# Machine Learning on AWS Software Pricing, Alternatives & More 2026 | Capterra > With the help of Capterra, learn about Machine Learning on AWS Software - reviews, pricing plans, popular comparisons to other Speech Recognition products and more. Source: https://www.capterra.com/p/251419/Machine-Learning-on-AWS/alternatives --- # Machine Learning on AWS Software Review 2026: Features, Reviews, Integrations, Pros & Cons Last updated on March 13, 2026 Provider data verified by our Software Research team, and reviews moderated by our Reviews Verification team. [Description](#description)[Use cases](#use-cases)[Alternatives](#alternatives)[Features](#features)[Pricing](#pricing)[Support](#support)[Reviews](#reviews) Machine Learning on AWS ## What is Machine Learning on AWS? With AWS machine learning (ML), you can make accurate predictions, gain deeper insights from your data, reduce operational overhead, and improve the customer experience. AWS helps you at every stage of your ML adoption journey with the most comprehensive set of artificial intelligence (AI) and ML services, infrastructure, and implementation resources. Download our free eBook to see how other businesses like yours use AWS Machine Learning services. ## What is Machine Learning on AWS used for? [Machine Learning](https://www.capterra.com/machine-learning-software/)[OCR](https://www.capterra.com/ocr-software/)[Deep Learning](https://www.capterra.com/deep-learning-software/) Overall rating Based on 6 user reviews Reviews sentiment Positive \- Neutral \- Negative \- Contact vendor for pricing Free trial available Capterra Shortlist charts the highest-rated and most popular products... Our "Best of" badge program showcases products with the highest ratings... Our "Best of" badge program showcases products with the highest ratings... Do you work for Machine Learning on AWS?[Manage this product listing](https://digitalmarkets.gartner.com/get-listed/claim-bx?url=https://aws.amazon.com/&name=Machine Learning on AWS) ## Compare with a popular alternative Capterra selects software alternatives based on relevant features, verified user reviews and user interactions. Placement may be influenced by client status. ### Machine Learning on AWS 4.7 (6) VS. [4.4 (12)](https://www.capterra.com/p/10004983/SAS-Viya/#reviews) Starting Price Contact vendor Starting Price Contact vendor Free Trial Free Version Pricing Options Free Trial Free Version Ease Of Use 4.8 (6) Ease Of Use 4.1 (86) Value For Money 4.7 (6) Value For Money 3.7 (58) Customer Service 5.0 (6) Customer Service 3.9 (52) ## Machine Learning on AWS alternatives [4.5 (387)](https://www.capterra.com/p/109731/Minitab-Statistical-Software/reviews/) Starting price $1851.00 Per User, Per Month [Anaconda](https://www.capterra.com/p/191760/Anaconda/) [4.6 (86)](https://www.capterra.com/p/191760/Anaconda/reviews/) Starting price Contact vendor for pricing [Learn More](https://www.capterra.com/p/191760/Anaconda/) Highest Rated [Rayven](https://www.capterra.com/p/173908/Rayven-Industrial-business-intelligence/) [5.0 (24)](https://www.capterra.com/p/173908/Rayven-Industrial-business-intelligence/#reviews) Starting price Contact vendor for pricing [Learn More](https://www.capterra.com/p/173908/Rayven-Industrial-business-intelligence/) [Qlik Sense](https://www.capterra.com/p/209809/Qlik-Sense/) [4.5 (260)](https://www.capterra.com/p/209809/Qlik-Sense/reviews/) Starting price $30.00 Per User, Per Month [Learn More](https://www.capterra.com/p/209809/Qlik-Sense/) ## Features Features with the highest number of reviews are displayed first. Those that have no reviews appear next, sorted alphabetically. API 5.0 (3) 66.67% of 3 reviewers that rated this feature as important or highly important Application programming interface that allows for integration with other systems/databases Data Visualization 4.7 (3) 100.00% of 3 reviewers that rated this feature as important or highly important Graphical representation of data Natural Language Processing 4.5 (2) 100.00% of 2 reviewers that rated this feature as important or highly important Process and analyze human language in text or audio form Reporting/Analytics 4.0 (2) 100.00% of 2 reviewers that rated this feature as important or highly important View and track pertinent metrics to find patterns and gain insights from data Reporting & Statistics 5.0 (2) 100.00% of 2 reviewers that rated this feature as important or highly important Collection, analysis, and representation of numerical data and generation of reports to understand various patterns Third-Party Integrations 3.5 (2) 100.00% of 2 reviewers that rated this feature as important or highly important Set up connections to third-party platforms to improve business processes Machine Learning on AWS 29 features Software program that continuously adjusts its behavior based on observed data Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges