Top 10 Oracle Data Science Cloud Service Alternatives 2026
Streamlining data science in the cloud.
Main Features
- Access Control
- Collaboration
- Lifecycle Management
- Machine Learning
Pricing
Oracle Data Science Cloud Service offers custom pricing plan
Free Trial available
Oracle Data Science Cloud Service is a Data Science and Machine Learning Platforms platform with a user rating of 3.7★ based on 6 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.
Oracle Data Science Cloud Service 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 |
|---|---|---|---|---|
| Oracle Data Science Cloud Service Current | Data Science and Machine Learning Platforms | Free plan available | 3.7 ★ | ✓ Yes |
 BigML | Data Science and Machine Learning Platforms | $20 | 4.8 ★ | ✓ Yes |
 Amazon EMR | Data Science and Machine Learning Platforms | $0.04 | 4.3 ★ | ✗ No |
 Azure Machine Learning Studio | Data Science and Machine Learning Platforms | Custom pricing | 4.5 ★ | ✗ No |
 Explorium | Data Science and Machine Learning Platforms | Free trial | 4.8 ★ | ✓ Yes |
 PrimeHub AI Platform | Data Science and Machine Learning Platforms | Custom pricing | No reviews | ✗ No |
Showing 1-10 out of 10
List of the Top Oracle Data Science Cloud Service alternatives as of October 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.
BigML — from $20 · 4.78★
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 moreWhat reviewers like about BigML
- Easy access to algorithms
- Interactive visualization
- Collaborative platform
Where BigML falls short
- Limited advanced analytics
- May require internet access
- Not suitable for large datasets
Common Features
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Collaboration
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Machine Learning
Unique Features
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Data Privacy
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Templates
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Reporting and Visualization
+ 1 more
Pricing
Starts from $20/Month when Billed Yearly, also offers free forever plan
Amazon EMR — from $0.04 · 4.33★
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 ...
Read moreWhat reviewers like about Amazon EMR
- Ease of launching or cloning EMR clusters and scaling based on various parameters like containers, CPU, etc.
- Supports widely used applications like Spark, Hive, Hadoop, Flink, etc.
- Provides easy configuration control and debugging support.
Where Amazon EMR falls short
- Working with Spot instances can be complicated, especially during unavailability.
- Lack of features like auto-completion in the notebook interface.
- Troubleshooting incidents without proper support can be challenging.
Common Features
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Machine Learning
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Access Control
Unique Features
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Data Analysis
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Auto Scaling
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Data Security
Pricing
Starts from $0.04/hour
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Azure Machine Learning Studio — 4.5★
Accelerate your machine learning with Azure.
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What is Azure Machine Learning Studio?
Azure Machine Learning Studio offers unparalleled speed and agility to help enterprises quickly create, train, and deploy models. This MLOps service makes it easier than ever to collaborate as a team and get machine learning models to market faster. With a secure and trusted platform, ...
Read moreWhat reviewers like about Azure Machine Learning Studio
- Drag-and-drop GUI makes building and training models accessible even to beginners with little coding or technical knowledge.
- Cloud-based platform scales to process large machine learning workloads without managing servers or infrastructure.
- Integrates seamlessly with Python, R, Excel and other Azure services for flexible end-to-end workflows.
Where Azure Machine Learning Studio falls short
- Some reviewers find pricing higher than expected, especially for storage compared to alternatives.
- The set of included problem-solving operations can feel limited in lower-tier packages.
Common Features
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Access Control
Unique Features
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Labeling
Pricing
Azure Machine Learning Studio offers custom pricing plan
Explorium — 4.85★
Unlock the potential of your data with AI.
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What is Explorium?
Explorium is a revolutionary data science platform that uses AI-powered Automated Data and Feature Discovery to gather insights. With thousands of supported data sources, Explorium helps boost market research accuracy, enrich client insights and develop new go-to-market strategies. Its advanced ...
Read moreWhat reviewers like about Explorium
- AI-powered data discovery
- Thousands of data sources
- Lead scoring features
Where Explorium falls short
- Complex setup process
- May require data integration skills
- Limited offline capabilities
Common Features
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Machine Learning
Unique Features
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Lead Scoring
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Visual Analytics
Pricing
Free Trial available
Explorium offers custom pricing plan
PrimeHub AI Platform
Empower your AI team with a seamless platform.
