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Software · head to head

Stata vs DataRobot

Stata logo

Stata

Software

Data science software for research professionals

From
$48/year
Rated
-
Full reviewWebsite
DataRobot logo

DataRobot

Software

Enterprise AI platform for automated machine learning

From
On request
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Stata the entry Stata/BE edition is capped at 2,048 variables and 798 independent variables in a model; DataRobot model transparency is limited, often resembling a black box with limited explainability
  • They diverge on capability: Stata covers Statistical analysis, DataRobot covers Automated ML.

Where they differ

Only the attributes on which Stata and DataRobot actually diverge.

Attributes where Stata and DataRobot differ
AttributeStataDataRobot
Starting price$48/yearOn request
PlatformsLinux, Mac, WindowsWeb
Founded19852012

Identical on both: pricing model (subscription), free tier (No), 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 Stata

  • Statistical analysis
  • Data management
  • Graphics
  • Econometrics
  • Survey analysis
  • Python
  • ODBC
  • Excel

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.

Stata

  • Statistical analysis and econometrics on panel and survey datanot DataRobot
  • Reproducible research with do files and logsnot DataRobot
  • Teaching quantitative methods to studentsnot DataRobot

DataRobot

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

Where each one falls short

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

Stata

  • The entry Stata/BE edition is capped at 2,048 variables and 798 independent variables in a model
  • Raising the variable limit to 32,767 requires Stata/SE and 120,000 requires Stata/MP
  • Stata/MP is licensed by core count, so 2 core and 4 core licences are priced separately
  • Student licences require proof of enrolment at a degree granting institution
  • Stata/MP is not sold on a 6 month student term
  • Perpetual student licences cost several times the annual price, for example $298 against $94 for Stata/BE

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

Stata

$48/year
  • Stata/BE$48/year
    • Basic edition
    • Core features
  • Stata/SE$295/year
    • Standard edition
    • Larger datasets

DataRobot

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

Which should you pick?

Choose Stata if

  • You need statistical analysis.
  • You work on Linux, Mac, Windows.
  • You also want data management.
Stata review

Choose DataRobot if

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

Questions people ask

Is Stata or DataRobot better?
Neither clearly leads. Stata starts at $48/year and DataRobot at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Stata or DataRobot?
Stata starts at $48/year and DataRobot at On request.
Does Stata or DataRobot run on more platforms?
Stata runs on Linux, Mac, Windows. DataRobot runs on Web.
What is Stata best used for?
Stata is most often used for statistical analysis and econometrics on panel and survey data, reproducible research with do files and logs, teaching quantitative methods to students. Of those, statistical analysis and econometrics on panel and survey data and reproducible research with do files and logs are not what DataRobot is typically brought in for.
What can Stata do that DataRobot cannot?
Stata covers Statistical analysis, Data management, Graphics, Econometrics. DataRobot covers Automated ML, Model deployment, Time series, MLOps.

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
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
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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