Top 10 Amazon Forecast Alternatives 2026
Boost revenue and optimize operations with Amazon Forecast.
Main Features
- Data Analysis
- Data Integration
- Machine Learning
- Model Deployment
Pricing
Free Trial available
Amazon Forecast is a Predictive Analytics Software platform with a user rating of 4.3★ based on 69 reviews. Teams looking for alternatives typically need better pricing flexibility, easier deployment, or a closer feature fit for their specific use case. Below you'll find 10 vetted Predictive Analytics Software alternatives ranked by user rating, with filters to narrow by pricing, platform, and features — so you can find the right fit for 2026.
Amazon Forecast vs Top Alternatives at a Glance
Side-by-side comparison of pricing, user rating, and free trial availability to help you decide faster.
| Tool | Best For | Pricing | Rating | Free Option |
|---|---|---|---|---|
| Amazon Forecast Current | Predictive Analytics Software | Free trial | 4.3 ★ | ✓ Yes |
 Salford Predictive Modeler | Predictive Analytics Software | Custom pricing | 5.0 ★ | ✗ No |
 Oracle Data Mining | Predictive Analytics Software | Custom pricing | 3.6 ★ | ✗ No |
 IBM SPSS Modeler | Predictive Analytics Software | $499 | 4.0 ★ | ✓ Yes |
 MindsDB | Predictive Analytics Software | Custom pricing | No reviews | ✗ No |
 Verteego | Predictive Analytics Software | Custom pricing | 4.5 ★ | ✗ No |
Showing 1-10 out of 10
List of the Top Amazon Forecast alternatives as of October 2026
Compare business software, products, and services to find the best solution for your business or organization. Use the filters on the left to drill down by category, pricing, features, market segment, user ratings, and more.
Salford Predictive Modeler
Unlock the power of predictive analytics seamlessly.
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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 moreCommon Features
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Machine Learning
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Predictive Analysis
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Data Analysis
+ 1 more
Unique Features
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Segmentation
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Model Development
Pricing
Salford Predictive Modeler offers custom pricing plan
Oracle Data Mining
Maximize your data, minimize your effort.
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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 moreCommon Features
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Machine Learning
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Predictive Analysis
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Data Analysis
+ 1 more
Unique Features
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Model Development
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Data Transformation
Pricing
Oracle Data Mining offers custom pricing plan
Spotsaas Buyer Intelligence
Own the software buyers are comparing here? See who's weighing you against rivals — and who's comparing your competitors while you're not in the running.
IBM SPSS Modeler
Accelerate results with data-driven decisions.
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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 moreCommon Features
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Model Deployment
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Machine Learning
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Data Analysis
+ 1 more
Unique Features
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Data visualization
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Report Generation
Pricing
Free Trial available, Try Now
Starts from $499/Month
MindsDB
Transform your data into powerful predictions with ease.
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What is MindsDB?
MindsDB lets developers run machine learning predictions directly from database tables using standard SQL queries, without preprocessing data separately. It integrates with existing BI tools and applications, making predictive analytics accessible to teams already working in SQL environments.
Read moreCommon Features
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Machine Learning
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Predictive Analysis
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Data Integration
+ 2 more
Unique Features
No unique features
Pricing
MindsDB offers custom pricing plan
Verteego
Streamline decisions with AI-powered forecasting.
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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 moreCommon Features
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Machine Learning
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Predictive Analysis
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Data Integration
Unique Features
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Pricing Optimization
Pricing
Verteego offers custom pricing plan
Falkonry
Maximize plant performance with AI-driven insights.
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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 moreCommon Features
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Machine Learning
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Predictive Analysis
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Data Analysis
Unique Features
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Data visualization
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Root Cause Analysis
Pricing
Falkonry offers custom pricing plan
Fluidly
Empowering businesses with automated cashflow forecasting.
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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 moreCommon Features
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Predictive Analysis
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Data Integration
Unique Features
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Data visualization
Pricing
Free Trial available
Prevedere
Transform strategy and drive growth with precise planning.
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What is Prevedere?
Upgrade businesses with precise planning and forecasting through Prevedere. Its advanced AI engine, global data repository, and machine learning analytics gather relevant information from worldwide sources to facilitate transformational strategies. With 4 million+ model ready data sources on ...
Read moreCommon Features
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Machine Learning
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Predictive Analysis
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Data Analysis
+ 1 more
Unique Features
No unique features
Pricing
Prevedere offers custom pricing plan
Emcien
Transform data into action and drive success.
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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 moreCommon Features
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Predictive Analysis
-
Data Analysis
Unique Features
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Root Cause Analysis
Pricing
Emcien offers custom pricing plan
Oracle Crystal Ball
Drive informed decisions with unparalleled predictive modeling.
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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 moreCommon Features
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Predictive Analysis
-
Data Analysis
Unique Features
-
Model Development
Pricing
Free Trial available
Oracle Crystal Ball offers custom pricing plan
Which Amazon Forecast Alternative Is Right for You?
- If you need a free or low-cost option: IBM SPSS Modeler — offers a free plan or trial suitable for small teams.
- If user satisfaction is your top priority: Salford Predictive Modeler — holds the highest user rating (5.0★) among Amazon Forecast alternatives.
- If you want a mid-range option: Falkonry — sits in the middle of the list by rating and may fit teams with mixed requirements.
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 Amazon Forecast for Predictive Analytics Software are Salford Predictive Modeler (5.0★), Fluidly (5.0★), Verteego (4.5★). Compare all 10 alternatives side-by-side above.
When evaluating alternatives to Amazon Forecast, prioritize: Machine Learning, Predictive Analysis, Model Training, Data Integration, Model Deployment, transparent pricing, free trial availability, and integrations with tools you already use. Use the filters above to compare by feature, budget, and team size.
For small businesses, the best Predictive Analytics Software tools are TIMi Suite, Incremental, Analyzr.ai. Look for affordable per-seat pricing, quick setup (under 1 day), no long-term contracts, and strong onboarding support to reduce time-to-value.
Migration difficulty depends on how deeply Amazon Forecast is integrated into your workflows. Most alternatives offer data export/import tools and dedicated onboarding support. We recommend narrowing to 2–3 options, running a free trial, and checking each vendor's migration guides before committing.
Amazon Forecast has a rating of 4.3. 6 alternatives — including Salford Predictive Modeler and Verteego — rate higher. The right choice depends on your workflow, team size, and budget.
About the reviewer
Rajat Gupta is the founder of Spotsaas. Over the past two years, he has reviewed 2,000+ tools across CRM, HR, AI, and finance — applying hands-on product research and a background in commerce and the CFA program to evaluate software through a business and ROI lens. His goal: help teams make software decisions they won't regret.
Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].