Application programming interface that allows for integration with other systems/databases Identify and respond to security threats to developed applications Analyze data and automatically generate insights using AI/ML technologies Automatically capture data from documents, records, or other online sources AI-based platform which conducts a conversation via auditory or textual methods Assembly of graphs and charts for visualizing and tracking statistics/metrics Collect, process and structure data from multiple sources for further analysis Analyze survey results via statistical testing or crosstabs directly within the software Process of gathering, measuring, and analyzing accurate data Connect to big data sources Discover and connect variety of data sources to the application for analysis AI method of discovering or extracting data patterns from larger volumes of data Manage and store data in a database Graphical representation of data Specialized for devices with sensors and processing ability to connect and exchange data over the internet Retrieves search results using various capabilities, including AI, ML and NLP Enable businesses to implement machine learning algorithms on business data such as sales and revenue Allows users to manage data from a number of sources Process and analyze human language in text or audio form Analyze and gain insights into data in real-time Algorithmically generated suggestions based on user behaviors, preferences, or data patterns to enhance UX, productivity, or engagement Collection, analysis, and representation of numerical data and generation of reports to understand various patterns View and track pertinent metrics to find patterns and gain insights from data Categorize emotions expressed in written text or images and identify if they are positive, negative or neutral Process of extracting and classifying information from text, such as tweets, emails, product reviews, etc Set up connections to third-party platforms to improve business processes Track revisions and updates made to files and navigate between different versions Get Advice We can help you find the software with the features you need. Features 4.5 (6) 4.5 Based on 6 reviews ## Pricing Value for money 4.7 (6) ### Starting price Contact vendor for pricing Free trial available Value for money 4.7 (6) 4.7 Based on 6 reviews Connect with a Capterra advisor for a free 15-minute consultation Get a personalized software list aligned to your business needs with guidance from our expert advisors. Our team has helped 1 million+ businesses like yours find options that fit their needs. ## Support, customer service and training options Customer Service 5.0 (6) Support - Email/Help Desk - FAQs/Forum - Knowledge Base - Phone Support - 24/7 (Live rep) - Chat Training - In Person - Live Online - Webinars - Documentation - Videos Deployment - Web - Android - iPhone/iPad Typical users - Freelancers - Small businesses - Mid size businesses - Enterprises Customer Service 5.0 (6) 5.0 Based on 6 reviews ## User reviews Overall rating 4.7 Based on 6 reviews Filter by rating 5(4) 4(2) 3(0) 2(0) 1(0) Mentioned topic Sorted by most recent Juan D. Administrative support Staffing and Recruiting ### "A problem solver-real world sultions in fraud detections,&Clients personalization and provide TRUE value to customera!" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 January 17, 2025 Difinitely overwhelming with its ML tools and services, overall, we are inspired bit by bit of this tool. The autoML shows us it's high performance models such amazing autopilot services. Pros Machine learning on AWS is reliable which give us reason to liked more and enjoy its pre-built solutions powered by AI! We like its global reach which we able to utilize effectively with comprehensive tools for almost every data ready for deployment. Cons We are still looking forward for the AI services with pre-trained models. We anticipate this tools very much! Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. AU Anonymous User Student Higher Education ### "Good Experience using ML on AWS" 4.0 Overall Rating 4.0 4.0 Ease of Use 5.0 5.0 Features 3.0 3.0 Customer Service 5.0 5.0 Likelihood to Recommend 9/10 January 16, 2025 It is really helpful as i can test all my ML models further extend those into complex models as well, slight changes will really make a great impact where all the infrastructure is based on AWS Pros Pretty easy to use interface, so people with basic knowledge about machine learning can use this product, we can run models which require high performance since the servers are great at aws, also we are only charged for the time we use the processing service, so it becomes really great when we need a cost effective system Cons Since ML on AWS is still pretty new to the market, there are some issues in the accuracy of the models unless trained explicitly, the algorithms used are sometimes not up to the mark but it is workable Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. SJ Subash J. Data Scientist Hospital & Health Care ### "1 year review " 4.0 Overall Rating 4.0 4.0 Ease of Use 4.0 4.