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What is PrimeHub AI Platform?
Experience the transformative capabilities of PrimeHub AI Platform, your gateway to revolutionizing MLOps with just a single click. This innovative platform is set to redefine the landscape of on-premise machine learning solutions, empowering AI/ML teams to realize their full potential within a ...
Read moreCommon Features
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Machine Learning
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Access Control
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Collaboration
+ 1 more
Unique Features
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User Management
Pricing
PrimeHub AI Platform offers custom pricing plan
Dremio — 4.67★
Transform your data into actionable insights.
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What is Dremio?
Dremio is a cutting-edge SQL lakehouse platform that empowers businesses with self-service and interactive analytics. It eliminates the complexity and high costs of data pipelines, allowing for smooth movement and storage of data in proprietary warehouses. Gone are the days of slow analytics ...
Read moreWhat reviewers like about Dremio
- Dremio allows easy configuration of multiple data sources and creation of virtual datasets, improving performance for data retrieval.
- Users appreciate the user-friendly interface and simple upgrades compared to other products.
- The tool enables creating specific data marts for different departments from a common database, promoting data transformation.
Where Dremio falls short
- Some users find the richness of features and customizations in Dremio complex, especially for newcomers without adequate support.
- A limited selection in the Marketplace for additional apps and connectors restricts advanced functionalities, as reported by some users.
Common Features
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Access Control
Unique Features
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Analytics
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Data Analysis
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Data Integration
+ 1 more
Pricing
Dremio offers custom pricing plan
Pyramid Decision Intelligence Platform — 4.55★
Unlock insights, elevate decisions, transform your data strategy.
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What is Pyramid Decision Intelligence Platform?
Pyramid Decision Intelligence Platform combines data preparation, data science, and business analytics in a single interface. It connects directly to relational databases, OLAP systems, data lakes, and flat files, with a built-in machine learning engine for pattern detection and what-if ...
Read moreWhat reviewers like about Pyramid Decision Intelligence Platform
- Reviewers highlight a genuine partnership approach with prompt, responsive customer support.
- It is easy to set up and use while still speeding up report and presentation creation.
- Strong data modeling, metadata administration, and powerful connectors support many data sources.
Where Pyramid Decision Intelligence Platform falls short
- It can crash when processing very large volumes of data.
- Some find the grid and map design aesthetics could be more polished.
Common Features
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Machine Learning
Unique Features
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Data Integration
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Data Analysis
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Dashboard
+ 1 more
Pricing
Pyramid Decision Intelligence Platform offers custom pricing plan
Hortonworks Data Platform — 4.2★
Empower your big data with HDP.
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What is Hortonworks Data Platform?
Hortonworks Data Platform (HDP) provides a versatile open-source framework for both distributed storage and processing of vast, multi-source datasets. Take advantage of HDP to deploy big data workloads easily and securely in both hybrid and cloud environments. With GPU support for Apache Hadoop ...
Read moreWhat reviewers like about Hortonworks Data Platform
- Open-source framework
- Versatile data handling
- Hybrid and cloud deployment
Where Hortonworks Data Platform falls short
- Complex setup
- Requires technical expertise
- Performance may vary
Common Features
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Access Control
Unique Features
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Master Data Management
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Authentication
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Data Security
Infor Data Lake — 4.67★
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 ...
Read moreWhat reviewers like about Infor Data Lake
- Comprehensive data integration
- Scalable architecture
- Flexible data access
Where Infor Data Lake falls short
- Complex setup process
- Requires technical expertise
- Potentially high costs
Common Features
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Machine Learning
Unique Features
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Metadata Management
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Analytics
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Data Security
+ 1 more
Pricing
Infor Data Lake offers custom pricing plan
TrainingData.io — from $20 · 4.1★
Accelerate your AI training with precision and efficiency.
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What is TrainingData.io?
TrainingData.io offers an AI-assisted image and video training data labeling system to ensure the highest quality of training data. With it, you can track and improve performance of annotators and enable data collaboration between data-science, development and product teams securely and ...
