Top 10 Infor Data Lake Alternatives 2026
Unlock insights from big data with Infor Data Lake.
Main Features
- Analytics
- Data Capture
- Data Security
- Machine Learning
Pricing
Infor Data Lake offers custom pricing plan
Infor Data Lake is a Data Science and Machine Learning Platforms platform with a user rating of 4.7★ based on 3 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.
Infor Data Lake 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 |
|---|---|---|---|---|
| Infor Data Lake Current | Data Science and Machine Learning Platforms | Custom pricing | 4.7 ★ | ✗ No |
 BigML | Data Science and Machine Learning Platforms | $20 | 4.8 ★ | ✓ Yes |
 Explorium | Data Science and Machine Learning Platforms | Free trial | 4.8 ★ | ✓ Yes |
 IBM Analytics Engine | Data Science and Machine Learning Platforms | $520.80 | 4.3 ★ | ✓ Yes |
 Saturn Cloud | Data Science and Machine Learning Platforms | Free plan available | 4.8 ★ | ✓ Yes |
 TensorFlow | Data Science and Machine Learning Platforms | Free plan available | 4.9 ★ | ✓ Yes |
Showing 1-10 out of 10
List of the Top Infor Data Lake 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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Data Security
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Machine Learning
Unique Features
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Data Privacy
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Templates
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Collaboration
+ 1 more
Pricing
Starts from $20/Month when Billed Yearly, also offers free forever 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
-
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
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IBM Analytics Engine — from $520.80 · 4.3★
Optimize data analysis and minimize costs in the cloud.
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What is IBM Analytics Engine?
IBM Analytics Engine simplifies data analysis and minimises costs with its cloud-based solution. Customers only pay for what they use and have the ability to optimise resources by separating computing and storage. It offers useful features, such as open-source power and the ability to create ...
Read moreWhat reviewers like about IBM Analytics Engine
- Cost-effective usage
- Customizable clusters
- Open-source capabilities
Where IBM Analytics Engine falls short
- Learning curve for new users
- Limited support for non-technical users
- Requires cloud infrastructure
Common Features
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Machine Learning
Unique Features
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Cloud Storage
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Data Analysis
Pricing
Starts from $520.80/Month, also offers free forever plan
Saturn Cloud — 4.82★
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 moreWhat reviewers like about Saturn Cloud
- Generous free GPU and CPU compute is repeatedly highlighted as great value for ML and data science work.
- The platform is easy to use, making it accessible to beginners and experts alike.
- It streamlines ML and data science workflows, letting users train and fine-tune models quickly.
Where Saturn Cloud falls short
- Some reviewers note that initial setup can be time-consuming.
Common Features
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Machine Learning
Unique Features
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Collaboration
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Scheduling
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Application Deployment
+ 1 more
Pricing
Saturn Cloud offers custom pricing plan
TensorFlow — 4.9★
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 moreWhat reviewers like about TensorFlow
- It handles very large, terabyte-scale datasets efficiently for machine learning and deep learning.
- Google integrations and cloud platform support make deployment fast and easy.
- It is versatile and robust, serving developers, data scientists, and researchers alike.
Where TensorFlow falls short
- The learning curve is steep and the tool can be hard to get into initially.
- It can run slower than similar tools and is less suited to mobile applications.
Common Features
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Machine Learning
Unique Features
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Monitoring
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Lifecycle Management
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Reporting and Visualization
+ 1 more
Apache Beam — 4.7★
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 moreWhat reviewers like about Apache Beam
- Unified programming model
- Batch and streaming support
- Flexible data processing
Where Apache Beam falls short
- Steep learning curve
- Limited community support
- Performance can vary
Common Features
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Data Security
Unique Features
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Data Analysis
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Data Migration
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Data Quality Control
+ 1 more
Pandio — 3★
Effortlessly streamline data messaging for your business.
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What is Pandio?
Pandio is a leading distributed messaging system that harnesses the power of Apache Pulsar to make messaging for data easy and efficient. With its advanced Artificial Intelligence capabilities, Pandio allows businesses to gain valuable real-time insights, manage components, and save SQL queries ...
Read moreCommon Features
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Machine Learning
Unique Features
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Application Deployment
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Monitoring
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Real Time Analytics
Pricing
Free Trial available
Pandio 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
Edge Impulse — 4.55★
Accelerating businesses with AI solutions.
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What is Edge Impulse?
Edge Impulse is the ultimate machine learning solution, offering businesses across industries the cutting-edge tools they need for advanced product development. This groundbreaking technology provides developers with the capability to quickly craft ML-based products, and gives corporate teams ...
Read moreWhat reviewers like about Edge Impulse
- Advanced ML tools
- Rapid product development
- Low-code features
Where Edge Impulse falls short
- May require ML knowledge
- Limited support for non-technical users
- Pricing may be high for startups
Common Features
No common features
Unique Features
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Automations
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Performance Management
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Flexible Search
+ 2 more
Pricing
Edge Impulse 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
No common features
Unique Features
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Image Editor
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File Management System
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Collaboration
+ 4 more
Pricing
Starts from $20/User/Month, also offers free forever plan
How Infor Data Lake competitors stack up
Across Data Science and Machine Learning Platforms, 10 products compete directly with Infor Data Lake. The strongest overlap is with BigML, Explorium and IBM Analytics Engine. Each is compared against Infor Data Lake on rating, pricing and feature coverage below.
Tools similar to Infor Data Lake
Searches for "sites like Infor Data Lake" and "apps like Infor Data Lake" land on the same set of options as "Infor Data Lake alternatives" — the 10 options below cover both, whether you want a like-for-like replacement or something lighter.
Why these Infor Data Lake alternatives made the cut
Cost-effective usage
Watch for: Learning curve for new users
Generous free GPU and CPU compute is repeatedly highlighted as great value for ML and data science work.
Watch for: Some reviewers note that initial setup can be time-consuming.
It handles very large, terabyte-scale datasets efficiently for machine learning and deep learning.
Watch for: The learning curve is steep and the tool can be hard to get into initially.
Reviewers highlight a genuine partnership approach with prompt, responsive customer support.
Watch for: It can crash when processing very large volumes of data.
Why teams look for a Infor Data Lake alternative
A handful of pain points come up again and again when teams consider replacing Infor Data Lake:
- Complex setup process
- Requires technical expertise
- Potentially high costs
The things that matter when replacing Infor Data Lake
A factual rundown of the 10 alternatives: 8 offer a free tier; and TensorFlow is the highest rated at 4.9★ across 20 reviews.
How the order works.
Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].
