation
    • Feature prioritization
  • Enterprise$null/month
    • Unlimited reviewers and viewers
    • Advanced features
  • Enterprise+$null/month
    • Everything in Enterprise plus workflow automation
    • Capacity planning
    • Concierge support

Dataiku

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

Which should you pick?

Choose Aha! if

  • You need strategic roadmaps.
  • You also want release planning.
Aha! review

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

Questions people ask

Is Aha! or Dataiku better?
Neither clearly leads. Aha! starts at $59/month and Dataiku at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Aha! or Dataiku?
Dataiku has a free tier; the other does not. Paid plans start at $59/month for Aha! and Free for Dataiku.
Does Aha! or Dataiku run on more platforms?
Aha! runs on Web. Dataiku runs on Linux, Mac, Windows, Web.
Can I use Dataiku for free?
Yes. Dataiku has a free tier, so you can try it without paying. Aha! starts at $59/month.
What is Aha! best used for?
Aha! is most often used for product roadmapping linked to strategy and goals, collecting and scoring customer feedback through ideas, customer research and interview analysis with discovery, agile delivery tracking with develop. Of those, product roadmapping linked to strategy and goals and collecting and scoring customer feedback through ideas are not what Dataiku is typically brought in for.
What can Aha! do that Dataiku cannot?
Aha! covers Strategic roadmaps, Release planning, Idea management, Requirements & user stories. Dataiku covers Visual data prep, AutoML, MLOps, Collaboration.

Answered from the vendors’ own pages

Aha!: Does Aha! have a free tier?

No. Aha! offers a 30-day free trial without requiring a credit card, but there is no permanent free plan. Pricing starts at $59/user/month for Aha! Roadmaps.

Source
Aha!: How is Aha! pricing structured?

Aha! uses per-user billing. Premium plan charges all users equally regardless of permission level. Enterprise plans only charge for workspace owners and contributors, with unlimited reviewers and viewers at no additional cost.

Source
Aha!: Can I use Aha! offline?

Aha! is a cloud-based SaaS platform with no offline mode mentioned in documentation. All features require internet connectivity to the cloud servers.

Source
Aha!: What does Enterprise+ plan include?

Enterprise+ includes workflow automation, capacity planning, custom tables and calculations, advanced license management, account backup and export, anti-virus scanning, IP access control, and concierge white-glove support.

Source
Aha!: How many integrations does Aha! support?

Aha! Roadmaps offers 40+ integrations including Jira, Azure DevOps, Slack, Salesforce, and Zendesk. Salesforce and Zendesk require additional add-on purchases.

Source
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