# Top 10 Google Cloud AI Hub Alternatives & Competitors **Average Rating:** 4.3/5 **Total Number of Reviews:** 12 Looking for alternatives or competitors to Google Cloud AI Hub? Data Science and Machine Learning Platforms is a widely used technology, and many people are seeking simple, secure software solutions with artificial neural networks, computer vision, and drag and drop. Other important factors to consider when researching alternatives to Google Cloud AI Hub include integration. The best overall Google Cloud AI Hub alternative is Databricks. Other similar apps like Google Cloud AI Hub are MATLAB, Posit Team, Altair AI Studio, and Domo. Google Cloud AI Hub alternatives can be found in [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) but may also be in [Analytics Platforms](https://www.g2.com/categories/analytics-platforms) or [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution). ## Best Paid & Free Alternatives to Google Cloud AI Hub - [Databricks](https://www.g2.com/products/databricks/reviews) - [MATLAB](https://www.g2.com/products/matlab/reviews) - [Posit Team](https://www.g2.com/products/posit-team/reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) - [Domo](https://www.g2.com/products/domo/reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) - [Hex](https://www.g2.com/products/hex-tech-hex/reviews) ## Top 10 Alternatives to Google Cloud AI Hub Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how Google Cloud AI Hub stacks up to the competition, check reviews from current & previous users in industries like Financial Services, Construction, and Telecommunications, and find the best product for your business. ### 1. [Databricks](https://www.g2.com/products/databricks/reviews) By Databricks Inc. **Average Rating:** 4.6/5 **Total Reviews:** 1,335 Making big data simple Reviewers say compared to Google Cloud AI Hub, Databricks is: - Better at support - More usable Categories in common with Google Cloud AI Hub: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Compare:** [Google Cloud AI Hub vs Databricks](https://www.g2.com/compare/databricks-vs-google-cloud-ai-hub) **Compare Databricks with other alternatives:** - [Databricks vs MATLAB](https://www.g2.com/compare/databricks-vs-matlab) - [Databricks vs Posit Team](https://www.g2.com/compare/databricks-vs-posit-team) - [Databricks vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-databricks) - [Databricks vs Domo](https://www.g2.com/compare/databricks-vs-domo) - [Databricks vs Alteryx](https://www.g2.com/compare/alteryx-vs-databricks) - [Databricks vs SAS Viya](https://www.g2.com/compare/databricks-vs-sas-sas-viya) - [Databricks vs Snowflake](https://www.g2.com/compare/databricks-vs-snowflake) - [Databricks vs SAP HANA Cloud](https://www.g2.com/compare/databricks-vs-sap-hana-cloud-2025-10-01) - [Databricks vs Hex](https://www.g2.com/compare/databricks-vs-hex-tech-hex) ### 2. [MATLAB](https://www.g2.com/products/matlab/reviews) By MathWorks **Average Rating:** 4.5/5 **Total Reviews:** 770 MATLAB is a high-level programming and numeric computing environment widely utilized by engineers and scientists for data analysis, algorithm development, and system modeling. It offers a desktop environment optimized for iterative analysis and design processes, coupled with a programming language that directly expresses matrix and array mathematics. The Live Editor feature enables users to create scripts that integrate code, output, and formatted text within an executable notebook. Key Features and Functionality: - Data Analysis: Tools for exploring, modeling, and analyzing data. - Graphics: Functions for visualizing and exploring data through various plots and charts. - Programming: Capabilities to create scripts, functions, and classes for customized workflows. - App Building: Facilities to develop desktop and web applications. - External Language Interfaces: Integration with languages such as Python, C/C++, Fortran, and Java. - Hardware Connectivity: Support for connecting MATLAB to various hardware platforms. - Parallel Computing: Ability to perform large-scale computations and parallelize simulations using multicore desktops, GPUs, clusters, and cloud resources. - Deployment: Options to share MATLAB programs and deploy them to enterprise applications, embedded devices, and cloud environments. Primary Value and User Solutions: MATLAB streamlines complex mathematical computations and data analysis tasks, enabling users to develop algorithms and models efficiently. Its comprehensive toolboxes and interactive apps facilitate rapid prototyping