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List of the Best Predictive Analytics Software in 2026

Rajat Gupta
Researched and Edited by Rajat Gupta
Rajat Gupta

Researched and Edited by Rajat Gupta

Last updated: · How we review

Editor's Summary · Predictive Analytics Software

IBM SPSS Modeler leads the pack with a solid 4.2/5 rating from 300 users, indicating strong user satisfaction and a strong feature set. SAS Advanced Analytics follows closely, supported by 250 ratings and a flexible pricing model that includes a free trial, making it accessible for evaluation. Salford Predictive Modeler achieves a perfect 5.0/5 rating, albeit from a smaller pool of 8 reviews, suggesting high satisfaction among its niche user base.

Predictive analytics software helps organizations forecast future trends by analyzing current and historical data. This category is particularly sought after by data scientists and analysts in large enterprises who need to make data-driven decisions.

Quick picks for Predictive Analytics Software

  • Best overallIBM SPSS Modeler
  • Best for enterprise data scientistsSAS Advanced Analytics
  • Best for niche use casesSalford Predictive Modeler
  • Best free optionAmazon Forecast

Who gets the most from Predictive Analytics Software

  • 1Data scientists building advanced predictive models for financial services or healthcare
  • 2Operations managers optimizing supply chain and IoT-based industrial processes
  • 3Marketing managers managing multi-channel campaigns with real-time analytics needs
How to choose Predictive Analytics Software

If you prioritize quick deployment and automation, filter by products highlighting fast model deployment or pre-packaged automation scenarios. For enterprise-grade integration, sort by those with seamless IoT or database integrations and filter by Enterprise deployment or high rating. When budget transparency is critical, filter for products offering clear pricing or free trials.

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Datagran - Predictive Analytics Software

Datagran

Empowering data-driven decisions through collaboration and efficiency.

Best for: SMB teams · Mid-market · Enterprise

Try for Free

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What is Datagran?

Datagran is a powerful software solution that streamlines operations and utilizes advanced machine learning models. By effectively managing data projects and integrating various business applications, it increases profitability and empowers teams to focus on essential tasks. Its integrated data ...

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Starts from $50/Month when Billed Yearly, also offers free forever 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

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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 ...

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Salford Predictive Modeler offers custom pricing plan

AirFusion - Predictive Analytics Software

AirFusion

Streamline Your Inspection Workflow with AirFusion

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

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What is AirFusion?

Introducing AirFusion - the ultimate solution for your inspection workflow and digital asset recording needs. Our revolutionary platform seamlessly fuses pixel-based data and extracts valuable object information from airborne sensors, delivering real-time analysis. Give your commercial wind ...

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Free Trial·

AirFusion offers custom pricing plan

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MarketingTracker - Predictive Analytics Software

MarketingTracker

Empowering strategic decisions with data-driven insights.

Best for: SMB teams · Mid-market · Enterprise

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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 ...

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MarketingTracker offers custom pricing plan

IBM SPSS Modeler - Predictive Analytics Software

IBM SPSS Modeler

Accelerate results with data-driven decisions.

Best for: Mid-market · Enterprise

Start Free Trial

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What is IBM SPSS Modeler?

IBM SPSS Modeler is a user-friendly data science and machine learning platform designed for data analysts, business intelligence teams, and enterprise-level data scientists. Its drag-and-drop interface allows users to perform data preparation, predictive analytics, and model deployment without ...

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Free TrialTry Free →·

Starts from $499/Month

SAS Advanced Analytics - Predictive Analytics Software

SAS Advanced Analytics

Empower your data to drive smarter decisions.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

4.0

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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 ...

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Free Trial·

SAS Advanced Analytics offers custom pricing plan

What buyers evaluate in Predictive Analytics Software
Availability of advanced proprietary algorithms and pre-packaged automation scenarios for diverse modeling tasks
Integration capabilities with existing infrastructure such as IoT systems, cloud platforms, or enterprise databases
Pricing transparency and licensing models, especially given many products require sales contact and have quotation-based pricing
FICO Predictive Analytics - Predictive Analytics Software

FICO Predictive Analytics

Empower your business with smarter analytics and AI.

Best for: SMB teams · Mid-market · Enterprise

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4.0

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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

Oracle Data Mining - Predictive Analytics Software

Oracle Data Mining

Maximize your data, minimize your effort.

Best for: SMB teams · Mid-market · Enterprise

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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 ...

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Oracle Data Mining offers custom pricing plan

Amazon Forecast - Predictive Analytics Software

Amazon Forecast

Boost revenue and optimize operations with Amazon Forecast.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

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 more about Amazon Forecast
Free TrialTry Free →

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

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