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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: May 18, 2026 · How we review

Predictive Analytics Software overview

Spotsaas tracks 18 products in Predictive Analytics Software, ranked by SpotScore — a blend of feature coverage, verified review ratings, and value. 14 let you start on a free trial, and 6 keep a free plan you can stay on. Most buyers here are Data scientists building advanced predictive models for financial services or healthcare.

18
products listed
14
offer a free trial
6
have a free plan
10
priced per subscription
46
quote on request

Editor's Summary · Predictive Analytics Software

IBM SPSS Modeler carries the deepest feedback here, a 4.2 rating across 300 reviews, with flexible one-time and subscription options. SAS Advanced Analytics follows at 4.0 from 250 ratings and pairs a free trial with custom quotes. Salford Predictive Modeler shows a perfect 5.0 but only 8 reviews, so treat that score as early signal rather than proof.

Predictive analytics tools build statistical models that forecast outcomes from historical data. Data scientists and analytics leads at banks, insurers, and retailers use them for churn, demand, and risk modeling.

Quick picks for Predictive Analytics Software

  • Best overallIBM SPSS Modeler
  • Best for enterprise statistical modelingSAS Advanced Analytics
  • Best for demand forecastingAmazon Forecast
  • Best free optionDatagran — freemium tier gives analysts a low-commitment way to test model workflows before scaling to paid usage

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 showing 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.

Showing 1-18 out of 18

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

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

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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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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

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

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

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
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

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

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

Falkonry - Predictive Analytics Software

Falkonry

Maximize plant performance with AI-driven insights.

Best for: SMB teams · Mid-market · Enterprise

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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 ...

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Falkonry offers custom pricing plan

Strayos - New SaaS Software

Strayos

Revolutionizing mining with AI insights.

Best for: Mid-market · Enterprise

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What is Strayos?

Strayos is a state-of-the-art AI-powered platform providing mining professionals with accurate insights to help them stay ahead of the competition. This platform empowers 1500+ sites in the mining industries with a comprehensive suite of deep analytics ranging from surveys & planning to ...

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Strayos offers custom pricing plan

Hyllo - Predictive Analytics Software

Hyllo

Transforming data into powerful insights.

Best for: SMB teams · Mid-market · Enterprise

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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

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

Amazon Forecast - Predictive Analytics Software

Amazon Forecast

Boost revenue and optimize operations with Amazon Forecast.

Best for: SMB teams · Mid-market · Enterprise

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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 →
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?

TADA is an augmented analytics platform that uses AI to analyze data and generate graphs, predictive models, and insights without requiring coding or data science skills. Users can explore their data and get results within minutes. It is designed for business users who need answers from their ...

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Free TrialTry Free →·

TADA offers custom pricing plan

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 ...

Read more about IBM SPSS Modeler
Free TrialTry Free →·

Starts from $499/Month

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

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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

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

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Frequently Asked Questions About Predictive Analytics Software

Stuck on something? We're here to help with all the questions and answers in one place.

The most important Predictive Analytics Software features to evaluate are Self Service Portal, Resource Management, Collaboration, Campaign Management, Conversion Tracking, Alert Notifications. Most buyers prioritize ease of use, reporting, and integration capabilities when choosing a solution. Look for tools that cover your core workflow before comparing advanced features.

Predictive Analytics Software pricing varies widely — from free plans to enterprise contracts. 11 products on Spotsaas offer a free plan or trial, including HyperCast, Monument, EmcienPatterns. Paid plans typically start around $10–$50/month per user. Check individual product pages for current pricing.

The top rated Predictive Analytics Software based on verified user reviews and SpotScore are AirFusion, Salford Predictive Modeler, Fluidly. These tools consistently score highest on ease of use, feature depth, and customer support quality. Ratings are updated monthly based on real buyer feedback.

To choose the right Predictive Analytics Software, start by listing your must-have features — commonly Self Service Portal, Resource Management, Collaboration, Campaign Management, Conversion Tracking, Alert Notifications. Then filter by team size, budget, and integrations you already use. Compare at least 3 options and use free trials to test before committing. Spotsaas lets you compare side-by-side in minutes.

Yes — 11 Predictive Analytics Software on Spotsaas offer a free plan or free trial. Popular free options include HyperCast, Monument, EmcienPatterns. Free plans typically cover core features for small teams; paid upgrades unlock advanced reporting, integrations, and support.

The best Predictive Analytics Software for small businesses are affordable, quick to set up, and scale without complexity. Top picks for small teams are TIMi Suite, Incremental, Analyzr.ai. Look for tools with per-user pricing, no long-term contracts, and strong onboarding support to minimize ramp-up time.

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