Top 10 Civis Alternatives 2026
Unlock the power of data-driven decision-making.
Trusted by 2M+ software buyers annually.
Main Features
- Analytics
- Data Analysis
- Machine Learning
- Predictive Analysis
Pricing
Civis offers custom pricing plan
Civis is a Data Science and Machine Learning Platforms platform. 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.
Civis 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 |
|---|---|---|---|---|
| Civis Current | Data Science and Machine Learning Platforms | Custom pricing | No reviews | ✗ No |
 Pyramid Decision Intelligence Platform | Data Science and Machine Learning Platforms | Custom pricing | 4.5 ★ | ✗ No |
 Artivatic | Data Science and Machine Learning Platforms | Free trial | No reviews | ✓ Yes |
 Dremio | Data Science and Machine Learning Platforms | Custom pricing | 4.7 ★ | ✗ No |
 Infor Data Lake | Data Science and Machine Learning Platforms | Custom pricing | 4.7 ★ | ✗ No |
 Auquan | Data Science and Machine Learning Platforms | Custom pricing | 5.0 ★ | ✗ No |
Showing 1-10 out of 10
List of the Top Civis 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.
Pyramid Decision Intelligence Platform — 4.55★
Unlock insights, elevate decisions, transform your data strategy.
Add to compare
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
-
Machine Learning
-
Data Analysis
-
Predictive Analysis
Unique Features
-
Data Integration
-
Dashboard
Pricing
Pyramid Decision Intelligence Platform offers custom pricing plan
Artivatic
Empowering industries with AI-driven data solutions.
Add to compare
What is Artivatic?
Artivatic is an AI-driven platform that specializes in providing advanced solutions for data analysis and automation. It focuses on transforming raw data into actionable insights, helping businesses enhance decision-making and operational efficiency. Artivatic's tools include predictive ...
Read moreCommon Features
-
Predictive Analysis
-
Machine Learning
-
Data Analysis
+ 1 more
Unique Features
No unique features
Pricing
Free Trial available
Artivatic offers custom pricing plan
Spotsaas Buyer Intelligence
Own the software buyers are comparing here? See who's weighing you against rivals — and who's comparing your competitors while you're not in the running.
Dremio — 4.67★
Transform your data into actionable insights.
Add to compare
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
-
Analytics
-
Data Analysis
Unique Features
-
Data Integration
-
Catalog Management
-
Access Control
Pricing
Dremio offers custom pricing plan
Infor Data Lake — 4.67★
Unlock insights from big data with Infor Data Lake.
Add to compare
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
-
Machine Learning
-
Analytics
Unique Features
-
Metadata Management
-
Data Security
-
Data Capture
Pricing
Infor Data Lake offers custom pricing plan
Auquan — 5★
Empowering smarter investing with data-driven insights.
Add to compare
What is Auquan?
Auquan is a comprehensive data science platform which allows portfolio managers to make wise investment decisions quickly and efficiently. With powerful insights, they can hedge risks and identify new investment opportunities before the rest of the market. Auquan truly sets itself apart by ...
Read moreWhat reviewers like about Auquan
- Real-time data insights
- Efficient investment analysis
- Risk hedging tools
Where Auquan falls short
- Complex for beginners
- Requires financial knowledge
- Subscription costs may be high
Common Features
-
Predictive Analysis
-
Data Analysis
Unique Features
-
Portfolio Management
-
Profitability Analysis
-
Risk Assessment
Pricing
Auquan offers custom pricing plan
Amazon EMR — from $0.04 · 4.33★
Unleash Your Big Data Potential on the Cloud.
Add to compare
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
-
Machine Learning
-
Data Analysis
Unique Features
-
Auto Scaling
-
Data Security
-
Access Control
Pricing
Starts from $0.04/hour
JADBio AutoML — from $2199
Discover biomarkers and unleash their potential.
Add to compare
What is JADBio AutoML?
JADBio AutoML is a no-code machine learning platform for biomedical researchers and life sciences teams who need to identify biomarkers and build predictive models from structured biological datasets without writing code. It automates feature selection, model training, and biomarker ...
Read moreCommon Features
-
Machine Learning
-
Predictive Analysis
-
Data Analysis
Unique Features
No unique features
Pricing
Free Trial available, Try Now
Starts from $2199/user/month when monthly, also offers free forever plan
Zillion
Empower your finances with Zillion.
Add to compare
What is Zillion?
Zillion is an innovative platform designed to enhance the financial decision-making process through advanced data analytics and insights. It provides users with tools to manage their finances effectively, offering personalized recommendations and actionable advice based on individual financial ...
Read moreCommon Features
-
Analytics
-
Data Analysis
-
Machine Learning
Unique Features
No unique features
Pricing
Free Trial available
Zillion offers custom pricing plan
SparkBeyond Discovery
Unlocking the true power of data.
Add to compare
What is SparkBeyond Discovery?
SparkBeyond's mission to leverage collective intelligence for tackling significant global challenges is truly inspiring. With tools like SparkBeyond Discovery, you're empowering all data professionals—not just specialists—to actively shape their organizations' futures. This innovative approach ...
Read moreCommon Features
-
Machine Learning
-
Predictive Analysis
-
Data Analysis
Unique Features
No unique features
Pricing
SparkBeyond Discovery offers custom pricing plan
Explorium — 4.85★
Unlock the potential of your data with AI.
Add to compare
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
-
Lead Scoring
-
Visual Analytics
Pricing
Free Trial available
Explorium offers custom pricing plan
Civis competitors, compared
There are 10 direct Civis competitors in Data Science and Machine Learning Platforms. The ones that come up most often are Pyramid Decision Intelligence Platform, Artivatic and Dremio. Each is compared against Civis on rating, pricing and feature coverage below.
Sites and apps like Civis
Searches for "sites like Civis" and "apps like Civis" land on the same set of options as "Civis alternatives" — the 10 options below cover both, whether you want a like-for-like replacement or something lighter.
Why these tools are worth your time
Reviewers highlight a genuine partnership approach with prompt, responsive customer support.
Watch for: It can crash when processing very large volumes of data.
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.
Comprehensive data integration
Watch for: Complex setup process
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.
What to weigh when comparing Civis alternatives
By the numbers, these 10 data science and machine learning platforms alternatives shake out as follows: 4 offer a free tier; and Auquan is the highest rated at 5★ across 1 reviews.
How the list is built.
Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].
