Softwr

Machine Learning & Data Science · head to head

DataRobot vs Fibery

DataRobot logo

DataRobot

Machine Learning & Data Science

Enterprise AI platform for automated machine learning

From
On request
Rated
-
Full reviewWebsite
Fibery logo

Fibery

Spreadsheet & Data

Connected workspace for product teams

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Fibery 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; Fibery free plan limited to 10 users and 10 guests
  • They diverge on capability: DataRobot covers Automated ML, Fibery covers Customizable databases.

Where they differ

Only the attributes on which DataRobot and Fibery actually diverge.

Attributes where DataRobot and Fibery differ
AttributeDataRobotFibery
Starting priceOn requestFree
Free tierNoYes
CategoryMachine Learning & Data ScienceSpreadsheet & Data
Founded20122018

Identical on both: pricing model (subscription), platforms (Web), user rating (Not yet rated).

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 Fibery

  • Customizable databases
  • Bi-directional linking
  • Whiteboards
  • Documents
  • Timelines
  • Formulas
  • Automations
  • API access

Both cover

  • Web support

What people use each for

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

DataRobot

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

Fibery

  • Work management and product development platformnot DataRobot
  • Relational database with multiple view types (table, board, gallery, timeline, calendar, Gantt)not DataRobot
  • Knowledge base and document collaborationnot 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

Fibery

  • Free plan limited to 10 users and 10 guests
  • Free plan limited to 10 databases
  • Enterprise plan requires minimum of 25 paid users
  • SAML SSO available only on Enterprise plan

Pricing, plan by plan

DataRobot

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

Fibery

Free

No published plan breakdown. See the Fibery review.

Which should you pick?

Choose DataRobot if

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

Choose Fibery if

  • You need customizable databases.
  • You want to start without paying.
  • You also want bi-directional linking.
Fibery review

Questions people ask

Is DataRobot or Fibery better?
Neither clearly leads. DataRobot starts at On request and Fibery at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, DataRobot or Fibery?
Fibery has a free tier; the other does not. Paid plans start at On request for DataRobot and Free for Fibery.
Does DataRobot or Fibery run on more platforms?
Both run on Web, so platform support will not decide this one for you.
Can I use Fibery for free?
Yes. Fibery 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 Fibery is typically brought in for.
What can DataRobot do that Fibery cannot?
DataRobot covers Automated ML, Model deployment, Time series, MLOps. Fibery covers Customizable databases, Bi-directional linking, Whiteboards, Documents. Both handle Web support.

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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