Top 10 Incremental Alternatives 2026
Elevate your retail marketing strategy with data-driven analytics.
Trusted by 2M+ software buyers annually.
Main Features
- Data Analysis
- Marketing ROI Analytics
- Predictive Analysis
- Reports
Pricing
Incremental offers custom pricing plan
Incremental is a Predictive Analytics Software 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 Predictive Analytics Software alternatives ranked by user rating, with filters to narrow by pricing, platform, and features — so you can find the right fit for 2026.
Incremental 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 |
|---|---|---|---|---|
| Incremental Current | Predictive Analytics Software | Custom pricing | No reviews | ✗ No |
 Hyllo | Predictive Analytics Software | Free trial | 4.3 ★ | ✓ Yes |
 Salford Predictive Modeler | Predictive Analytics Software | Custom pricing | 5.0 ★ | ✗ No |
 Emcien | Predictive Analytics Software | Custom pricing | 4.5 ★ | ✗ No |
 EmcienPatterns | Predictive Analytics Software | Free trial | 4.5 ★ | ✓ Yes |
 Oracle Crystal Ball | Predictive Analytics Software | Free trial | 4.3 ★ | ✓ Yes |
Showing 1-10 out of 10
List of the Top Incremental 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.
Hyllo — 4.34★
Transforming data into powerful insights.
Add to compare
What is Hyllo?
Hyllo is an advanced marketing intelligence software designed to help businesses gain valuable insights from their marketing data. With our predictive analytics platform, you can seamlessly integrate data from all your marketing channels to get accurate metrics. Unique to Hyllo is the ability ...
Read moreWhat reviewers like about Hyllo
- Advanced marketing insights
- Offline conversion tracking
- Seamless data integration
Where Hyllo falls short
- Complex setup process
- May require data expertise
- Pricing not disclosed
Common Features
-
Predictive Analysis
-
Marketing ROI Analytics
-
Data Analysis
Unique Features
-
Conversion Tracking
-
Data Integration
Pricing
Free Trial available
Hyllo offers custom pricing plan
Salford Predictive Modeler — 5★
Unlock the power of predictive analytics seamlessly.
Add to compare
What is Salford Predictive Modeler?
Salford Predictive Modeler is a powerful software solution designed for businesses seeking accurate machine learning and predictive analytics. It includes top-notch business engines like MARS®, CART®, TreeNet®, and Random Forests®, along with unique modeling and automation capabilities. With ...
Read moreCommon Features
-
Predictive Analysis
-
Data Analysis
-
Segmentation
Unique Features
-
Machine Learning
-
Model Development
-
Model Training
Pricing
Salford Predictive Modeler 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.
Emcien — 4.5★
Transform data into action and drive success.
Add to compare
What is Emcien?
Emcien is a top-of-the-line software that offers both prescriptive and predictive analytics tools. With its advanced technology, it identifies and analyzes key factors known as "drivers" that greatly influence your business outcomes. By pinpointing these drivers, Emcien enables you to make ...
Read moreWhat reviewers like about Emcien
- Strong modeling capabilities
- Easy-to-use tools
- Pre-packaged automation scenarios
Where Emcien falls short
- Steep learning curve
- High cost
- Limited customer support
Common Features
-
Predictive Analysis
-
Data Analysis
Unique Features
-
Root Cause Analysis
Pricing
Emcien offers custom pricing plan
EmcienPatterns — 4.5★
Empower your business with predictive insights.
Add to compare
What is EmcienPatterns?
Introducing EmcienPatterns - the leading Prescriptive and Predictive Analytics software. It provides a steady flow of actionable insights, predicting future outcomes and their reasons in simple language. This enables the entire workforce to improve every interaction, transaction, and event in ...
Read moreWhat reviewers like about EmcienPatterns
- Actionable insights in real-time
- Predicts future outcomes
- User-friendly interface
Where EmcienPatterns falls short
- Limited advanced analytics
- Requires data quality
- May need training for full use
Common Features
-
Predictive Analysis
-
Data Analysis
Unique Features
-
Root Cause Analysis
Pricing
Free Trial available
EmcienPatterns offers custom pricing plan
Oracle Crystal Ball — 4.3★
Drive informed decisions with unparalleled predictive modeling.
Add to compare
What is Oracle Crystal Ball?
Introducing Oracle Crystal Ball, the ultimate predictive modeling and forecasting software. With its powerful spreadsheet-based platform, it offers unparalleled insights into risk factors, enabling you to make informed tactical decisions and stay ahead in uncertain market conditions. The ...
Read moreWhat reviewers like about Oracle Crystal Ball
- User-friendly interface and ease of use, making it accessible for various users.
- Integrates seamlessly with Microsoft Excel, simplifying data processing and analysis.
- Helpful for forecasting and probabilistic events, aiding in decision-making and scenario evaluation.
Where Oracle Crystal Ball falls short
- Steep learning curve for beginners, requiring time to overcome complexities.
- Expensive pricing, limiting access for users with budget constraints.
- Occasional crashes and add-in issues can disrupt workflow, affecting the user experience.
Common Features
-
Predictive Analysis
-
Data Analysis
Unique Features
-
Model Development
Pricing
Free Trial available
Oracle Crystal Ball offers custom pricing plan
Falkonry — 4.5★
Maximize plant performance with AI-driven insights.
