--- 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: '2026-08-11' parent\_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Amazon Forecast Reviews & Product Details Amazon Forecast is a fully managed service that uses machine learning to deliver highly accurate forecasts. * * * Seller [Amazon Web Services (AWS)](https://www.g2.com/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd) Discussions [Amazon Forecast Community](https://www.g2.com/products/amazon-forecast/discuss) Solution Type All-in-One Show More ## Value at a Glance Averages based on real user reviews. ### Time to Implement 2 months ### Return on Investment 16 months [ View More Pricing Information ](https://www.g2.com/products/amazon-forecast/pricing) ## Top-Rated Alternatives [ ![Azure Time Series Insights](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Azure Time Series Insights") Azure Time Series Insights 4.1/5(53) ](https://www.g2.com/products/azure-time-series-insights/reviews) [ ![Tableau](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tableau") Tableau 4.4/5(3,786) ](https://www.g2.com/products/tableau/reviews) [ ![Gemini Enterprise Agent Platform](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Gemini Enterprise Agent Platform") Gemini Enterprise Agent Platform 4.3/5(745) ](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) [ View All Alternatives ](https://www.g2.com/products/amazon-forecast/competitors/alternatives) ## User Insights Average based on 102 real user reviews. Implementation Time 2 months Perceived Cost $$$$$ [Log in to unlock pricing and user insights](/login) ## Amazon Forecast Integrations (8) What do users say about integrations? Integration information sourced from real user reviews. [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Amazon Redshift ](https://www.g2.com/products/amazon-redshift/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") AWS Lambda ](https://www.g2.com/products/aws-lambda/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") AWS S3 Objects to Alation ](https://www.g2.com/products/aws-s3-objects-to-alation/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Gemini Enterprise Agent Platform ](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Google Workspace ](https://www.g2.com/products/google-workspace/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Sage Intacct ](https://www.g2.com/products/sage-intacct/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") SAP Cloud ERP (SAP S/4HANA Cloud) ](https://www.g2.com/products/sap-cloud-erp-sap-s-4hana-cloud/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Tableau ](https://www.g2.com/products/tableau/reviews) Show More ![Mahmoud H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mahmoud H.") MH Mahmoud H. DevOps Engineer Mid-Market (51-1000 emp.) 1/25/2026 "Accurate ML Forecasting Without the Expertise—Seamless AWS Integration" 4.5/5 What do you like best about Amazon Forecast? What I like most about Amazon Forecast is that it can generate accurate time-series predictions using machine learning without requiring deep ML expertise. It’s also straightforward to integrate with other AWS services, and it supports better demand planning and more informed decision-making. Review collected by and hosted on G2.com. What do you dislike about Amazon Forecast? One thing I dislike about Amazon Forecast is that it can get expensive when you’re working with large datasets or running predictions frequently. On top of that, the setup process can feel a bit complex, especially for new users who aren’t already familiar with AWS services. Review collected by and hosted on G2.com. What problems is Amazon Forecast solving and how is that benefiting you? Amazon Forecast addresses the challenge of inaccurate demand and time-series predictions by applying machine learning models to produce more reliable forecasts. It enables businesses to plan inventory, staffing, and other resources more effectively and with greater confidence. For me, this translates into improved planning accuracy, less waste, and stronger support for day-to-day business decisions. Review collected by and hosted on G2.com. Show More 2/4/2026 Current UserValidated ReviewerSource: Organic DV Dhanesh V. Team Lead Mid-Market (51-1000 emp.) 1/15/2026 "Amazon Forecast: Game-Changing Sales Predictor for Training Pros" 4.5/5 What do you like best about Amazon Forecast? I like best Amazon Forecast's automated ML for precise demand forecasting without data science skills. At The Knowledge Academy, it predicts PMP/CISSP enrollment and HubSpot lead trends effortlessly, slashing manual analysis time by 40% and boosting planning accuracy for webinars and staffing. Seamless S3 integration seals the deal. Review collected by and hosted on G2.com. What do you dislike about Amazon Forecast? The main drawbacks of Amazon Forecast are its steep learning curve for non-technical users and the higher costs that come with large-scale datasets. At The Knowledge Academy, the initial setup required AWS expertise, and the pricing scaled up quickly beyond smaller forecasting needs such as our PMP course predictions. As a result, even though the accuracy is strong, it can be less suitable for budget-conscious sales teams. Review collected by and hosted on G2.com. What problems is Amazon Forecast solving and how is that benefiting you? Amazon Forecast helps me solve inaccurate, manual sales forecasting and demand uncertainty at The Knowledge Academy. By using our historical data, it automates more precise predictions for PMP/CISSP course enrollments and HubSpot lead volumes. As a result, it has cut planning errors by 40%, helped us optimize webinar staffing, reduced waste from overstaffing, and supported revenue growth through timely promotions. It also saves me around 15 hours each week that I used to spend managing spreadsheets. