Top 10 Amazon SageMaker Alternatives & Competitors

Top 10 Alternatives to Amazon SageMaker Recently Reviewed By G2 Community

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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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Categories in common with Amazon SageMaker:
MLOps Platforms
Data Science and Machine Learning Platforms
Generative AI Infrastructure
Low-Code Machine Learning Platforms

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 Amazon SageMaker, Dataiku is:
More usable
More expensive
Better at meeting requirements
Categories in common with Amazon SageMaker:
MLOps Platforms
Data Science and Machine Learning Platforms
Generative AI Infrastructure
Low-Code Machine Learning Platforms

Azure Machine Learning
By Microsoft
4.3/5
(88)
Product Description
Azure Machine Learning Studio is a GUI-based integrated development environment for constructing and operationalizing Machine Learning workflow on Azure.
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Reviewers say compared to Amazon SageMaker, Azure Machine Learning is:
More usable
Categories in common with Amazon SageMaker:
MLOps Platforms
Data Science and Machine Learning Platforms
Generative AI Infrastructure
Low-Code Machine Learning Platforms
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IBM Watson Studio
By IBM
4.2/5
(164)
Product Description
IBM Watson Studio accelerates the machine and deep learning workflows required to infuse AI into your business to drive innovation. It provides a suite of tools for data scientists, application developers and subject matter experts to collaboratively and easily work with data and use that data to build, train and deploy models at scale.
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Reviewers say compared to Amazon SageMaker, IBM Watson Studio is:
Slower to reach roi
Categories in common with Amazon SageMaker:
MLOps Platforms
Data Science and Machine Learning Platforms

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 Amazon SageMaker, Altair AI Studio is:
Easier to set up
More usable
Easier to admin
Categories in common with Amazon SageMaker:
Data Science and Machine Learning Platforms
Generative AI Infrastructure
Low-Code Machine Learning Platforms

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 Amazon SageMaker, DataRobot is:
Better at meeting requirements
More usable
Categories in common with Amazon SageMaker:
Data Science and Machine Learning Platforms
Low-Code Machine Learning Platforms

H2O
By H2O.ai
4.5/5
(24)
Product Description
H2O is a tool that makes it possible for anyone to easily apply machine learning and predictive analytics to solve today's most challenging business problems, it combine the power of highly advanced algorithms, the freedom of open source, and the capacity of truly scalable in-memory processing for big data on one or many nodes.
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Reviewers say compared to Amazon SageMaker, H2O is:
More usable
Better at support
Categories in common with Amazon SageMaker:
Data Science and Machine Learning Platforms
Generative AI Infrastructure

Google Cloud AutoML
By Google
4.1/5
(22)
Product Description
Cloud AutoML is a suite of machine learning products that enables developers with limited machine learning expertise to train high-quality models specific to their business needs, by leveraging Google's state-of-the-art transfer learning, and Neural Architecture Search technology
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Reviewers say compared to Amazon SageMaker, Google Cloud AutoML is:
More usable
Categories in common with Amazon SageMaker:
Data Science and Machine Learning Platforms
Low-Code Machine Learning Platforms

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 Amazon SageMaker, Databricks Data Intelligence Platform is:
More usable
Better at meeting requirements
Easier to set up
Categories in common with Amazon SageMaker:
MLOps Platforms
Data Science and Machine Learning Platforms

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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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