NEWJoin 2M+ software buyers|Get Weekly Insights, Trends & Expert PicksSubscribe free →

Spotsaas logo
Last updated:

10 Free Incremental Alternatives Ranked by Real Users (2026)

Explore 10 alternatives to Incremental — vetted by our editors with real user reviews, pricing, and feature comparisons.

A quick look at the 10 best free Incremental alternatives

Quick answer

The best Incremental alternatives to try first are Analyzr.ai, Verteego and Prevedere. Analyzr.ai earns the highest SpotScore (-1). Compare all 10 on score, rating, and pricing below.

You don't have to settle for Incremental if it isn't working. These 10 predictive analytics software free alternatives are the strongest replacements, ranked by SpotScore (real-user satisfaction and market presence), star ratings, and pricing. Editors vet each tool. Use the table for a fast comparison, then read the sections below for the full story.

ProductSpotScoreRatingPricingBest for
Analyzr.aiElevate your B2B game with data-driven success.—Not yet ratedFreeFreemium · Quotation Basedteams of all sizes
VerteegoStreamline decisions with AI-powered forecasting.—Not yet ratedQuotation Basedteams of all sizes
PrevedereTransform strategy and drive growth with precise planning.—Not yet ratedQuotation Basedteams of all sizes
Salford Predictive ModelerUnlock the power of predictive analytics seamlessly.—★★★★★ 5(4)Quotation Basedteams of all sizes
FICO Predictive AnalyticsEmpower your business with smarter analytics and AI.—★★★★☆ 4Quotation Basedteams of all sizes
PecanTransform your data into actionable insights faster.—Not yet ratedQuotation Basedteams of all sizes
Oracle Data MiningMaximize your data, minimize your effort.—★★★★☆ 4(4)Quotation Basedteams of all sizes
DAVinCI LABSUnleash the power of data with DAVinCI LABS.—Not yet ratedQuotation Basedteams of all sizes
MarketingTrackerEmpowering strategic decisions with data-driven insights.—★★★★☆ 4.3(5)Quotation Basedteams of all sizes
MindsDBTransform your data into powerful predictions with ease.—Not yet ratedQuotation Basedteams of all sizes
Analyzr.ai

Analyzr.ai

Elevate your B2B game with data-driven success.

Best for: SMB teams · Mid-market · Enterprise

Try for Free

Add to compare

What is Analyzr.ai?

Introducing Analyzr.ai, a powerful tool for midmarket and enterprise clients seeking to overcome B2B sales and marketing analytics hurdles. Branded as the answer to predictive analytics in a simple and user-friendly package, Analyzr.ai streamlines the use of machine learning for predicting ...

Read more about Analyzr.ai

Analyzr.ai offers custom pricing plan

Verteego - Predictive Analytics Software

Verteego

Streamline decisions with AI-powered forecasting.

Best for: SMB teams · Mid-market · Enterprise

Get Pricing Details

Add to compare

What is Verteego?

Verteego is a cutting-edge forecasting platform that utilizes AI technology. Our platform, called Synapps, offers customizable solutions to optimize your pricing, promotions, inventory, assortment, and resources. These AI-powered solutions are seamlessly integrated with your existing IT ...

Read more about Verteego

Verteego offers custom pricing plan

Spotsaas Ads

Want your product up here? Put it in front of buyers the moment they're comparing your category.

Reach in-market buyersRank above rivals2M+ buyers a year
Advertise your product
Prevedere - Predictive Analytics Software

Prevedere

Transform strategy and drive growth with precise planning.

Best for: SMB teams · Mid-market · Enterprise

Get Pricing Details

Add to compare

What is Prevedere?

Upgrade businesses with precise planning and forecasting through Prevedere. Its advanced AI engine, global data repository, and machine learning analytics gather relevant information from worldwide sources to facilitate transformational strategies. With 4 million+ model ready data sources on ...

Read more about Prevedere

Prevedere offers custom pricing plan

Salford Predictive Modeler - Predictive Analytics Software

Salford Predictive Modeler

Unlock the power of predictive analytics seamlessly.

Best for: SMB teams · Mid-market · Enterprise

Get Pricing Details

5.0

4 verified reviews

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 more about Salford Predictive Modeler

Salford Predictive Modeler offers custom pricing plan

FICO Predictive Analytics - Predictive Analytics Software

FICO Predictive Analytics

Empower your business with smarter analytics and AI.

Best for: SMB teams · Mid-market · Enterprise

Get Pricing Details

4.0

Add to compare

What is FICO Predictive Analytics?

Introducing FICO Predictive Analytics, the ultimate solution for advanced analytics and machine learning. With its powerful platform, you can confidently make data-driven decisions to empower your business and data science teams. Gain valuable insights into the future and seamlessly integrate ...

Read more about FICO Predictive Analytics

FICO Predictive Analytics offers custom pricing plan

Pecan - Predictive Analytics Software

Pecan

Transform your data into actionable insights faster.