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Cristian C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Cristian C.") CC Cristian C. Administrador Small-Business (50 or fewer emp.) 1/14/2026 "Reliable forecasting tool for operational planning" 5/5 What do you like best about Amazon Forecast? What I like most about Amazon Forecast is how easy it is to generate accurate demand predictions using our internal historical data. The platform automates most of the heavy lifting, which helps me create forecasts for inventory and operational planning without needing to build models from scratch. The integration with AWS services is smooth, and once the datasets are uploaded, the workflow is very efficient. Review collected by and hosted on G2.com. What do you dislike about Amazon Forecast? Some configuration steps can feel technical, especially when preparing datasets or tuning import settings. Also, training models can take a bit of time depending on the dataset size. Apart from that, the tool is stable and delivers consistent results once everything is set up. Review collected by and hosted on G2.com. What problems is Amazon Forecast solving and how is that benefiting you? Amazon Forecast helps us reduce guesswork in planning by providing more reliable demand predictions. It improves how we prepare inventory, schedule resources, and anticipate busy periods. This saves time, reduces errors, and helps us make decisions based on data rather than manual estimates. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Ananya V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ananya V.") AV Ananya V. Data Analyst Mid-Market (51-1000 emp.) 1/14/2026 "Amazon Forecast: High-Quality Time-Series Forecasting Without the Data Science Barrier" 4.5/5 What do you like best about Amazon Forecast? What I like best about Amazon Forecast is how it makes high-quality time-series forecasting accessible without forcing you to be a data science expert—while still giving depth if you are one. Review collected by and hosted on G2.com. What do you dislike about Amazon Forecast? I dislike that Amazon Forecast trades transparency, control, and iteration speed for automation: it’s hard to understand why forecasts look the way they do, customization is limited for advanced users, experimentation can be slow and costly, and debugging poor results is difficult—making it frustrating when you need explainability, tight cost control, or domain-specific modeling behavior. Review collected by and hosted on G2.com. What problems is Amazon Forecast solving and how is that benefiting you? Amazon Forecast solves the problem of producing accurate, scalable demand forecasts from messy real-world time-series data without requiring teams to build and maintain complex machine-learning models, which benefits me by saving significant development time, reducing operational overhead, and providing reliable probabilistic forecasts that directly support better planning, risk management, and faster decision-making. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Pratik K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pratik K.") PK Pratik K. Executive - Cargo Operations Airlines/Aviation Enterprise (\> 1000 emp.) 1/16/2026 "Accurate, Scalable Forecasting with Reliable Probabilistic Insights" 5/5 What do you like best about Amazon Forecast? The best thing about Amazon forecast is that it provides accurate and reliable data with fever array of information fed to it. It scales accuracy and delivers probabilistic forecast without ML expertise. With the use of its strong algorithm in Machine Learning it extracts data from deep sources and presents the best facts and figures. Review collected by and hosted on G2.com. What do you dislike about Amazon Forecast? Things like transparancy, pricing and fewer customization makes it bit disliking. Forecast is made but it's transparancy on why such prediction is made, is still opaque. Pricing gets escalated for even small data requirement and customization regarding specific functions and logics are lacking. Review collected by and hosted on G2.com. What problems is Amazon Forecast solving and how is that benefiting you? During peak and urgent requirement of data Amazon forecast makes the work easier. When data remains variable, huge with time constraint, it extracts the best forcast by its strong Machine Learning method. It makes my work easier by speedy data and planning strategy, making me comfortable and confident. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Adachukwu O.