Top 10 Hortonworks Data Platform Alternatives 2026
Empower your big data with HDP.
Main Features
- Access Control
- Authentication
- Data Security
- Master Data Management
Hortonworks Data Platform is a Data Science and Machine Learning Platforms platform with a user rating of 4.2★ based on 10 reviews. Teams looking for alternatives typically need better pricing flexibility, easier deployment, or a closer feature fit for their specific use case. Below you'll find 10 vetted Data Science and Machine Learning Platforms alternatives ranked by user rating, with filters to narrow by pricing, platform, and features — so you can find the right fit for 2026.
Hortonworks Data Platform vs Top Alternatives at a Glance
Side-by-side comparison of pricing, user rating, and free trial availability to help you decide faster.
| Tool | Best For | Pricing | Rating | Free Option |
|---|---|---|---|---|
| Hortonworks Data Platform Current | Data Science and Machine Learning Platforms | — | 4.2 ★ | ✗ No |
 Apache Beam | Data Science and Machine Learning Platforms | — | 4.7 ★ | ✗ No |
 Amazon EMR | Data Science and Machine Learning Platforms | $0.04 | 4.3 ★ | ✗ No |
 Infor Data Lake | Data Science and Machine Learning Platforms | Custom pricing | 4.7 ★ | ✗ No |
 BigML | Data Science and Machine Learning Platforms | $20 | 4.8 ★ | ✓ Yes |
 Amazon SageMaker | Data Science and Machine Learning Platforms | Free plan available | 4.3 ★ | ✓ Yes |
Showing 1-10 out of 10
List of the Top Hortonworks Data Platform alternatives as of September 2026
Compare business software, products, and services to find the best solution for your business or organization. Use the filters on the left to drill down by category, pricing, features, market segment, user ratings, and more.
Apache Beam
Streamline your data processing with Apache Beam.
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What is Apache Beam?
Apache Beam is an advanced open-source unified programming model, specifically designed for defining both batch and streaming data-parallel processing pipelines. It supports data sets of any size, brings the advantage of the same unified programming model, even to runners with different ...
Read moreCommon Features
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Data Security
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Master Data Management
Unique Features
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Data Analysis
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Data Migration
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Data Quality Control
Amazon EMR
Unleash Your Big Data Potential on the Cloud.
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What is Amazon EMR?
Introducing Amazon EMR, the leading big data platform in the cloud. With a powerful combination of open-source tools such as Apache Spark, Hive, HBase, Flink, Hudi, and Presto, EMR makes it easy to process large amounts of data. Plus, it automatically configures EC2 firewall settings and ...
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Data Security
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Access Control
Unique Features
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Machine Learning
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Data Analysis
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Auto Scaling
Pricing
Starts from $0.04/hour
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Infor Data Lake
Unlock insights from big data with Infor Data Lake.
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What is Infor Data Lake?
Gain unparalleled business insights from the immense power of big data with Infor Data Lake. This cutting-edge platform provides a comprehensive and flexible framework for quickly consuming disparate data sources, such as applications, people, and IoT infrastructure. With schema-on-read ...
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Data Security
Unique Features
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Machine Learning
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Metadata Management
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Analytics
+ 1 more
Pricing
Infor Data Lake offers custom pricing plan
BigML
Powerful models, simplified for all stakeholders.
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What is BigML?
BigML is an advanced machine learning platform that makes it incredibly simple to access powerful algorithms and predictive models, quickly and easily. Our cloud and on-premises service is seamless to integrate, allowing you to set up an easy-to-use web interface and REST APIs in just seconds. ...
Read moreCommon Features
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Data Security
Unique Features
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Data Privacy
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Templates
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Collaboration
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Pricing
Starts from $20/Month when Billed Yearly, also offers free forever plan
Amazon SageMaker
Streamline your machine learning journey effortlessly.
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What is Amazon SageMaker?
Amazon SageMaker is an integrated platform designed to reduce the time and effort expended in the development of machine learning models. It provides a single web-based interface enabling users to quickly upload their data, tune and train models, compare results, and move their finished models ...
Read moreCommon Features
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Data Security
Unique Features
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Transparency Tool
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Data Privacy
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Labeling
+ 2 more
BasicAI
Empower your AI operations with BasicAI.
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What is BasicAI?
BasicAI provides an unified platform to collect AI/ML data either as a cloud-based SaaS or on-premises licensed software. Reduce workload managing labels with managed services, independently controlling your personnel, or combining both solutions. Experience the power of our platform for ...
Read moreCommon Features
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Access Control
Unique Features
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Video Annotations
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Drag and Drop Editor
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Vendor Management
+ 7 more
Pricing
Free Trial available
BasicAI offers custom pricing plan
Gigasheet
Effortlessly navigate big data insights.
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What is Gigasheet?
Gigasheet is your go-to cloud-based big data spreadsheet. It's easy to access insights from massive amounts of data with just a few clicks! Start taking advantage of 10GB of storage for free. Selecting a SaaS platform or database is a breeze with Gigasheet's compatibility with 135+ options — ...
Read moreCommon Features
No common features
Unique Features
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Data Analysis
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Templates
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Reporting
+ 3 more
Pricing
Starts from $20/Month, also offers free forever plan
Saturn Cloud
Revolutionize data science with collaborative cloud computing.
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What is Saturn Cloud?
Saturn Cloud is a cloud platform for data science teams that supports Python and R within a shared workspace. Teams can run scheduled jobs, manage deployments, and collaborate on analyses without building or maintaining their own infrastructure, with resources that scale to match workload demands.
Read moreCommon Features
No common features
Unique Features
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Machine Learning
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Collaboration
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Scheduling
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Pricing
Saturn Cloud offers custom pricing plan
TensorFlow
Transform your machine learning projects with TensorFlow.
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What is TensorFlow?
TensorFlow is Google's open-source machine learning platform for building and deploying ML models. It supports distributed training across multiple machines, integrates with Keras for model development, and includes TensorBoard and Model Analysis tools for monitoring training progress. The TFX ...
Read moreCommon Features
No common features
Unique Features
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Machine Learning
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Monitoring
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Lifecycle Management
+ 2 more
Playment
Efficiently annotate and innovate with GT Studio.
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What is Playment?
Playment's GT Studio is a no-code data labeling infrastructure allowing ML teams to quickly and cost-effectively build diverse, high-quality ground truth datasets. It eliminates any operational inefficiency by providing ML-assisted annotation tools and workflow management software. Streamline ...
Read moreCommon Features
No common features
Unique Features
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Text Annotation
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Video Annotations
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Annotation and Markup Tools
+ 1 more
Pricing
Playment offers custom pricing plan
Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].
