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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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Showing 21-36 out of 36

TADA - Predictive Analytics Software

TADA

Unleash the Power of Augmented Analytics with TADA!

Best for: SMB teams · Mid-market · Enterprise

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What is TADA?

Introducing TADA, the ultimate Escalate Analytics Software that simplifies data analysis with its advanced Artificial Intelligence. Gone are the days of struggling with coding or data science skills, TADA does it all for you. Experience the power of Augmented Analytics, where TADA delves into ...

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Free TrialTry Free →·

TADA offers custom pricing plan

Oracle Crystal Ball - Predictive Analytics Software

Oracle Crystal Ball

Drive informed decisions with unparalleled predictive modeling.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

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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 ...

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Free Trial·

Oracle Crystal Ball 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

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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

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Pecan - Predictive Analytics Software

Pecan

Transform your data into actionable insights faster.

Best for: SMB teams · Mid-market · Enterprise

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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 ...

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Pecan offers custom pricing plan

AirFusion - Predictive Analytics Software

AirFusion

Streamline Your Inspection Workflow with AirFusion

Best for: SMB teams · Mid-market · Enterprise

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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

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 ...

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FICO Predictive 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
IBM SPSS Modeler - Predictive Analytics Software

IBM SPSS Modeler

Accelerate results with data-driven decisions.

Best for: Mid-market · Enterprise

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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

Graphite Note - Predictive Analytics Software

Graphite Note

Simplify data predictions and make smarter decisions.

Best for: SMB teams · Mid-market

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What is Graphite Note?

Introducing Graphite Note – the ultimate solution to simplifying data predictions. Our cutting-edge software uses advanced analytics tools to analyze your business workflows with ease. With an AI template and predictive algorithms, you can effortlessly combine visuals and share valuable ...

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Graphite Note offers custom pricing plan

Emcien - Predictive Analytics Software

Emcien

Transform data into action and drive success.

Best for: SMB teams · Mid-market

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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 ...

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Emcien 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

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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

Prevedere - Predictive Analytics Software

Prevedere

Transform strategy and drive growth with precise planning.

Best for: SMB teams · Mid-market · Enterprise

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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 ...

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Prevedere offers custom pricing plan

Verteego - Predictive Analytics Software

Verteego

Streamline decisions with AI-powered forecasting.

Best for: SMB teams · Mid-market · Enterprise

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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 ...

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Verteego offers custom pricing plan

Fluidly - Predictive Analytics Software

Fluidly

Empowering businesses with automated cashflow forecasting.

Best for: SMB teams · Mid-market · Enterprise

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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 ...

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Free Trial
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

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 ...

Read more about SAS Advanced Analytics
Free Trial·

SAS Advanced Analytics offers custom pricing plan

Hyllo - Predictive Analytics Software

Hyllo

Transforming data into powerful insights.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

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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 ...

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Free Trial·

Hyllo offers custom pricing plan

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