--- title: Amazon Forecast Reviews meta_title: 'Amazon Forecast Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 102 reviews by the users' company size, role or industry to find out how Amazon Forecast works for a business like yours. aggregate_rating: rating_value: 4.3 review_count: 102 scale: '5' date_modified: '2026-08-07' parent_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Amazon Forecast Reviews **Vendor:** Amazon Web Services (AWS) **Category:** [Machine Learning Software](https://www.g2.com/categories/machine-learning) **Average Rating:** 4.3/5.0 **Total Reviews:** 102 ## About Amazon Forecast Amazon Forecast is a fully managed service that uses machine learning to deliver highly accurate forecasts. ## Amazon Forecast Pros & Cons **What users like:** - Users appreciate the **ease of use** of Amazon Forecast, enabling quick and accurate predictions without extensive expertise. (14 reviews) - Users appreciate the **forecasting accuracy** of Amazon Forecast, enabling effective planning and decision-making with ease. (13 reviews) - Users appreciate the **accuracy of time-series predictions** in Amazon Forecast, simplifying demand planning and decision-making. (11 reviews) - Users appreciate the **easy integration and accurate predictions** of Amazon Forecast, simplifying demand planning with minimal ML expertise. (10 reviews) - Users value the **high accuracy** of Amazon Forecast, which utilizes advanced ML technology for reliable results. (7 reviews) - Problem Solving (6 reviews) - Users value the **easy integration** of Amazon Forecast, enhancing their machine learning workflows efficiently. (5 reviews) - Automation (4 reviews) - Efficiency (4 reviews) - Powerful (4 reviews) **What users dislike:** - Users find Amazon Forecast **expensive** for large datasets and frequent predictions, raising concerns about affordability. (11 reviews) - Users find the **complex setup process** of Amazon Forecast challenging, especially for those new to AWS. (9 reviews) - Users experience a challenging **learning curve** due to complex configurations and understanding data schemas before optimal use. (6 reviews) - Users highlight **cost issues** with Amazon Forecast, emphasizing complex pricing and potential for budget surprises with large datasets. (5 reviews) - Users find that managing **large datasets can lead to escalating costs** and a steep learning curve with Amazon Forecast. (5 reviews) - Limited Customization (4 reviews) - Complex Setup (3 reviews) - Difficult Learning (3 reviews) - Setup Difficulty (3 reviews) - Data Cleaning (2 reviews) - [View Amazon Forecast pricing details and edition comparison](https://www.g2.com/products/amazon-forecast/reviews?page=5&qs=pros-and-cons§ion=pricing&secure%5Bexpires_at%5D=2026-08-10+17%3A42%3A00+-0500&secure%5Bsession_id%5D=013a82fa-7f2a-4339-bb57-61a1eb8c6411&secure%5Btoken%5D=40250957441dbf752927d7cb679ee7b1f68283229b3cd6832f1425b9f6937888&format=llm_user) ## Amazon Forecast Integrations - [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) - [AWS Lambda](https://www.g2.com/products/aws-lambda/reviews) - [AWS S3 Objects to Alation](https://www.g2.com/products/aws-s3-objects-to-alation/reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) - [Google Workspace](https://www.g2.com/products/google-workspace/reviews) - [Sage Intacct](https://www.g2.com/products/sage-intacct/reviews) - [SAP Cloud ERP (SAP S/4HANA Cloud)](https://www.g2.com/products/sap-cloud-erp-sap-s-4hana-cloud/reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) ## Amazon Forecast Features **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **Integration - Machine Learning** - Integration - Third-Party Integrations **Statistical Tool** - Scripting - Data Mining - Algorithms **Learning - Machine Learning** - Training Data - Actionable Insights - Algorithm **Additional Functionality** - Predictive Modeling - Configurable Workflow - Tagging - Data Import/Export - API - Predictive Analytics - Data Visualization - Endpoint Management - Multiple Data Sources - No-Code - Data Preparation - Auditing - Collaboration Tools - Big Data Analytics - ML Algorithm Library - Data Management - Activity Dashboard - Data Capture and Transfer - Activity Tracking - Data Connectors - Data Security - Data Extraction - Reporting & Statistics - Workflow Management - AI Copilot **Data Analysis** - Analysis - Data Interaction - Time Series Analysis - Trend Analysis **Decision Making** - Modeling - Data Visualizations - Report Generation - Data Unification - Customizable Reports **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Additional Functionality** - Demand Forecasting - AI/Machine Learning - Drag & Drop - For Healthcare - Forecasting - Data Extraction - Third-Party Integrations - Decision Support - Modeling & Simulation - Alerts/Notifications - Reporting/Analytics - Multiple Data Sources - For Retail - For Education - Data Discovery - Graphical Workflow Editor - Performance Metrics - Business Rules Management - AI Copilot - Natural Language Processing - Data Transformation - Data Clustering - API - Data Blending - Data Classification - Workflow Management - Workflow Automation ## Top Amazon Forecast Alternatives - [Azure Time Series Insights](https://www.g2.com/products/azure-time-series-insights/reviews) - 4.1/5.0 (45 reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) - 4.4/5.0 (3,680 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) - 4.3/5.0 (727 reviews)