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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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Monument - Predictive Analytics Software

Monument

Streamline your data analysis with Monument.

Best for: SMB teams · Mid-market · Enterprise

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What is Monument?

Monument is a user-friendly no-code predictive intelligence software designed to boost productivity on your PC or in the cloud. Equipped with smart tools and features, it allows you and your team to easily compare and evaluate multiple models within minutes. With automatic report generation, ...

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Free TrialTry Free →·

Starts from $159.16/Month when Billed Yearly

EmcienPatterns - Predictive Analytics Software

EmcienPatterns

Empower your business with predictive insights.

Best for: SMB teams · Mid-market · Enterprise

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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 ...

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Free Trial·

EmcienPatterns 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

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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 ...

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Free TrialTry Free →
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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

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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

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

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

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
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

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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