--- title: "Google Cloud AutoML Software Pricing, Alternatives & More 2026 | Capterra" description: "With the help of Capterra, learn about Google Cloud AutoML Software - reviews, pricing plans, popular comparisons to other Data Mining products and more." source_url: "https://www.capterra.com/p/246682/AutoML/" page_type: "product" language: "en" --- # Google Cloud AutoML Software Review 2026: Features, Reviews, Integrations, Pros & Cons Last updated on September 16, 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)[FAQs](#faqs)[Features](#features)[Pricing](#pricing)[Support](#support)[Reviews](#reviews) Google Cloud AutoML ## What is Google Cloud AutoML? AutoML is a cloud tool for developers with limited ML expertise to create and train custom training models. Users can upload labeled or unlabeled images via the UI to train, deploy, and serve them. It also allows admins to analyze quality stats and generate predictions through the UI or a REST API. The tool uses transfer learning (TL) via Google Colab and a neural architecture search (NAS) method to help increase ML model speeds and generate predictions more accurately. AutoML annotates images and cleans labels to boost data quality and relieve pressure from time-consuming ML tasks. It is suitable for automating ML workflows via automatic training and multi-model tuning. Vision API models can be used to detect emotion or understand texts. The system searches for language pair translations and classifies images or text through natural language processing (NLP). It features several algorithms to enable deep-learning model customization without data science or programming knowledge. ## What is Google Cloud AutoML used for? [Machine Learning](https://www.capterra.com/machine-learning-software/)[Data Mining](https://www.capterra.com/data-mining-software/) Overall rating Based on 5 user reviews Reviews sentiment Positive \- Neutral \- Negative \- ### Starting price Free trial not 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 Google Cloud AutoML?[Manage this product listing](https://www.g2.com/products/google-cloud-automl/claim_requests/new?auto=true) ## Google Cloud AutoML Overview Updated September 2026 AI summary Google Cloud AutoML provides small and midsize businesses with cloud-based tools for building and deploying custom machine learning models. Covering the machine learning category, it offers features such as data import, preparation, visualization, model training, natural language processing, and predictive modeling, along with API access and data extraction options, all delivered through a web-based interface. ## 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. ### Google Cloud AutoML 4.2 (5) VS. [### OpenText Analytics Cloud](https://www.capterra.com/p/177019/OpenText-Analytics-Suite/) [5.0 (1)](https://www.capterra.com/p/177019/OpenText-Analytics-Suite/#reviews) Starting Price Contact vendor Starting Price $0.01 per user, per month Free Trial Free Version Pricing Options Free Trial Free Version Ease Of Use 4.6 (5) Ease Of Use 5.0 (1) Value For Money 4.0 (3) Value For Money 0.0 (0) Customer Service 4.3 (4) Customer Service 0.0 (0) ## Google Cloud AutoML alternatives [Google Cloud](https://www.capterra.com/p/268690/Google-Cloud-Platform/) [4.7 (2,330)](https://www.capterra.com/p/268690/Google-Cloud-Platform/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 96% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/268690/Google-Cloud-Platform/) [Anaconda](https://www.capterra.com/p/191760/Anaconda/) [4.6 (87)](https://www.capterra.com/p/191760/Anaconda/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 95% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/191760/Anaconda/) [JMP](https://www.capterra.com/p/151815/JMP-Statistical-Software/) [4.5 (53)](https://www.capterra.com/p/151815/JMP-Statistical-Software/reviews/) Starting price $1390.00 Per User, Per Month Pricing Options Free Trial Free Version User Rating 92% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/151815/JMP-Statistical-Software/) [KNIME Analytics Platform](https://www.capterra.com/p/158739/KNIME-Analytics-Platform/) [4.6 (26)](https://www.capterra.com/p/158739/KNIME-Analytics-Platform/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 100% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/158739/KNIME-Analytics-Platform/) ## FAQs about Google Cloud AutoML Overview ### What company size and specific industries is Google Cloud AutoML built for? Google Cloud AutoML targets businesses in research, cybersecurity, data processing, and analysis that need to train machine-learning models or generate predictions. It is suited to organizations of varying sizes, especially teams that handle data-intensive work and need a cloud-based tool for model development and prediction tasks. Features and Usability ### What are the key features of Google Cloud AutoML? Google Cloud AutoML offers API access, data import/export, data capture and transfer, and data storage management for handling datasets. It includes data preparation, model training, predictive modeling, statistical modeling, and natural language processing, plus activity dashboards, user management, data extraction, and data visualization tools. Getting Started and Support ### What training and onboarding options does Google Cloud AutoML offer? Google Cloud AutoML provides documentation for teams getting started. Documentation gives users written reference material for setup, feature review, and step-by-step guidance when learning the product and checking details later. Getting Started and Support ### What customer support options does Google Cloud AutoML offer? Google Cloud AutoML provides email/help desk and chat support. These channels give users direct ways to ask for help with setup, usage, and account issues. No reviewer feedback about support quality is available, so no conclusions can be drawn about response times, helpfulness, or common frustrations. ## Features AI summary Based on 307 Data Mining reviews Not all Machine Learning products cover every feature buyers care about most. Here is what Capterra reviewers highlight as essential when choosing a solution: - **Model Training** (**48%** of reviewers rated this feature as critical) - **Third-Party Integrations** (**50%**) - **Predictive Analytics** (**55%**) Google Cloud AutoML supports **Model Training**. However, it does not include **Third-Party Integrations** or **Predictive Analytics**. Instead, it offers other highly rated capabilities, including **API** (**57%**), **Data Import/Export** (**49%**), and **Predictive Modeling** (**56%**). These features help businesses connect models to applications, move data in and out of the system more easily, and build forecasting workflows, allowing teams to put machine learning outputs into day-to-day use. Model Training 5.0 (1) 100.00% of 1 reviewers that rated