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Machine Learning & Data Science · head to head

Minitab vs H2O.ai

Minitab logo

Minitab

Machine Learning & Data Science

Statistical software for quality improvement

From
Free
Rated
-
Full reviewWebsite
H2O.ai logo

H2O.ai

Machine Learning & Data Science

AI Cloud for building and deploying AI applications

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Minitab pricing is by quote only: the pricing page is an inquiry form and publishes no rate, no seat price and no minimum; 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
  • They diverge on capability: Minitab covers Statistical analysis, H2O.ai covers AutoML.

Where they differ

Only the attributes on which Minitab and H2O.ai actually diverge.

Attributes where Minitab and H2O.ai differ
AttributeMinitabH2O.ai
Pricing modelsubscriptionfreemium
PlatformsMac, Windows, WebWeb, Cloud
Founded19722011

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Machine Learning & Data Science).

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 Minitab

  • Statistical analysis
  • Quality tools
  • Regression analysis
  • Control charts
  • Design of experiments
  • Excel

Only in H2O.ai

  • AutoML
  • Distributed computing
  • Feature engineering
  • Model explainability
  • Time series forecasting
  • Spark
  • Hadoop
  • JDBC

Both cover

  • Python
  • R
  • Mac support
  • Windows support
  • Web support

What people use each for

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

Minitab

  • Statistical analysis and hypothesis testing for quality engineeringnot H2O.ai
  • Six Sigma and process improvement studies with control chartsnot H2O.ai
  • Design of experiments and capability analysisnot H2O.ai

H2O.ai

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

Where each one falls short

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

Minitab

  • Pricing is by quote only: the pricing page is an inquiry form and publishes no rate, no seat price and no minimum
  • Obtaining a price requires submitting contact details and waiting for a sales representative

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

Pricing, plan by plan

Minitab

Free
  • TrialFree
    • 7-day trial
    • Full features
  • Single User$29/month
    • Full Minitab
    • All features

H2O.ai

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

Which should you pick?

Choose Minitab if

  • You need statistical analysis.
  • You want to start without paying.
  • You work on Mac, Windows, Web.
  • You also want quality tools.
Minitab review

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

Questions people ask

Is Minitab or H2O.ai better?
Neither clearly leads. Minitab starts at Free and H2O.ai at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Minitab or H2O.ai?
Minitab starts at Free and H2O.ai at Free.
Does Minitab or H2O.ai run on more platforms?
Minitab runs on Mac, Windows, Web. H2O.ai runs on Web, Cloud.
Can I use Minitab for free?
Both have a free tier, so you can try either at no cost before committing.
What is Minitab best used for?
Minitab is most often used for statistical analysis and hypothesis testing for quality engineering, six sigma and process improvement studies with control charts, design of experiments and capability analysis. Of those, statistical analysis and hypothesis testing for quality engineering and six sigma and process improvement studies with control charts are not what H2O.ai is typically brought in for.
What can Minitab do that H2O.ai cannot?
Minitab covers Statistical analysis, Quality tools, Regression analysis, Control charts. H2O.ai covers AutoML, Distributed computing, Feature engineering, Model explainability. Both handle Python, R, Mac support, Windows 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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Related pages

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