Best for: SMB teams · Mid-market · Enterprise

Get Pricing Details

Add to compare

What is Pecan?

Pecan is a powerful predictive analytics tool designed to help businesses quickly gain actionable insights to enhance their growth. With its automated machine learning capabilities, Pecan enables users to add data and use pre-existing predictive models to obtain accurate predictions in just a ...

Read more about Pecan

Pecan offers custom pricing plan

Oracle Data Mining - Predictive Analytics Software

Oracle Data Mining

Maximize your data, minimize your effort.

Best for: SMB teams · Mid-market · Enterprise

Get Pricing Details

4.0

4 verified reviews

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 more about Oracle Data Mining

Oracle Data Mining offers custom pricing plan

DAVinCI LABS - Predictive Analytics Software

DAVinCI LABS

Unleash the power of data with DAVinCI LABS.

Best for: SMB teams · Mid-market · Enterprise

Get Pricing Details

Add to compare

What is DAVinCI LABS?

Introducing DAVinCI LABS, the ultimate data analytics solution that simplifies your processes. With its advanced artificial intelligence technology, you can easily analyze complex data and generate valuable insights for your business. Say goodbye to manual data analysis as DAVinCI LABS ...

Read more about DAVinCI LABS

DAVinCI LABS offers custom pricing plan

MarketingTracker - Predictive Analytics Software

MarketingTracker

Empowering strategic decisions with data-driven insights.

Best for: SMB teams · Mid-market · Enterprise

Get Pricing Details

4.3

5 verified reviews

Add to compare

What is MarketingTracker?

MarketingTracker is an essential tool for effective decision-making. It offers valuable insights into market trends and brand performance, making it easier and quicker to understand the driving forces behind them. With the ability to share insights via storyboards, presentations and ...

Read more about MarketingTracker

MarketingTracker offers custom pricing plan

MindsDB - Predictive Analytics Software

MindsDB

Transform your data into powerful predictions with ease.

Best for: SMB teams · Mid-market · Enterprise

Get Pricing Details

Add to compare

What is MindsDB?

MindsDB lets developers run machine learning predictions directly from database tables using standard SQL queries, without preprocessing data separately. It integrates with existing BI tools and applications, making predictive analytics accessible to teams already working in SQL environments.

Read more about MindsDB

MindsDB offers custom pricing plan

The case for each pick

Analyzr.aiBest for teams of all sizes
VerteegoBest for teams of all sizes

AI-powered forecasting

Watch for: Complex setup process

PrevedereBest for teams of all sizes

Advanced predictive analytics

Watch for: High cost

Salford Predictive ModelerBest for teams of all sizes
FICO Predictive AnalyticsBest for teams of all sizes

Advanced analytics capabilities

Watch for: Complex setup process

PecanBest for teams of all sizes

Automated machine learning

Watch for: Limited customization options

Oracle Data MiningBest for teams of all sizes

Maximizes Oracle data

Watch for: Requires Oracle database knowledge

DAVinCI LABSBest for teams of all sizes

Automates data analysis

Watch for: Requires technical knowledge

MarketingTrackerBest for teams of all sizes

Market trend insights

Watch for: Limited integration options

MindsDBBest for teams of all sizes

SQL-based predictions

Watch for: Limited advanced ML features

What to prioritize in a Incremental alternative

Where the 10 predictive analytics software free alternatives stand on price and rating: 1 offers a free tier; and Salford Predictive Modeler is the highest rated at 5★ across 4 reviews.

Our scoring approach.

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 Incremental are Salford Predictive Modeler (5.0★), MarketingTracker (4.3★), FICO Predictive Analytics (4.0★). Compare all 10 alternatives side-by-side above.

When evaluating alternatives to Incremental, prioritize: Segmentation, Predictive Analysis, Marketing ROI Analytics, Reports, Data Analysis, transparent pricing, free trial availability, and integrations with your existing tools. Use the filters above to compare by feature, budget, and team size.

Migration difficulty depends on how deeply Incremental is integrated into your workflows. Most alternatives offer data export/import tools and dedicated onboarding support. We recommend shortlisting 2–3 options, running a free trial, and checking each vendor's migration guides before committing.

Which Incremental alternative makes sense for you?

  • On a budget / just exploring: start with a free tier — Analyzr.ai let you evaluate without paying upfront.
  • If real-user ratings matter most: Salford Predictive Modeler has the strongest star rating (5★) among the options with verified reviews.
  • Want the safest pick: Analyzr.ai has the highest Spotsaas Score (-1) in this list — a strong default if you're unsure.

What switching from Incremental takes

Moving away from Incremental is lower-risk with a phased approach. Export your data, test that the new tool imports it, and verify your key workflows. Run a small pilot before the full switch, and don't drop Incremental until the migration's complete. Free trials above help you test first.

Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].