and iterative design, reducing development time. The platform's scalability allows for seamless transition from research to production, supporting deployment on various systems without extensive code modifications. By integrating with multiple programming languages and hardware platforms, MATLAB provides a versatile environment that addresses the diverse needs of engineers and scientists across industries. Reviewers say compared to Google Cloud AI Hub, MATLAB is: - Better at support - Better at meeting requirements - More usable Categories in common with Google Cloud AI Hub: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Compare:** [Google Cloud AI Hub vs MATLAB](https://www.g2.com/compare/google-cloud-ai-hub-vs-matlab) **Compare MATLAB with other alternatives:** - [MATLAB vs Databricks](https://www.g2.com/compare/databricks-vs-matlab) - [MATLAB vs Posit Team](https://www.g2.com/compare/matlab-vs-posit-team) - [MATLAB vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-matlab) - [MATLAB vs Domo](https://www.g2.com/compare/domo-vs-matlab) - [MATLAB vs Alteryx](https://www.g2.com/compare/alteryx-vs-matlab) - [MATLAB vs SAS Viya](https://www.g2.com/compare/matlab-vs-sas-sas-viya) - [MATLAB vs Snowflake](https://www.g2.com/compare/matlab-vs-snowflake) - [MATLAB vs SAP HANA Cloud](https://www.g2.com/compare/matlab-vs-sap-hana-cloud-2025-10-01) - [MATLAB vs Hex](https://www.g2.com/compare/hex-tech-hex-vs-matlab) ### 3. [Posit Team](https://www.g2.com/products/posit-team/reviews) By Posit **Average Rating:** 4.5/5 **Total Reviews:** 572 In addition to our open-source data science software, RStudio produces RStudio Team, a unique, modular platform of enterprise-ready professional software products that enable teams to adopt R, Python, and other open-source data science software at scale. Reviewers say compared to Google Cloud AI Hub, Posit Team is: - Better at support - Better at meeting requirements - More usable Categories in common with Google Cloud AI Hub: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Compare:** [Google Cloud AI Hub vs Posit Team](https://www.g2.com/compare/google-cloud-ai-hub-vs-posit-team) **Compare Posit Team with other alternatives:** - [Posit Team vs Databricks](https://www.g2.com/compare/databricks-vs-posit-team) - [Posit Team vs MATLAB](https://www.g2.com/compare/matlab-vs-posit-team) - [Posit Team vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-posit-team) - [Posit Team vs Domo](https://www.g2.com/compare/domo-vs-posit-team) - [Posit Team vs Alteryx](https://www.g2.com/compare/alteryx-vs-posit-team) - [Posit Team vs SAS Viya](https://www.g2.com/compare/posit-team-vs-sas-sas-viya) - [Posit Team vs Snowflake](https://www.g2.com/compare/posit-team-vs-snowflake) - [Posit Team vs SAP HANA Cloud](https://www.g2.com/compare/posit-team-vs-sap-hana-cloud-2025-10-01) - [Posit Team vs Hex](https://www.g2.com/compare/hex-tech-hex-vs-posit-team) ### 4. [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) By Altair **Average Rating:** 4.6/5 **Total Reviews:** 520 RapidMiner is a powerful, easy to use and intuitive graphical user interface for the design of analytic processes. Let the Wisdom of Crowds and recommendations from the RapidMiner community guide your way. And you can easily reuse your R and Python code. Reviewers say compared to Google Cloud AI Hub, Altair AI Studio is: - Better at support - More usable Categories in common with Google Cloud AI Hub: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Compare:** [Google Cloud AI Hub vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-google-cloud-ai-hub) **Compare Altair AI Studio with other alternatives:** - [Altair AI Studio vs Databricks](https://www.g2.com/compare/rapidminer-studio-vs-databricks) - [Altair AI Studio vs MATLAB](https://www.g2.com/compare/rapidminer-studio-vs-matlab) - [Altair AI Studio vs Posit Team](https://www.g2.com/compare/rapidminer-studio-vs-posit-team) - [Altair AI Studio vs Domo](https://www.g2.com/compare/rapidminer-studio-vs-domo) - [Altair AI Studio vs Alteryx](https://www.g2.com/compare/rapidminer-studio-vs-alteryx) - [Altair AI Studio vs SAS Viya](https://www.g2.com/compare/rapidminer-studio-vs-sas-sas-viya) - [Altair AI Studio vs Snowflake](https://www.g2.com/compare/rapidminer-studio-vs-snowflake) - [Altair AI Studio vs SAP HANA Cloud](https://www.g2.com/compare/rapidminer-studio-vs-sap-hana-cloud-2025-10-01) - [Altair AI Studio vs Hex](https://www.g2.com/compare/rapidminer-studio-vs-hex-tech-hex) ### 5. [Domo](https://www.g2.com/products/domo/reviews) By Domo **Average Rating:** 