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Machine Learning · head to head

DataRobot vs SAP BusinessObjects

DataRobot logo

DataRobot

Machine Learning

Enterprise AI platform for automated machine learning

From
On request
Rated
-
Full reviewWebsite
SAP BusinessObjects logo

SAP BusinessObjects

Business Intelligence

Enterprise business intelligence suite

From
$400/month
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: DataRobot model transparency is limited, often resembling a black box with limited explainability; SAP BusinessObjects sAP BusinessObjects Private Cloud Edition is listed on UK G-Cloud 14 as a Cloud software service by SAP (UK) Limited titled 'SAP Business Objects Private Cloud Edition', alongside a reseller listing from NTT DATA Business Solutions; the G-Cloud search results describe it as subscription-based but show no per-user or per-month figure in the listing summary
  • They diverge on capability: DataRobot covers Automated ML, SAP BusinessObjects covers Crystal Reports.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which DataRobot and SAP BusinessObjects actually diverge.

Attributes where DataRobot and SAP BusinessObjects differ
AttributeDataRobotSAP BusinessObjects
Starting priceOn request$400/month
PlatformsWebWeb, Desktop, Mobile
CategoryMachine LearningBusiness Intelligence
Founded20121972

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

  • Crystal Reports
  • Web Intelligence
  • Lumira
  • Analysis for Office
  • Live Office
  • SAP HANA
  • SAP ERP
  • Oracle

Both cover

  • Web support

What people use each for

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

DataRobot

  • Machine learningnot SAP BusinessObjects
  • Data analysisnot SAP BusinessObjects
  • Model trainingnot SAP BusinessObjects
  • Predictive analyticsnot SAP BusinessObjects

SAP BusinessObjects

  • Enterprise reportingnot DataRobot
  • Executive dashboardsnot DataRobot
  • Regulatory compliancenot DataRobot
  • Strategic planningnot DataRobot
  • Operational analyticsnot 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

SAP BusinessObjects

  • SAP BusinessObjects Private Cloud Edition is listed on UK G-Cloud 14 as a Cloud software service by SAP (UK) Limited titled 'SAP Business Objects Private Cloud Edition', alongside a reseller listing from NTT DATA Business Solutions; the G-Cloud search results describe it as subscription-based but show no per-user or per-month figure in the listing summary

Pricing, plan by plan

DataRobot

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

SAP BusinessObjects

$400/month
  • Standard$400/month
    • Core BI Tools
    • Web Intelligence
    • Crystal Reports
  • EnterpriseFree
    • Full Suite
    • Advanced Features
    • Premium Support

Which should you pick?

Choose DataRobot if

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

Choose SAP BusinessObjects if

  • You need crystal reports.
  • You work on Web, Desktop, Mobile.
  • You also want web intelligence.
SAP BusinessObjects review

Questions people ask

Is DataRobot or SAP BusinessObjects better?
Neither clearly leads. DataRobot starts at On request and SAP BusinessObjects at $400/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, DataRobot or SAP BusinessObjects?
DataRobot starts at On request and SAP BusinessObjects at $400/month.
Does DataRobot or SAP BusinessObjects run on more platforms?
DataRobot runs on Web. SAP BusinessObjects runs on Web, Desktop, Mobile.
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 SAP BusinessObjects is typically brought in for.
What can DataRobot do that SAP BusinessObjects cannot?
DataRobot covers Automated ML, Model deployment, Time series, MLOps. SAP BusinessObjects covers Crystal Reports, Web Intelligence, Lumira, Analysis for Office. 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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