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Adachukwu O.") AO Adachukwu O. Virtual Administrative Assistant Telecommunications Small-Business (50 or fewer emp.) 3/20/2026 "Highly Precise Results Without Needing Machine Learning Expertise" 4.5/5 What do you like best about Amazon Forecast? It gives highly precise results without requiring much of machine learning knowledge Review collected by and hosted on G2.com. What do you dislike about Amazon Forecast? It is expensive. Also the unexpected billing Review collected by and hosted on G2.com. What problems is Amazon Forecast solving and how is that benefiting you? It is very easy to use, especially the no-code deployment option Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite DB Dev B. SAS programmer Mid-Market (51-1000 emp.) 1/16/2026 "Probabilistic Forecasts with Confidence Intervals That Inspire Trust" 5/5 What do you like best about Amazon Forecast? It employs probabilistic models that deliver not only a single forecast, but also a range of possible outcomes, complete with confidence intervals. Review collected by and hosted on G2.com. What do you dislike about Amazon Forecast? The main things I dislike about Amazon Forecast are the steep learning curve for non-AWS users, the high costs when you need to scale, and how heavily it depends on having clean, well-structured data. Review collected by and hosted on G2.com. What problems is Amazon Forecast solving and how is that benefiting you? Amazon Forecast is designed to address one of the most persistent business challenges: accurately predicting future demand and resource needs. By applying machine learning to time-series data, it helps solve issues that traditional forecasting methods often struggle to handle. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Jaden W.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Jaden W.") JW Jaden W. Carpenter Small-Business (50 or fewer emp.) 1/13/2026 "User-Friendly and Accurate Forecasting with Powerful Automation" 4.5/5 What do you like best about Amazon Forecast? Amazon Forecast is widely appreciated by both users and reviewers for its user-friendly interface, impressive accuracy, and strong automation capabilities. Review collected by and hosted on G2.com. What do you dislike about Amazon Forecast? Many users and reviewers frequently highlight several significant drawbacks of Amazon Forecast. The main concerns tend to revolve around its cost, the complexity of its setup and use, the limited options for customization, and the strong dependence on having access to high-quality historical data. Review collected by and hosted on G2.com. What problems is Amazon Forecast solving and how is that benefiting you? This tool assists businesses in tackling important challenges associated with planning and resource optimization by delivering accurate forecasts for a range of operational requirements. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Sabrina R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sabrina R.") SR Sabrina R. Program Lead Mid-Market (51-1000 emp.) 1/15/2026 "Accurate and Helpful App That Makes Management Easy" 5/5 What do you like best about Amazon Forecast? I love how helpful it so to manage and the accuracy of the app is really well done. Review collected by and hosted on G2.com. What do you dislike about Amazon Forecast? It would be great if you could change the reader’s voice and make it adjustable, so we can choose the voice we like. Review collected by and hosted on G2.com. What problems is Amazon Forecast solving and how is that benefiting you? I stay up to date with the local forecast, and when I’m planning to travel, I can definitely use it to my advantage to see what the weather will be like at my destination. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![tabatha f.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "tabatha f.") TF tabatha f. Notary Public Computer Software Small-Business (50 or fewer emp.) 1/14/2026 "Clearer View of Future Finances" 5/5 What do you like best about Amazon Forecast? It helps you get a clearer idea of what your future finances might look like. Review collected by and hosted on G2.com. What do you dislike about Amazon Forecast? It’s still new to me, and the navigation takes some getting used to. There’s definitely a bit of a learning curve. Review collected by and hosted on G2.com. What problems is Amazon Forecast solving and how is that benefiting you? Attatimation and strategy. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise. G2 IconValidated ReviewerSource: G2 invite ## Pricing Insights Averages based on real user reviews. ### Time to Implement 2 months ### Return on Investment 16 months ### Average Discount 14% [ View More Pricing Information ](https://www.g2.com/products/amazon-forecast/pricing) Amazon Forecast Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_dd674051aa4dc7d0dfc8b7737b799e0b/amazon-sagemaker-ground-truth.jpg "Product Avatar Image") Amazon Sagemaker Ground Truth 4.1/5(19) [ Compare Now ](https://www.g2.com/compare/amazon-forecast-vs-amazon-sagemaker-ground-truth) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_5ce1baadf28da9a4ff7dfef94752a5f9/google-cloud-automl.jpg "Product Avatar Image") Google Cloud AutoML 4.3/5(33) [ Compare Now ](https://www.g2.com/compare/amazon-forecast-vs-google-cloud-automl) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_f176b4154a751d10150daa67a57b7dc5/azure-time-series-insights.jpg "Product Avatar Image") Azure Time Series Insights 4.1/5(53) [ Compare Now ](https://www.g2.com/compare/amazon-forecast-vs-azure-time-series-insights) ##### ##### Amazon Forecast Features Statistical Tool Scripting Data Mining Algorithms Data Analysis Analysis Data Interaction Decision Making Modeling Data Visualizations Report Generation Integration - Machine Learning Integration [ View More Features ](https://www.g2.com/products/amazon-forecast/features) ## Work at Amazon Web Services (AWS)? 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