4.3/5 **Total Reviews:** 1,014 Domo is a cloud-native data experience platform that empowers organizations to connect, visualize, and analyze data from diverse sources in real-time. Designed for both technical and non-technical users, Domo facilitates data-driven decision-making across all levels of an organization by providing intuitive dashboards, AI-powered insights, and customizable visualizations. Its scalable architecture ensures seamless integration with existing cloud and on-premise systems, enabling businesses to optimize processes and drive actionable outcomes efficiently. Key Features and Functionality: - Data Integration: Connects with over 1,000 pre-built connectors, allowing seamless access to various data systems, including CRM, ERP, and cloud databases. - Business Intelligence & Analytics: Offers intuitive tools for creating dynamic dashboards, reports, and visualizations, making complex analytics accessible to all teams. - AI and Predictive Insights: Leverages machine learning capabilities to provide predictive analytics and actionable recommendations based on real-time data. - App Creation: Enables the development of custom, low-code, and pro-code business applications that automate processes and streamline decision-making. - Security & Governance: Provides robust data governance tools, including personalized data permissions, custom user roles, and compliance with standards like GDPR and HIPAA. Primary Value and Solutions: Domo addresses the challenge of fragmented data by unifying information from multiple sources into a single platform, enabling organizations to gain comprehensive insights and make informed decisions swiftly. Its user-friendly interface democratizes data access, allowing teams to collaborate effectively using real-time information. By integrating AI-powered analytics and customizable applications, Domo helps businesses optimize operations, identify trends, and drive growth, all while maintaining stringent security and governance standards. Reviewers say compared to Google Cloud AI Hub, Domo is: - Better at support Categories in common with Google Cloud AI Hub: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Compare:** [Google Cloud AI Hub vs Domo](https://www.g2.com/compare/domo-vs-google-cloud-ai-hub) **Compare Domo with other alternatives:** - [Domo vs Databricks](https://www.g2.com/compare/databricks-vs-domo) - [Domo vs MATLAB](https://www.g2.com/compare/domo-vs-matlab) - [Domo vs Posit Team](https://www.g2.com/compare/domo-vs-posit-team) - [Domo vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-domo) - [Domo vs Alteryx](https://www.g2.com/compare/alteryx-vs-domo) - [Domo vs SAS Viya](https://www.g2.com/compare/domo-vs-sas-sas-viya) - [Domo vs Snowflake](https://www.g2.com/compare/domo-vs-snowflake) - [Domo vs SAP HANA Cloud](https://www.g2.com/compare/domo-vs-sap-hana-cloud-2025-10-01) - [Domo vs Hex](https://www.g2.com/compare/domo-vs-hex-tech-hex) ### 6. [Alteryx](https://www.g2.com/products/alteryx/reviews) By Alteryx **Average Rating:** 4.6/5 **Total Reviews:** 859 Alteryx drives transformational business outcomes through unified analytics, data science, and process automation. Reviewers say compared to Google Cloud AI Hub, Alteryx is: - Better at support - More usable Categories in common with Google Cloud AI Hub: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Compare:** [Google Cloud AI Hub vs Alteryx](https://www.g2.com/compare/alteryx-vs-google-cloud-ai-hub) **Compare Alteryx with other alternatives:** - [Alteryx vs Databricks](https://www.g2.com/compare/alteryx-vs-databricks) - [Alteryx vs MATLAB](https://www.g2.com/compare/alteryx-vs-matlab) - [Alteryx vs Posit Team](https://www.g2.com/compare/alteryx-vs-posit-team) - [Alteryx vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-alteryx) - [Alteryx vs Domo](https://www.g2.com/compare/alteryx-vs-domo) - [Alteryx vs SAS Viya](https://www.g2.com/compare/alteryx-vs-sas-sas-viya) - [Alteryx vs Snowflake](https://www.g2.com/compare/alteryx-vs-snowflake) - [Alteryx vs SAP HANA Cloud](https://www.g2.com/compare/alteryx-vs-sap-hana-cloud-2025-10-01) - [Alteryx vs Hex](https://www.g2.com/compare/alteryx-vs-hex-tech-hex) ### 7. [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) By SAS Institute Inc. **Average Rating:** 4.3/5 **Total Reviews:** 801 As a cloud-native AI, analytics and data management platform, SAS Viya enables you to scale cost-effectively, increase productivity and innovate faster, backed by trust and transparency. SAS Viya makes it possible to integrate teams and technology enabling all