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 January 8, 2025 I would recommend to get hands on with this and scale the development works Pros It is from level zero. Like anyone who has some basic knowledge about machine learning can start here. Cons It depends on other services which is inside AWS so there is a dependable issue. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. AU Anonymous User Student Information Technology and Services ### "My Cloud Computing Class Project experience on Amazon Web Services." 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 January 31, 2023 As a student of the University of Burgundy, I use everything free on Amazon Web Service. It was an awesome experience and enjoy using the service to deployment level. Pros I love the fact that AWS only charges for processing time and not the whole period of being on their page. This helps to minimize costs and maximize profit. Cons What I like least about Amazon Web Services is the deployment challenges faced as a student, which is not the case when I am using my normal login details. So, I will implore Amazon to increase the memory size issued to the student page. Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. AJ Abhinav J. Developer Information Technology and Services ### "Near human experience using aws machine learning" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 4.0 4.0 Customer Service 5.0 5.0 Likelihood to Recommend 9/10 June 18, 2022 overall, I love using its services on a daily basis it ease my work with its advance machine learning algorithms. Pros I have been using ocr service one of the most advance machine learning on aws service it's called aws textract and it has been super helpful in taking out useful information from hand written text that I further use to process and save in database. Cons Machine learning on aws tho has lot of features but are still prone to lot of errors its ai algorithm can still be improved a lot. Switched from [Google Cloud Speech-to-Text](https://www.capterra.com/p/254094/Google-Cloud-Speech-to-Text/) Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. TA Tariq A. Student Education Management ### "A great platform for companies" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 9/10 June 15, 2022 Overall the AWS is really great for a starter, coupled with its security options and flexibility to run HPC services. The small disadvantages of server being down and the lack of a well established community of users can be overcome and are nowhere near the pros. Pros Firstly its extremely user friendly, compared to other platforms like Azure and GCP. It also posesses and end to end security channel that ensures the confidentiality and the security of the review being provided. Further i am able to run heavy deep learning models that required HPC (high performance computing) services. Cons Since AWS cloud is relatively new, there aren't too many well established professionals who are proficient. And at times the servers do go down, hence a small issue. Switched from [Microsoft Azure](https://www.capterra.com/p/16365/Azure/) Just to give it a try Review source Incentivized review: software users are invited to submit an honest review and offered a nominal incentive for their time and effort. All incentivized reviews are subject to our verification process prior to publication. Independent research methodology Capterra's researchers use a mix of verified reviews, independent research and objective methodologies to bring you selection and ranking information you can trust. While we may earn a referral fee when you visit a provider through our links or speak to an advisor, this has no influence on our research or methodology. [Learn more](https://www.capterra.com/resources/proprietary-data-research/) How Capterra verifies reviews Capterra carefully verified over 2.5 million+ reviews to bring you authentic software experiences from real users. Our human moderators verify that reviewers are real people and that reviews are authentic. They use leading tech to analyze text quality and to detect plagiarism and generative AI. [Learn more](https://www.capterra.com/resources/how-we-verify-reviews/) How Capterra ensures transparency Capterra lists all providers across its website—not just those that pay us—so that users can make informed purchase decisions. Capterra is free for users. Software providers pay us for sponsored profiles to receive web traffic and sales opportunities. Sponsored profiles include a link-out icon that takes users to the provider's website. [Learn more](https://www.capterra.com/resources/how-we-ensure-transparency/)