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Top 10 H2O Alternatives & Competitors

(24)4.5 out of 5

The Data Science and Machine Learning Platforms solutions below are the most common alternatives that users and reviewers compare with H2O. Data Science and Machine Learning Platforms is a widely used technology, and many people are seeking easily administered, high quality software solutions with drag and drop, pre-built algorithms, and model training. Other important factors to consider when researching alternatives to H2O include performance. The best overall H2O alternative is Altair AI Studio. Other similar apps like H2O are Dataiku, Amazon SageMaker, Alteryx, and DataRobot. H2O alternatives can be found in Data Science and Machine Learning Platforms but may also be in Analytics Platforms or Generative AI Infrastructure Software.

Best Paid & Free Alternatives to H2O

Altair AI Studio
Dataiku
Amazon SageMaker
Alteryx
DataRobot
Vertex AI
Databricks Data Intelligence Platform
Tableau

Top 10 Alternatives to H2O Recently Reviewed By G2 Community

Browse options below. Based on reviewer data, you can see how H2O stacks up to the competition, check reviews from current & previous users in industries like Financial Services, Higher Education, and Information Technology and Services, and find the best product for your business.

Altair AI Studio

By Altair

(497)4.6 out of 5

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.

Categories in common with H2O:

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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

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Dataiku

By Dataiku

(48)4.3 out of 5

Dataiku is the platform for Everyday AI, enabling data experts and domain experts to work together to build data into their daily operations, from advanced analytics to Generative AI.

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Reviewers say compared to H2O, Dataiku is:

Better at meeting requirements

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Squirro

(8)4.6 out of 5

Data finds purpose with Squirro, the first enterprise-ready generative AI for search, insights, and automation. Trusted by central banks and over 30 industry leaders. Squirro develops top-notch Retrieval Augmented Generation (RAG) and Semantic Search technology with access to an unlimited universe of data and connectors. Squirro's features include advanced search & chat while browsing, document summarization, chats with results, knowledge graphs, among others. Squirro offers the implementation of stringent access control lists (ACLs), the flexibility of public cloud and on-premise deployments with open-source models like Mixtral, ensuring full data sovereignty, adapted for the most regulated industries. Recognized by Gartner as a visionary company.

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Reviewers say compared to H2O, Squirro is:

Better at meeting requirements

Easier to set up

Better at support

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Amazon SageMaker

By Amazon Web Services (AWS)

(39)4.2 out of 5

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.

Categories in common with H2O:

Reviewers say compared to H2O, Amazon SageMaker is:

Easier to do business with

Better at meeting requirements

Easier to set up

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Alteryx

By Alteryx

(625)4.6 out of 5

Alteryx drives transformational business outcomes through unified analytics, data science, and process automation.

Categories in common with H2O:

Reviewers say compared to H2O, Alteryx is:

Easier to set up

Better at meeting requirements

Easier to do business with

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DataRobot

By DataRobot

(26)4.4 out of 5

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.

Categories in common with H2O:

Reviewers say compared to H2O, DataRobot is:

Better at meeting requirements

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Vertex AI

By Google

(511)4.3 out of 5

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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