Add to compare
What is Falkonry?
Falkonry is a cutting-edge Industrial Intelligence tool, utilizing AI to deliver intelligent data to plant operators. It empowers you to efficiently manage all process and operational data, providing plant visibility. With Falkonry, you gain real-time insights into issues relating to ...
Read moreWhat reviewers like about Falkonry
- Real-time insights
- AI-driven analytics
- Focus on industrial applications
Where Falkonry falls short
- Niche focus on industrial data
- Requires integration with existing systems
- May need training for full utilization
Common Features
-
Predictive Analysis
-
Data Analysis
Unique Features
-
Machine Learning
-
Data visualization
-
Root Cause Analysis
Pricing
Falkonry offers custom pricing plan
Amazon Forecast — 4.28★
Boost revenue and optimize operations with Amazon Forecast.
Add to compare
What is Amazon Forecast?
Introducing Amazon Forecast, the ultimate predictive analytics software and time-series forecasting tool in the market. Powered by machine learning and backed by Amazon's secure technology, this software allows businesses to accurately predict outcomes for enhanced user experience and increased ...
Read moreWhat reviewers like about Amazon Forecast
- Accurate forecasting through machine learning capabilities.
- Easy integration and usage, even for non-technical users.
- Forecasting service with advanced analytics tools.
Where Amazon Forecast falls short
- Complex setup and configuration process, requiring in-depth knowledge of forecasting concepts.
- Limited flexibility in customization options and forecasting algorithms.
- High cost, especially related to training data preprocessing and setup.
Common Features
-
Predictive Analysis
-
Data Analysis
Unique Features
-
Machine Learning
-
Model Training
-
Data Integration
+ 1 more
Pricing
Free Trial available, Try Now
Oracle Data Mining — 3.63★
Maximize your data, minimize your effort.
Add to compare
What is Oracle Data Mining?
Introducing Oracle Data Mining, the ultimate data analytics tool for maximizing Oracle data and investments. This advanced software offers powerful data mining methods for predicting patterns and outcomes, ideal for data scientists and business/data analysts. With various machine learning ...
Read moreWhat reviewers like about Oracle Data Mining
- Maximizes Oracle data
- Automated deployment
- User-friendly interface
Where Oracle Data Mining falls short
- Requires Oracle database knowledge
- Limited to Oracle environments
- Higher cost for full features
Common Features
-
Predictive Analysis
-
Data Analysis
Unique Features
-
Machine Learning
-
Model Deployment
-
Model Development
+ 1 more
Pricing
Oracle Data Mining offers custom pricing plan
SAS Advanced Analytics — 4★
Empower your data to drive smarter decisions.
Add to compare
What is SAS Advanced Analytics?
The SAS Advanced Analytics offers a powerful solution for your toughest challenges. Its state-of-the-art algorithms allow for quick and intuitive data analysis through dynamic charts and graphs. Building models has never been easier with a user-friendly drag-and-drop interface and proven ...
Read moreWhat reviewers like about SAS Advanced Analytics
- User-friendly interface
- Automated processes
- Real-time analysis
Where SAS Advanced Analytics falls short
- High cost
- Requires training
- Limited customization
Common Features
-
Data Analysis
-
Predictive Analysis
Unique Features
-
Machine Learning
-
Data visualization
-
Drag and Drop
+ 1 more
Pricing
Free Trial available
SAS Advanced Analytics offers custom pricing plan
Fluidly — 4.96★
Empowering businesses with automated cashflow forecasting.
Add to compare
What is Fluidly?
Fluidly is a game-changing software that empowers small businesses and their accountants with the gift of peaceful slumber. By linking directly to your Xero or QuickBooks account, Fluidly automates the time-consuming task of cashflow forecasting, rendering spreadsheets obsolete. With its ...
Read moreWhat reviewers like about Fluidly
- Automates cashflow forecasting
- Real-time updates
- Integrates with accounting software
Where Fluidly falls short
- Limited to specific accounting software
- May require setup time
- Pricing not transparent
Common Features
-
Predictive Analysis
Unique Features
-
Data visualization
-
Data Integration
Pricing
Free Trial available
The main Incremental competitors
There are 10 direct Incremental competitors in Predictive Analytics Software. The ones that come up most often are Hyllo, Salford Predictive Modeler and Emcien. Each is compared against Incremental on rating, pricing and feature coverage below.
Tools similar to Incremental
Searches for "sites like Incremental" and "apps like Incremental" land on the same set of options as "Incremental alternatives" — the 10 options below cover both, whether you want a like-for-like replacement or something lighter.
The case for each pick
Strong modeling capabilities
Watch for: Steep learning curve
Actionable insights in real-time
Watch for: Limited advanced analytics
User-friendly interface and ease of use, making it accessible for various users.
Watch for: Steep learning curve for beginners, requiring time to overcome complexities.
Accurate forecasting through machine learning capabilities.
Watch for: Complex setup and configuration process, requiring in-depth knowledge of forecasting concepts.
Maximizes Oracle data
Watch for: Requires Oracle database knowledge
Automates cashflow forecasting
Watch for: Limited to specific accounting software
What to prioritize in a Incremental alternative
Where the 10 predictive analytics software alternatives stand on price and rating: 6 offer a free tier; and Salford Predictive Modeler is the highest rated at 5★ across 4 reviews.
Our scoring approach.
Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].
