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 overall — IBM SPSS Modeler
- Best for enterprise statistical modeling — SAS Advanced Analytics
- Best for demand forecasting — Amazon Forecast
- Best free option — Datagran — 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
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 ...
Read more about AirFusionAirFusion offers custom pricing plan

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 ...
Read more about Salford Predictive ModelerSalford Predictive Modeler offers custom pricing plan
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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 ...
Read more about Fluidly
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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 ...
Read more about PecanPecan offers custom pricing plan
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 ...
Read more about MarketingTrackerMarketingTracker offers custom pricing plan

Datagran
Empowering data-driven decisions through collaboration and efficiency.
Best for: SMB teams · Mid-market · Enterprise
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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 ...
Read more about DatagranStarts from $50/Month when Billed Yearly, also offers free forever plan

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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 ...
Read more about EmcienEmcien offers custom pricing plan

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 ...
Read more about VerteegoVerteego offers custom pricing plan

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 ...
Read more about EmcienPatternsEmcienPatterns offers custom pricing plan

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 ...
Read more about FalkonryFalkonry offers custom pricing plan

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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 ...
Read more about StrayosStrayos offers custom pricing plan

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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 ...
Read more about HylloHyllo offers custom pricing plan

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 ...
Read more about Oracle Crystal BallOracle Crystal Ball offers custom pricing plan

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 ...
Read more about Amazon Forecast
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 ...
Read more about TADA
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
FICO Predictive Analytics
Empower your business with smarter analytics and AI.
Best for: SMB teams · Mid-market · Enterprise
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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 AnalyticsFICO Predictive Analytics offers custom pricing plan

SAS Advanced Analytics
Empower your data to drive smarter decisions.
Best for: SMB teams · Mid-market · Enterprise
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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 AnalyticsSAS Advanced Analytics offers custom pricing plan
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Looking to replace a Predictive Analytics Software tool?
Each round-up compares that product against the closest options on features, pricing and user ratings.
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.
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Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].