this feature as important or highly important Process of testing an ML algorithm by feeding it training data to learn from Data Import/Export 5.0 (1) 0.00% of 1 reviewers that rated this feature as important or highly important Import and export data to and from software applications Predictive Modeling 4.0 (1) 100.00% of 1 reviewers that rated this feature as important or highly important Analyzing historical and current data and generating a model to help predict future outcomes. Activity Dashboard 4.0 (1) 100.00% of 1 reviewers that rated this feature as important or highly important Dashboard to view the status of ongoing processes, identify current incidents and track past activities Data Capture and Transfer 5.0 (1) 0.00% of 1 reviewers that rated this feature as important or highly important Import, collect, and capture data from multiple sources Data Extraction 5.0 (1) 0.00% of 1 reviewers that rated this feature as important or highly important Automatically retrieve and pull information from documents, websites, images, data sets, and other sources Google Cloud AutoML 12 features ### All Features - Activity Dashboard: Dashboard to view the status of ongoing processes, identify current incidents and track past activities - API: Application programming interface that allows for integration with other systems/databases - Data Capture and Transfer: Import, collect, and capture data from multiple sources - Data Extraction: Automatically retrieve and pull information from documents, websites, images, data sets, and other sources - Data Import/Export: Import and export data to and from software applications - Data Preparation: Transforming raw data to run it through machine learning algorithms to uncover insights or make predictions. - Data Storage Management: Manage and store data in a database - Data Visualization: Graphical representation of data - Model Training: Process of testing an ML algorithm by feeding it training data to learn from - Natural Language Processing: Process and analyze human language in text or audio form - Predictive Modeling: Analyzing historical and current data and generating a model to help predict future outcomes. - Visual Analytics: Interact with data visualization elements, such as charts and graphs, to drill down into data --- Get Advice We can help you find the software with the features you need. Features 4.4 (5) 4.4 Based on 5 reviews ## Pricing Value for money 4.0 (3) ### Starting price Free trial not available Value for money 4.0 (3) 4.0 Based on 3 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 4.3 (4) 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 4.3 (4) 4.3 Based on 4 reviews ## User reviews Overall rating 4.2 Based on 5 reviews Filter by rating 5(2) 4(2) 3(1) 2(0) 1(0) Mentioned topic Sorted by most recent JG Julien G. Entraîneur Sports ### "Application de cloud " 3.0 Overall Rating 3.0 3.0 Ease of Use 4.0 4.0 Features 4.0 4.0 Customer Service 3.0 3.0 Likelihood to Recommend 7/10 October 16, 2023 Pros Application cloud simple d’utilisation et efficace. Je recommande Cons Service client à améliorer concernant l’aide à distance. 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. IK Isaac K. Help desk Computer Software ### "Captivating" 4.0 Overall Rating 4.0 4.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 6/10 June 26, 2023 Pros The system is easy to use and user friendly Cons A little bit of lagging and the interface 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. DA Dvock A. Software Tester Information Technology and Services ### "Empowering Machine Learning with Google Cloud AutoML" 4.0 Overall Rating 4.0 4.0 Ease of Use 4.0 4.0 Features 4.0 4.0 Customer Service 4.0 4.0 Likelihood to Recommend 8/10 June 16, 2023 Overall, Google Cloud AutoML democratizes machine learning by simplifying and automating the model development process. With its user-friendly interface, customization options, seamless integration, and reliable performance, AutoML empowers businesses and individuals to harness the potential of machine learning. It is a valuable tool for organizations looking to leverage machine learning without the need for extensive technical expertise or resources. Pros Google Cloud AutoML is a powerful and user-friendly tool that brings the potential of machine learning within reach for businesses and individuals alike. With its intuitive interface, extensive feature set, and seamless integration with the Google Cloud ecosystem, AutoML makes it easier than ever to build and deploy custom machine learning models.One of the standout features of Google Cloud AutoML is its user-friendly interface. Even for those without extensive machine learning expertise, the platform provides a smooth onboarding experience. Another key advantage of Google Cloud AutoML is its integration with the broader Google Cloud ecosystem. Cons One aspect that could be improved in Google Cloud AutoML is the pricing structure. While AutoML provides a powerful set of tools, the pricing can be a consideration for some users, especially for larger-scale projects or organizations with budget constraints. The pricing model can be complex, with various factors such as training hours, prediction usage, and storage costs contributing to the overall expenses. A more transparent and simplified pricing structure that is easier to understand and estimate would be beneficial for users. Additionally, introducing more flexible pricing options to accommodate different usage scenarios and budgets would enhance the accessibility of Google Cloud AutoML. 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. NM Nokuthula M. Writer Writing and Editing ### "Google Cloud AutoML is reliable " 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 May 12, 2023 It always reminds me of the data I saved in the past, even things I have forgotten and it also keeps all my documents safe. I don't have to worry if I lose my gadgets because all the information I value is stored safely. Pros It can automatically download new data from my phone, making things easy for me. I never lose important work documents and personal documents. Cons I just wish I had unlimited space on Google cloud for free. 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. BH Boyd H. Freelancer Computer Software ### "Everything in the air" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 4.0 4.0 Customer Service 0.0 0.0 Likelihood to Recommend 9/10 November 30, 2022 Storing data has been this easy, having ally stuff in one place. Pros It's easy to store up data on the cloud especially if it's on auto- back up. Cons Took me a while to hear about it, when its actually easy to use. 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. ## Top-rated software of 2026 ### Fill out the form and we'll send a list of the top-rated software based on real user reviews directly to your inbox.