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Best Salford Predictive Modeler Alternatives for Mac — 12 Compared in 2026

Explore 12 alternatives to Salford Predictive Modeler — vetted by our editors with real user reviews, pricing, and feature comparisons.

The 12 Salford Predictive Modeler alternatives buyers shortlist most

Quick answer

The strongest Salford Predictive Modeler alternatives right now are Oracle Data Mining, TIMi Suite and Incremental. Oracle Data Mining takes the top spot with a SpotScore of -1 and a 4★ rating. Compare the full set of 12 on score, rating, and price below.

Outgrown Salford Predictive Modeler, or never quite settled in? These 12 predictive analytics software alternatives are the strongest alternatives, ranked by SpotScore, which fuses verified user satisfaction with market presence, plus star ratings and pricing. We vet each one. The table below sums them up; the sections after go deeper.

ProductSpotScoreRatingPricingBest for
Oracle Data MiningMaximize your data, minimize your effort.★★★★ 4(4)Quotation Basedteams of all sizes
TIMi SuiteThe Ultimate Data Science and AI Platform for Fast, Scalable AnalyticsNot yet ratedQuotation Based · Subscriptionteams of all sizes
IncrementalElevate your retail marketing strategy with data-driven analytics.Not yet ratedQuotation Basedteams of all sizes
Analyzr.aiElevate your B2B game with data-driven success.Not yet ratedFreeFreemium · Quotation Basedteams of all sizes
HyperCastStay ahead of the weather with HyperCast.Not yet ratedFreeFree Trial · Quotation Basedteams of all sizes
AccreteRevolutionize analytics with precise AI automation.Not yet ratedQuotation Basedsmall & mid-size businesses
FaradayTransform your marketing strategies with interactive flows.Not yet ratedFreeFreemium · Subscription · Quotation Basedteams of all sizes
StrayosRevolutionizing mining with AI insights.Not yet ratedQuotation Basedmid-size & enterprise teams
MageEmpowering your business with data-driven insights.Not yet ratedFreeFreemium · Subscription · Quotation Basedteams of all sizes
ZASTIEfficient AI solutions for optimized telemedicine care.Not yet ratedQuotation Basedteams of all sizes
HelioCloudEmpowering clean energy with real-time intelligence.Not yet ratedQuotation Basedteams of all sizes
MageUpgrade your predictions with effortless precision.Not yet ratedQuotation Basedteams of all sizes
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

Add to compare

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 ...

Read more about Oracle Data Mining

Oracle Data Mining offers custom pricing plan

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TIMi Suite

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

Best for: SMB teams · Mid-market · Enterprise

See Plans & Pricing

Add to compare

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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 ...

Read more about TIMi Suite

Starts from $520/month

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Incremental

Incremental

Elevate your retail marketing strategy with data-driven analytics.

Best for: SMB teams · Mid-market · Enterprise

Get Pricing Details

Add to compare

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. ...

Read more about Incremental

Incremental offers custom pricing plan

Analyzr.ai

Analyzr.ai

Elevate your B2B game with data-driven success.

Best for: SMB teams · Mid-market · Enterprise

Try for Free

Add to compare

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 ...

Read more about Analyzr.ai

Analyzr.ai offers custom pricing plan

HyperCast - New SaaS Software

HyperCast

Stay ahead of the weather with HyperCast.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

Add to compare

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 ...

Read more about HyperCast
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

Get Pricing Details

Add to compare

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 ...

Read more about Accrete

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

Add to compare

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 ...

Read more about Faraday

Starts from $36/Month when Billed Yearly, also offers free forever plan

Strayos - New SaaS Software

Strayos

Revolutionizing mining with AI insights.

Best for: Mid-market · Enterprise

Get Pricing Details

Add to compare

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 Strayos

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

Add to compare

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 ...

Read more about Mage

Mage offers custom pricing plan

ZASTI - New SaaS Software

ZASTI

Efficient AI solutions for optimized telemedicine care.

Best for: SMB teams · Mid-market · Enterprise

GDPRHIPAA
Get Pricing Details

Add to compare

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 ...

Read more about ZASTI

ZASTI offers custom pricing plan

HelioCloud - New SaaS Software

HelioCloud

Empowering clean energy with real-time intelligence.

Best for: SMB teams · Mid-market · Enterprise

Get Pricing Details

Add to compare

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 ...

Read more about HelioCloud

HelioCloud offers custom pricing plan

Mage - Predictive Analytics Software

Mage

Upgrade your predictions with effortless precision.

Best for: SMB teams · Mid-market · Enterprise

Get Pricing Details

Add to compare

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 ...

Read more about Mage

Mage offers custom pricing plan

Why each of these made the list

Oracle Data MiningBest for teams of all sizes

Maximizes Oracle data

Watch for: Requires Oracle database knowledge

TIMi SuiteBest for teams of all sizes
IncrementalBest for teams of all sizes
Analyzr.aiBest for teams of all sizes
HyperCastBest for teams of all sizes
AccreteBest for small & mid-size businesses
FaradayBest for teams of all sizes
StrayosBest for mid-size & enterprise teams

AI-powered insights

Watch for: Complex for new users

MageBest for teams of all sizes

Easy data preparation

Watch for: Limited to predictive analytics

ZASTIBest for teams of all sizes

Real-time data optimization

Watch for: Requires data integration

HelioCloudBest for teams of all sizes

Real-time analytics

Watch for: Requires technical knowledge

MageBest for teams of all sizes

Easy predictive modeling

Watch for: Limited advanced features

What counts when comparing Salford Predictive Modeler alternatives

The 12 predictive analytics software alternatives compare like this on the specifics: 4 offer a free tier; and Oracle Data Mining is the highest rated at 4 across 4 reviews.

How we ranked these.

Frequently Asked Questions (FAQs)

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

The top-rated alternatives to Salford Predictive Modeler are Oracle Data Mining (4.0★), TIMi Suite, Incremental. Compare all 12 alternatives side-by-side above.

When evaluating alternatives to Salford Predictive Modeler, prioritize: Machine Learning, Predictive Analysis, Data Analysis, Segmentation, Model Development, transparent pricing, free trial availability, and integrations with your existing tools. Use the filters above to compare by feature, budget, and team size.

Migration difficulty depends on how deeply Salford Predictive Modeler is integrated into your workflows. Most alternatives offer data export/import tools and dedicated onboarding support. We recommend shortlisting 2–3 options, running a free trial, and checking each vendor's migration guides before committing.

Which Salford Predictive Modeler alternative should you pick?

  • On a budget / just exploring: start with a free tier — Analyzr.ai, HyperCast and Faraday let you evaluate without paying upfront.
  • If real-user ratings matter most: Oracle Data Mining has the strongest star rating (4★) among the options with verified reviews.
  • Want the safest pick: Oracle Data Mining has the highest Spotsaas Score (-1) in this list — a strong default if you're unsure.

Migrating away from Salford Predictive Modeler

Before you move off Salford Predictive Modeler, export your existing data and confirm your new tool can import it. Check feature parity for the workflows you depend on, then run a short pilot on a free tier or trial before rolling it out. Most tools above offer a free way to test, so you can validate the fit before paying. Keep your Salford Predictive Modeler account active until the migration is done.

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