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Machine Learning · head to head

H2O.ai vs SAP BusinessObjects

H2O.ai logo

H2O.ai

Machine Learning

AI Cloud for building and deploying AI applications

From
Free
Rated
-
Full reviewWebsite
SAP BusinessObjects logo

SAP BusinessObjects

Business Intelligence

Enterprise business intelligence suite

From
$400/month
Rated
-
Full reviewWebsite

The short version

  • Only H2O.ai has a free tier, so it costs nothing to try first.
  • Each has a real cost: H2O.ai java is always required to run H2O-3 even when working from R or Python, and only a 64-bit JRE or JDK is supported; 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: H2O.ai covers AutoML, SAP BusinessObjects covers Crystal Reports.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which H2O.ai and SAP BusinessObjects actually diverge.

Attributes where H2O.ai and SAP BusinessObjects differ
AttributeH2O.aiSAP BusinessObjects
Starting priceFree$400/month
Pricing modelfreemiumsubscription
Free tierYesNo
PlatformsWeb, CloudWeb, Desktop, Mobile
CategoryMachine LearningBusiness Intelligence
Founded20111972

Identical on both: 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 H2O.ai

  • AutoML
  • Distributed computing
  • Feature engineering
  • Model explainability
  • Time series forecasting
  • Spark
  • Python
  • R

Only in SAP BusinessObjects

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

Both cover

  • Hadoop
  • Web support

What people use each for

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

H2O.ai

  • Distributed in-memory machine learning over large datasetsnot SAP BusinessObjects
  • Training and productionising models from R or Python against a shared H2O clusternot SAP BusinessObjects

SAP BusinessObjects

  • Enterprise reportingnot H2O.ai
  • Executive dashboardsnot H2O.ai
  • Regulatory compliancenot H2O.ai
  • Strategic planningnot H2O.ai
  • Operational analyticsnot H2O.ai

Where each one falls short

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

H2O.ai

  • Java is always required to run H2O-3 even when working from R or Python, and only a 64-bit JRE or JDK is supported
  • Supported Java versions stop at Java SE 17; newer versions only run by forcing an unsupported version flag and are guaranteed for experiments rather than production
  • H2O-3 only supports numpy below version 2, so a numpy 2 environment must be downgraded
  • Supported Python versions are limited to 3.7 through 3.11
  • The Flow web UI requires an internet browser and is the only graphical interface

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

H2O.ai

Free
  • H2O-3 Open SourceFree
    • Core algorithms
    • AutoML
    • Community support
  • Driverless AIFree
    • Automatic feature engineering
    • Model explainability
    • Enterprise support

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 H2O.ai if

  • You need automl.
  • You want to start without paying.
  • You work on Web, Cloud.
  • You also want distributed computing.
H2O.ai 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 H2O.ai or SAP BusinessObjects better?
Neither clearly leads. H2O.ai starts at Free and SAP BusinessObjects at $400/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, H2O.ai or SAP BusinessObjects?
H2O.ai has a free tier; the other does not. Paid plans start at Free for H2O.ai and $400/month for SAP BusinessObjects.
Does H2O.ai or SAP BusinessObjects run on more platforms?
H2O.ai runs on Web, Cloud. SAP BusinessObjects runs on Web, Desktop, Mobile.
Can I use H2O.ai for free?
Yes. H2O.ai has a free tier, so you can try it without paying. SAP BusinessObjects starts at $400/month.
What is H2O.ai best used for?
H2O.ai is most often used for distributed in-memory machine learning over large datasets, training and productionising models from r or python against a shared h2o cluster. Of those, distributed in-memory machine learning over large datasets and training and productionising models from r or python against a shared h2o cluster are not what SAP BusinessObjects is typically brought in for.
What can H2O.ai do that SAP BusinessObjects cannot?
H2O.ai covers AutoML, Distributed computing, Feature engineering, Model explainability. SAP BusinessObjects covers Crystal Reports, Web Intelligence, Lumira, Analysis for Office. Both handle Hadoop, Web support.

Answered from the vendors’ own pages

H2O.ai: Is H2O open source and free?

Yes. H2O-3 OSS is free and Apache-licensed, designed for self-managed and experimental workflows. H2O.ai also offers enterprise cloud solutions with additional features.

Source
H2O.ai: How many companies use H2O's open source platform?

Over 18,000 companies across Finance, Insurance, Healthcare, Retail, Telco, Sales, and Marketing use H2O's open-source machine learning platform.

Source
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