Read moreWhat reviewers like about TrainingData.io
- AI-assisted labeling
- Performance tracking
- Data collaboration
Where TrainingData.io falls short
- Complex setup process
- Requires training for optimal use
- Limited to image and video data
Common Features
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Collaboration
Unique Features
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Image Editor
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File Management System
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Annotation and Markup Tools
+ 3 more
Pricing
Starts from $20/User/Month, also offers free forever plan
Who competes with Oracle Data Science Cloud Service?
There are 10 direct Oracle Data Science Cloud Service competitors in Data Science and Machine Learning Platforms. The ones that come up most often are BigML, Amazon EMR and Azure Machine Learning Studio. Each is compared against Oracle Data Science Cloud Service on rating, pricing and feature coverage below.
What else works like Oracle Data Science Cloud Service?
Searches for "sites like Oracle Data Science Cloud Service" and "apps like Oracle Data Science Cloud Service" land on the same set of options as "Oracle Data Science Cloud Service alternatives" — the 10 options below cover both, whether you want a like-for-like replacement or something lighter.
What sets each pick apart
Ease of launching or cloning EMR clusters and scaling based on various parameters like containers, CPU, etc.
Watch for: Working with Spot instances can be complicated, especially during unavailability.
Drag-and-drop GUI makes building and training models accessible even to beginners with little coding or technical knowledge.
Watch for: Some reviewers find pricing higher than expected, especially for storage compared to alternatives.
Dremio allows easy configuration of multiple data sources and creation of virtual datasets, improving performance for data retrieval.
Watch for: Some users find the richness of features and customizations in Dremio complex, especially for newcomers without adequate support.
Reviewers highlight a genuine partnership approach with prompt, responsive customer support.
Watch for: It can crash when processing very large volumes of data.
Comprehensive data integration
Watch for: Complex setup process
Why teams look for a Oracle Data Science Cloud Service alternative
The reasons to look beyond Oracle Data Science Cloud Service are usually practical ones like these:
- Complex for beginners
- Dependent on Oracle Cloud
- Can be costly for small teams
Choosing a Oracle Data Science Cloud Service alternative
How the 10 data science and machine learning platforms alternatives compare, plainly: 3 offer a free tier; and Explorium is the highest rated at 4.85★ across 13 reviews.
Our methodology.
Which Oracle Data Science Cloud Service Alternative Is Right for You?
- If you need a free or low-cost option: BigML — offers a free plan or trial suitable for small teams.
- If user satisfaction is your top priority: Explorium — holds the highest user rating (4.8★) among Oracle Data Science Cloud Service alternatives.
- If you want a mid-range option: Dremio — sits in the middle of the list by rating and may fit teams with mixed requirements.
Frequently Asked Questions (FAQs)
Stuck on something? We're here to help with all the questions and answers in one place.
The top-rated alternatives to Oracle Data Science Cloud Service for Data Science and Machine Learning Platforms are Explorium (4.8★), BigML (4.8★), Dremio (4.7★). Compare all 10 alternatives side-by-side above.
When evaluating alternatives to Oracle Data Science Cloud Service, prioritize: Version Control, Lifecycle Management, Self Service Portal, Monitoring, Machine Learning, transparent pricing, free trial availability, and integrations with tools you already use. Use the filters above to compare by feature, budget, and team size.
For small businesses, the best Data Science and Machine Learning Platforms tools are BentoML, Weaviate, Comet ML. Look for affordable per-seat pricing, quick setup (under 1 day), no long-term contracts, and strong onboarding support to reduce time-to-value.
Migration difficulty depends on how deeply Oracle Data Science Cloud Service is integrated into your workflows. Most alternatives offer data export/import tools and dedicated onboarding support. We recommend narrowing to 2–3 options, running a free trial, and checking each vendor's migration guides before committing.
Oracle Data Science Cloud Service has a rating of 3.7. 9 alternatives — including BigML and Amazon EMR — rate higher. The right choice depends on your workflow, team size, and budget.
About the reviewer
Rajat Gupta is the founder of Spotsaas. Over the past two years, he has reviewed 2,000+ tools across CRM, HR, AI, and finance — applying hands-on product research and a background in commerce and the CFA program to evaluate software through a business and ROI lens. His goal: help teams make software decisions they won't regret.
Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].