Top 10 H2O Alternatives & Competitors

Top 10 Alternatives to H2O Recently Reviewed By G2 Community

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Dataiku
By Dataiku
4.4/5
(183)
Product Description
Dataiku is the Universal AI Platform, giving organizations control over their AI talent, processes, and technologies to unleash the creation of analytics, models, and agents.
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Reviewers say compared to H2O, Dataiku is:
Better at meeting requirements
More expensive
Easier to set up
Categories in common with H2O:
Data Science and Machine Learning Platforms
Predictive Analytics
Generative AI Infrastructure

Altair AI Studio
By Altair
4.6/5
(508)
Product Description
RapidMiner is a powerful, easy to use and intuitive graphical user interface for the design of analytic processes. Let the Wisdom of Crowds and recommendations from the RapidMiner community guide your way. And you can easily reuse your R and Python code.
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Reviewers say compared to H2O, Altair AI Studio is:
Easier to set up
Better at meeting requirements
Easier to do business with
Categories in common with H2O:
Data Science and Machine Learning Platforms
Predictive Analytics
Generative AI Infrastructure

Amazon SageMaker
By Amazon Web Services (AWS)
4.3/5
(45)
Product Description
Amazon SageMaker is a fully-managed service that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. Amazon SageMaker removes all the barriers that typically slow down developers who want to use machine learning.
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Reviewers say compared to H2O, Amazon SageMaker is:
Easier to do business with
Easier to set up
Better at meeting requirements
Categories in common with H2O:
Data Science and Machine Learning Platforms
Generative AI Infrastructure
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DataRobot
By DataRobot
4.4/5
(26)
Product Description
DataRobot offers a machine learning platform for data scientists of all skill levels to build and deploy accurate predictive models in a less time than it used to take.
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Reviewers say compared to H2O, DataRobot is:
Better at meeting requirements
Categories in common with H2O:
Data Science and Machine Learning Platforms
Predictive Analytics

Vertex AI
By Google
4.3/5
(593)
Product Description
Vertex AI is a managed machine learning (ML) platform that helps you build, train, and deploy ML models faster and easier. It includes a unified UI for the entire ML workflow, as well as a variety of tools and services to help you with every step of the process. Vertex AI Workbench is a cloud-based IDE that is included with Vertex AI. It makes it easy to develop and debug ML code. It provides a variety of features to help you with your ML workflow, such as code completion, linting, and debugging. Vertex AI and Vertex AI Workbench are a powerful combination that can help you accelerate your ML development. With Vertex AI, you can focus on building and training your models, while Vertex AI Workbench takes care of the rest. This frees you up to be more productive and creative, and it helps you get your models into production faster. If you're looking for a powerful and easy-to-use ML platform, then Vertex AI is a great option. With Vertex AI, you can build, train, and deploy ML models faster and easier than ever before.
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Reviewers say compared to H2O, Vertex AI is:
Better at meeting requirements
Easier to set up
More expensive
Categories in common with H2O:
Data Science and Machine Learning Platforms
Generative AI Infrastructure

Databricks Data Intelligence Platform
By Databricks Inc.
4.6/5
(626)
Product Description
Making big data simple
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Reviewers say compared to H2O, Databricks Data Intelligence Platform is:
Better at meeting requirements
Easier to set up
Easier to do business with
Categories in common with H2O:
Data Science and Machine Learning Platforms

Tableau
By Salesforce
4.4/5
(3,326)
Product Description
Tableau Server is a business intelligence application that provides browser-based analytics anyone can learn and use.
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Reviewers say compared to H2O, Tableau is:
Better at meeting requirements
More expensive
Easier to set up
Categories in common with H2O:
Predictive Analytics

Spotfire Analytics
By Spotfire
4.2/5
(363)
Product Description
Self-service data discovery. Fastest to actionable insight. Collaborative, predictive, event-driven data analysis - free from IT.
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Reviewers say compared to H2O, Spotfire Analytics is:
Better at meeting requirements
More expensive
Easier to do business with
Categories in common with H2O:
Data Science and Machine Learning Platforms
Predictive Analytics

MATLAB
By MathWorks
4.5/5
(759)
Product Description
MATLAB is a programming, modeling and simulation tool developed by MathWorks.
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Reviewers say compared to H2O, MATLAB is:
Better at meeting requirements
Easier to set up
More expensive
Categories in common with H2O:
Data Science and Machine Learning Platforms

G2 Deals

Buying software just got smarter. And cheaper.

This is how G2 Deals can help you:

• Easily shop for curated – and trusted – software
• Own your own software buying journey
• Discover exclusive deals on software

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