Softwr

Machine Learning & Data Science · head to head

DataRobot vs Monday.com

DataRobot logo

DataRobot

Machine Learning & Data Science

Enterprise AI platform for automated machine learning

From
On request
Rated
-
Full reviewWebsite
Monday.com logo

Monday.com

Technology

A platform built for a new way of working

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Monday.com has a free tier, so it costs nothing to try first.
  • Each has a real cost: DataRobot model transparency is limited, often resembling a black box with limited explainability; Monday.com expensive at scale with 3-seat minimum and costs increasing quickly with team size
  • They diverge on capability: DataRobot covers Automated ML, Monday.com covers Customizable workflows.

Where they differ

Only the attributes on which DataRobot and Monday.com actually diverge.

Attributes where DataRobot and Monday.com differ
AttributeDataRobotMonday.com
Starting priceOn requestFree
Pricing modelsubscriptionUnknown
Free tierNoYes
PlatformsWebWeb, iOS, Android
CategoryMachine Learning & Data ScienceTechnology

Identical on both: user rating (Not yet rated), founded (2012).

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 DataRobot

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

Only in Monday.com

  • Customizable workflows
  • Multiple views (Kanban, Gantt, Calendar)
  • Automation engine
  • Real-time collaboration
  • Mobile apps
  • Forms
  • Dashboards
  • Workload management

What people use each for

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

DataRobot

  • Machine learningnot Monday.com
  • Data analysisnot Monday.com
  • Model trainingnot Monday.com
  • Predictive analyticsnot Monday.com

Monday.com

  • Project managementnot DataRobot
  • Sales CRMnot DataRobot
  • Marketing campaignsnot DataRobot
  • HR processesnot DataRobot
  • IT ticketingnot DataRobot

Where each one falls short

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

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

Monday.com

  • Expensive at scale with 3-seat minimum and costs increasing quickly with team size
  • Limited free plan with only 2 users and 3 boards
  • Mobile app provides reduced functionality compared to web version
  • Email CC/BCC limitations for looping in stakeholders without full board access
  • WorkForms can only create new items, not update existing ones

Pricing, plan by plan

DataRobot

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

Monday.com

Free

No published plan breakdown. See the Monday.com review.

Which should you pick?

Choose DataRobot if

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

Choose Monday.com if

  • You need customizable workflows.
  • You want to start without paying.
  • You work on Web, iOS, Android.
  • You also want multiple views (kanban, gantt, calendar).
Monday.com review

Questions people ask

Is DataRobot or Monday.com better?
Neither clearly leads. DataRobot starts at On request and Monday.com at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, DataRobot or Monday.com?
Monday.com has a free tier; the other does not. Paid plans start at On request for DataRobot and Free for Monday.com.
Does DataRobot or Monday.com run on more platforms?
DataRobot runs on Web. Monday.com runs on Web, iOS, Android.
Can I use Monday.com for free?
Yes. Monday.com has a free tier, so you can try it without paying. DataRobot starts at On request.
What is DataRobot best used for?
DataRobot is most often used for machine learning, data analysis, model training, predictive analytics. Of those, machine learning and data analysis are not what Monday.com is typically brought in for.
What can DataRobot do that Monday.com cannot?
DataRobot covers Automated ML, Model deployment, Time series, MLOps. Monday.com covers Customizable workflows, Multiple views (Kanban, Gantt, Calendar), Automation engine, Real-time collaboration.

Answered from the vendors’ own pages

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
Monday.com: Does Monday.com have a free plan?

Yes, Monday.com offers a free plan limited to 2 users and 3 boards. Paid plans start at around $9 per seat per month and require a minimum of 3 seats.

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
Monday.com: Can I use Monday.com on mobile?

Monday.com is available on iOS and Android, but the mobile app lacks the full depth of the desktop version, making complex board management more difficult on the go.

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
Monday.com: Does Monday.com support offline work?

Monday.com is primarily a cloud-based platform and does not have robust offline capabilities. You need an internet connection to access and edit boards.

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
Monday.com: What is Monday.com's pricing based on?

Pricing is based on the number of seats and which product module you choose (Work Management, Sales CRM, Dev, or Service). Each module has different features and pricing.

Source
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Related pages

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