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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 1-20 out of 36

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TIMi Suite

The Ultimate Data Science and AI Platform for Fast, Scalable Analytics

Best for: SMB teams · Mid-market · Enterprise

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What is TIMi Suite?

TIMi Suite is a powerful, high-performance data science and processing platform designed to push the boundaries of analytics, predictive modeling, AI, and Big Data. It offers a fast, intuitive environment, making it the perfect tool for both technical and business users to collaborate and ...

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Starts from $520/month

Incremental

Incremental

Elevate your retail marketing strategy with data-driven analytics.

Best for: SMB teams · Mid-market · Enterprise

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What is Incremental?

Elevate your retail marketing strategy with Incremental, the cutting-edge solution for Retail Media Analytics for Growth. Incremental empowers brands with a robust platform to measure the impact of their retail media investments and optimize marketing expenditures to fuel unprecedented growth. ...

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Incremental offers custom pricing plan

Analyzr.ai

Analyzr.ai

Elevate your B2B game with data-driven success.

Best for: SMB teams · Mid-market · Enterprise

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What is Analyzr.ai?

Introducing Analyzr.ai, a powerful tool for midmarket and enterprise clients seeking to overcome B2B sales and marketing analytics hurdles. Branded as the answer to predictive analytics in a simple and user-friendly package, Analyzr.ai streamlines the use of machine learning for predicting ...

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Analyzr.ai offers custom pricing plan

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HyperCast - New SaaS Software

HyperCast

Stay ahead of the weather with HyperCast.

Best for: SMB teams · Mid-market · Enterprise

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What is HyperCast?

Introducing HyperCast, the ultimate solution for all your weather forecasting needs. Created by ClimaCell, this user-friendly software allows decision-makers to monitor real-time weather data and forecasts from 0-360 minutes, sourced from a variety of reliable sources. Stay one step ahead of ...

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Free TrialTry Free →·

HyperCast offers custom pricing plan

Accrete - New SaaS Software

Accrete

Revolutionize analytics with precise AI automation.

Best for: SMB teams · Mid-market

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What is Accrete?

Accrete, a revolutionary contextual AI engine, brings automation to analytical tasks with near-human accuracy. Fueling predictive insights, it enables users to forecast crucial aspects like supply chain, money flows, goods demand, clinical drug trials, and more. With its FaaS Financial ...

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Accrete offers custom pricing plan

Faraday - New SaaS Software

Faraday

Transform your marketing strategies with interactive flows.

Best for: SMB teams · Mid-market · Enterprise

Try for Free

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What is Faraday?

Faraday is a unique no-code platform for creating interactive flows to maximize conversions. Dive into the community and design campaigns, newsletters, messages and more with Smart Results Frames for customizing your CTAs and items, as well as collecting client feedback. Employ videos to ...

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Starts from $36/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
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

Mage - New SaaS Software

Mage

Empowering your business with data-driven insights.

Best for: SMB teams · Mid-market · Enterprise

Try for Free

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What is Mage?

Mage is a powerful and easy-to-use data prediction tool that helps you have better control over pricing strategies. With Mage, you can easily prepare, add, and understand data and its predictions, without any technical expertise. It recommends the right products to users, predicts when users ...

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Mage offers custom pricing plan

ZASTI - New SaaS Software

ZASTI

Efficient AI solutions for optimized telemedicine care.

Best for: SMB teams · Mid-market · Enterprise

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What is ZASTI?

ZASTI is an advanced Artificial Intelligence (AI) platform designed for the Telemedicine landscape. It houses a range of AI solutions built and refined with real-time data points to optimize performance. Furthermore, its AutoModeller feature quickly reviews data to measure its distribution with ...

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ZASTI offers custom pricing plan

HelioCloud - New SaaS Software

HelioCloud

Empowering clean energy with real-time intelligence.

Best for: SMB teams · Mid-market · Enterprise

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What is HelioCloud?

HelioCloud helps businesses boost their output and visibility through real-time analytics and data collection. Our Big Data Clean Energy Intelligence system, developed over years of research in Europe, makes clean technologies profitable and more reliable. Think of us as the "doctors for solar ...

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HelioCloud offers custom pricing plan

Mage - Predictive Analytics Software

Mage

Upgrade your predictions with effortless precision.

Best for: SMB teams · Mid-market · Enterprise

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What is Mage?

Mage is an intelligent AI platform designed to simplify the process of predictive modeling. It provides users with a range of tools to help you build and train models with minimum effort. It will explain your model's thinking and is truly easy to integrate with the analytics. With Mage, you get ...

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Mage offers custom pricing plan

Neuron Soundware - Predictive Analytics Software

Neuron Soundware

Revolutionizing industrial productivity through intelligent sound technology.

Best for: SMB teams · Mid-market · Enterprise

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What is Neuron Soundware?

Neuron Soundware develops Artificial Intelligence and Machine Learning algorithms which work with acoustic signatures and other physical parameters of machines to ensure maximum performance, in the process increasing output, lowering operating costs, optimizing maintenance and reducing the ...

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Neuron Soundware offers custom pricing plan

Qymatix Predictive Sales Analytics - Predictive Analytics Software

Qymatix Predictive Sales Analytics

Boost sales with predictive analytics.

Best for: SMB teams · Mid-market · Enterprise

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What is Qymatix Predictive Sales Analytics?

Qymatix Predictive Sales Analytics is a highly advanced software platform that uses machine learning to measure and analyze your business operations in terms of cross-selling, upselling, customer churn, pricing and planning. With its data mining capabilities, the system can identify the ...

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Qymatix Predictive Sales Analytics 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

Monument - Predictive Analytics Software

Monument

Streamline your data analysis with Monument.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

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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

MindsDB - Predictive Analytics Software

MindsDB

Transform your data into powerful predictions with ease.

Best for: SMB teams · Mid-market · Enterprise

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What is MindsDB?

MindsDB is a revolutionary platform that brings the power of Machine Learning and SQL together. With MindsDB, you can easily make predictions from your database tables using ordinary SQL. It eliminates the need for data pre-processing and allows you to input your data directly into a Machine ...

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MindsDB 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

EmcienPatterns - Predictive Analytics Software

EmcienPatterns

Empower your business with predictive insights.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

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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

DAVinCI LABS - Predictive Analytics Software

DAVinCI LABS

Unleash the power of data with DAVinCI LABS.

Best for: SMB teams · Mid-market · Enterprise

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What is DAVinCI LABS?

Introducing DAVinCI LABS, the ultimate data analytics solution that simplifies your processes. With its advanced artificial intelligence technology, you can easily analyze complex data and generate valuable insights for your business. Say goodbye to manual data analysis as DAVinCI LABS ...

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DAVinCI LABS 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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