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9 Amazon Forecast Alternatives Ranked by Real Users — Free Picks Included (2026)

Explore 9 alternatives to Amazon Forecast — vetted by our editors with real user reviews, pricing, and feature comparisons.

Best free Amazon Forecast alternatives, ranked and compared

Quick answer

The quick answer: the best Amazon Forecast alternatives are IBM SPSS Modeler, Fluidly and Oracle Crystal Ball. IBM SPSS Modeler leads the list with a 4.05★ rating from real users. Compare all 9 on rating and pricing below.

A tool that fits one team can frustrate another, so if Amazon Forecast is frustrating yours, these 9 predictive analytics software free alternatives are worth a look. We rank them by SpotScore, which combines verified user satisfaction with market presence, then ratings and pricing. The table gives a quick side-by-side; the sections below explain each pick.

ProductSpotScoreRatingPricingBest for
IBM SPSS ModelerAccelerate results with data-driven decisions.—★★★★☆ 4.05(143)Freefrom $499/momid-size & enterprise teams
FluidlyEmpowering businesses with automated cashflow forecasting.—★★★★★ 4.96(52)FreeFree Trial · Subscriptionteams of all sizes
Oracle Crystal BallDrive informed decisions with unparalleled predictive modeling.—★★★★☆ 4.3(20)FreeFree Trial · Quotation 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
FaradayTransform your marketing strategies with interactive flows.—Not yet ratedFreeFreemium · Subscription · Quotation Basedteams of all sizes
MageEmpowering your business with data-driven insights.—Not yet ratedFreeFreemium · Subscription · Quotation Basedteams of all sizes
MonumentStreamline your data analysis with Monument.—Not yet ratedFreeFree Trial · Subscription · Quotation Basedteams of all sizes
EmcienPatternsEmpower your business with predictive insights.—★★★★★ 4.5(2)FreeFree Trial · Quotation Basedteams of all sizes
IBM SPSS Modeler - Predictive Analytics Software

IBM SPSS Modeler

Accelerate results with data-driven decisions.

Best for: Mid-market · Enterprise

Start Free Trial

4.0

143 verified reviews

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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 →·

IBM SPSS Modeler offers custom pricing plan

Fluidly - Predictive Analytics Software

Fluidly

Empowering businesses with automated cashflow forecasting.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

5.0

52 verified reviews

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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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Oracle Crystal Ball - Predictive Analytics Software

Oracle Crystal Ball

Drive informed decisions with unparalleled predictive modeling.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

4.3

20 verified reviews

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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 Ball
Free Trial·

Oracle Crystal Ball 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 ...

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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

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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 ...

Read more about HyperCast
Free TrialTry Free →·

HyperCast 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

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

Monument - Predictive Analytics Software

Monument

Streamline your data analysis with Monument.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

Add to compare

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, ...

Read more about Monument
Free TrialTry Free →·

Starts from $159.16/Month when Billed Yearly

EmcienPatterns - Predictive Analytics Software

EmcienPatterns

Empower your business with predictive insights.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

4.5

2 verified reviews

Add to compare

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 EmcienPatterns
Free Trial·

EmcienPatterns offers custom pricing plan

Amazon Forecast competitors, compared

There are 9 direct Amazon Forecast competitors in Predictive Analytics Software. The ones that come up most often are IBM SPSS Modeler, Fluidly and Oracle Crystal Ball. Each is compared against Amazon Forecast on rating, pricing and feature coverage below.

Sites and apps like Amazon Forecast

Searches for "sites like Amazon Forecast" and "apps like Amazon Forecast" land on the same shortlist as "Amazon Forecast alternatives" — the 9 options below cover both, whether you want a like-for-like replacement or something lighter.

What each tool does well

IBM SPSS ModelerBest for mid-size & enterprise teams

Offers extensive analytics, clustering, and predictive modeling tools.

Watch for: High cost may not be justified for small organizations or occasional users

FluidlyBest for teams of all sizes

Automates cashflow forecasting

Watch for: Limited to specific accounting software

Oracle Crystal BallBest for teams of all sizes

User-friendly interface and ease of use, making it accessible for various users.

Watch for: Steep learning curve for beginners, requiring time to overcome complexities.

Analyzr.aiBest for teams of all sizes
HyperCastBest for teams of all sizes
FaradayBest for teams of all sizes
MageBest for teams of all sizes

Easy data preparation

Watch for: Limited to predictive analytics

MonumentBest for teams of all sizes

No-code interface

Watch for: Limited advanced features

EmcienPatternsBest for teams of all sizes

Actionable insights in real-time

Watch for: Limited advanced analytics

Why teams look for a Amazon Forecast alternative

The push to replace Amazon Forecast tends to come down to a few recurring frustrations:

  • Complex setup and configuration process, requiring in-depth knowledge of forecasting concepts.
  • Limited flexibility in customization options and forecasting algorithms.
  • High cost, especially related to training data preprocessing and setup.
  • Steep learning curve for newcomers without prior machine learning experience.

What makes a good Amazon Forecast replacement

Comparing the 9 free alternatives on the figures that matter: 9 offer a free tier; paid plans run $499, with IBM SPSS Modeler the cheapest entry point; and Fluidly is the highest rated at 4.96★ across 52 reviews.

What drives the order.

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 are Fluidly (5.0★), EmcienPatterns (4.5★), Oracle Crystal Ball (4.3★). Compare all 9 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 your existing tools. Use the filters above to compare by feature, budget, and team size.

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.

The right Amazon Forecast alternative for your situation

  • On a budget / just exploring: start with a free tier — IBM SPSS Modeler, Fluidly and Oracle Crystal Ball let you evaluate without paying upfront.
  • If real-user ratings matter most: Fluidly has the strongest star rating (4.96★) among the options with verified reviews.

How to move on from Amazon Forecast

A safe move off Amazon Forecast starts with the basics: export your data and test the import into your new tool. Make sure the workflows you depend on are covered, run a short pilot, and keep Amazon Forecast active until the migration is finished. Free tiers above make trialing easy.

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