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Software · head to head

Asana vs DataRobot

Asana logo

Asana

Software

Manage your team's work, projects, & tasks online

From
Free
Rated
-
Full reviewWebsite
DataRobot logo

DataRobot

Software

Enterprise AI platform for automated machine learning

From
On request
Rated
-
Full reviewWebsite

The short version

  • Only Asana has a free tier, so it costs nothing to try first.
  • Each has a real cost: Asana the free Personal tier is capped at 2 users, so it does not cover a small team; DataRobot model transparency is limited, often resembling a black box with limited explainability
  • They diverge on capability: Asana covers Multiple project views, DataRobot covers Automated ML.

Where they differ

Only the attributes on which Asana and DataRobot actually diverge.

Attributes where Asana and DataRobot differ
AttributeAsanaDataRobot
Starting priceFreeOn request
Pricing modelUnknownsubscription
Free tierYesNo
PlatformsWeb, iOS, AndroidWeb
Founded20082012

Identical on both: 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 Asana

  • Multiple project views
  • Task dependencies
  • Milestones
  • Portfolios
  • Goals & OKRs
  • Workflow automation
  • Resource management
  • Reporting dashboards

Only in DataRobot

  • Automated ML
  • Model deployment
  • Time series
  • MLOps
  • Model monitoring
  • Snowflake
  • Databricks
  • AWS

What people use each for

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

Asana

  • Project planning & trackingnot DataRobot
  • Campaign managementnot DataRobot
  • Product launchesnot DataRobot
  • Event planningnot DataRobot
  • Agile & Scrum managementnot DataRobot

DataRobot

  • Machine learningnot Asana
  • Data analysisnot Asana
  • Model trainingnot Asana
  • Predictive analyticsnot Asana

Where each one falls short

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

Asana

  • The free Personal tier is capped at 2 users, so it does not cover a small team
  • Timeline and Gantt views, reporting dashboards and time tracking all require Starter at $10.99 per user per month
  • Portfolios, goals, workload management and approvals need Advanced at $24.99 per user per month
  • Salesforce, Tableau and Power BI integrations are Advanced or above
  • Monthly billing costs more, at $13.49 and $30.49 against the annual rates

DataRobot

  • Model transparency is limited, often resembling a black box with limited explainability
  • Requires integration with separate data manipulation tools for complex data transformation
  • Lacks native Python and R code customization for proprietary algorithms
  • Dependence on cloud connectivity means offline capabilities are not available
  • Uploading sensitive data to third-party servers raises data privacy and security concerns

Pricing, plan by plan

Asana

Free

No published plan breakdown. See the Asana review.

DataRobot

On request
  • TrialFree
    • Limited access
    • Basic features
  • EnterpriseFree
    • Full platform
    • AutoML
    • MLOps

Which should you pick?

Choose Asana if

  • You need multiple project views.
  • You want to start without paying.
  • You work on Web, iOS, Android.
  • You also want task dependencies.
Asana review

Choose DataRobot if

  • You need automated ml.
  • You also want model deployment.
DataRobot review

Questions people ask

Is Asana or DataRobot better?
Neither clearly leads. Asana starts at Free and DataRobot at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Asana or DataRobot?
Asana has a free tier; the other does not. Paid plans start at Free for Asana and On request for DataRobot.
Does Asana or DataRobot run on more platforms?
Asana runs on Web, iOS, Android. DataRobot runs on Web.
Can I use Asana for free?
Yes. Asana has a free tier, so you can try it without paying. DataRobot starts at On request.
What is Asana best used for?
Asana is most often used for project planning & tracking, campaign management, product launches, event planning. Of those, project planning & tracking and campaign management are not what DataRobot is typically brought in for.
What can Asana do that DataRobot cannot?
Asana covers Multiple project views, Task dependencies, Milestones, Portfolios. DataRobot covers Automated ML, Model deployment, Time series, MLOps.

Answered from the vendors’ own pages

Asana: Does Asana have a free tier?

Yes. Asana offers a free Personal plan for up to 2 users, plus free trial access to paid plans.

Source
DataRobot: Does DataRobot require data science expertise?

DataRobot automates much of the ML pipeline including data preparation, feature engineering, and model selection, making it more accessible to non-experts, though it is still an enterprise platform.

Source
Asana: What is the starting price for Asana paid plans?

Asana Starter plan begins at $10.99 per user per month when billed annually, or $13.49 per user when billed monthly.

Source
DataRobot: What does DataRobot cost?

DataRobot uses custom enterprise pricing with typical starting costs around $2,500 per month for smaller organizations. For 10 users, monthly costs range from $15,000 to $20,000. Implementation and professional services are 20-40% of first-year contract value.

Source
Asana: Does Asana integrate with other work tools?

Yes. Asana offers 200+ integrations including Slack, Google Workspace, Microsoft Teams, Salesforce, Jira, and Zoom.

Source
DataRobot: Does DataRobot support generative AI?

Yes, DataRobot offers generative AI capabilities with API-first integrations for LLMs, vector databases, and embedding models.

Source
DataRobot: Can DataRobot handle unstructured data?

Yes, DataRobot supports machine learning on both structured and unstructured data, including deep learning, NLP, and image analysis.

Source
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