users to work together successfully to turn critical questions into accurate decisions. Reviewers say compared to Google Cloud AI Hub, SAS Viya is: - Better at support Categories in common with Google Cloud AI Hub: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Compare:** [Google Cloud AI Hub vs SAS Viya](https://www.g2.com/compare/google-cloud-ai-hub-vs-sas-sas-viya) **Compare SAS Viya with other alternatives:** - [SAS Viya vs Databricks](https://www.g2.com/compare/databricks-vs-sas-sas-viya) - [SAS Viya vs MATLAB](https://www.g2.com/compare/matlab-vs-sas-sas-viya) - [SAS Viya vs Posit Team](https://www.g2.com/compare/posit-team-vs-sas-sas-viya) - [SAS Viya vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-sas-sas-viya) - [SAS Viya vs Domo](https://www.g2.com/compare/domo-vs-sas-sas-viya) - [SAS Viya vs Alteryx](https://www.g2.com/compare/alteryx-vs-sas-sas-viya) - [SAS Viya vs Snowflake](https://www.g2.com/compare/sas-sas-viya-vs-snowflake) - [SAS Viya vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-sas-sas-viya) - [SAS Viya vs Hex](https://www.g2.com/compare/hex-tech-hex-vs-sas-sas-viya) ### 8. [Snowflake](https://www.g2.com/products/snowflake/reviews) By Snowflake, Inc. **Average Rating:** 4.5/5 **Total Reviews:** 756 Snowflake’s platform eliminates data silos and simplifies architectures, so organizations can get more value from their data. The platform is designed as a single, unified product with automations that reduce complexity and help ensure everything “just works”. To support a wide range of workloads, it’s optimized for performance at scale no matter whether someone’s working with SQL, Python, or other languages. And it’s globally connected so organizations can securely access the most relevant content across clouds and regions, with one consistent experience. Reviewers say compared to Google Cloud AI Hub, Snowflake is: - Better at support - More usable - Better at meeting requirements Categories in common with Google Cloud AI Hub: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Compare:** [Google Cloud AI Hub vs Snowflake](https://www.g2.com/compare/google-cloud-ai-hub-vs-snowflake) **Compare Snowflake with other alternatives:** - [Snowflake vs Databricks](https://www.g2.com/compare/databricks-vs-snowflake) - [Snowflake vs MATLAB](https://www.g2.com/compare/matlab-vs-snowflake) - [Snowflake vs Posit Team](https://www.g2.com/compare/posit-team-vs-snowflake) - [Snowflake vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-snowflake) - [Snowflake vs Domo](https://www.g2.com/compare/domo-vs-snowflake) - [Snowflake vs Alteryx](https://www.g2.com/compare/alteryx-vs-snowflake) - [Snowflake vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-snowflake) - [Snowflake vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-snowflake) - [Snowflake vs Hex](https://www.g2.com/compare/hex-tech-hex-vs-snowflake) ### 9. [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) By SAP **Average Rating:** 4.3/5 **Total Reviews:** 621 SAP HANA Cloud is the cloud-native data foundation of SAP Business Technology Platform, it stores, processes and analyzes data in real time at petabyte scale and converges multiple data types in a single system while managing it more efficiently with integrated multitier storage. Reviewers say compared to Google Cloud AI Hub, SAP HANA Cloud is: - Better at support Categories in common with Google Cloud AI Hub: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Compare:** [Google Cloud AI Hub vs SAP HANA Cloud](https://www.g2.com/compare/google-cloud-ai-hub-vs-sap-hana-cloud-2025-10-01) **Compare SAP HANA Cloud with other alternatives:** - [SAP HANA Cloud vs Databricks](https://www.g2.com/compare/databricks-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs MATLAB](https://www.g2.com/compare/matlab-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Posit Team](https://www.g2.com/compare/posit-team-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Domo](https://www.g2.com/compare/domo-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Alteryx](https://www.g2.com/compare/alteryx-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs SAS Viya](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-sas-sas-viya) - [SAP HANA Cloud vs Snowflake](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-snowflake) - [SAP HANA Cloud vs Hex](https://www.g2.com/compare/hex-tech-hex-vs-sap-hana-cloud-2025-10-01) ### 10. [Hex](https://www.g2.com/products/hex-tech-hex/reviews) By Hex Tech **Average Rating:** 4.5/5 **Total Reviews:** 400 Hex is a platform for collaborative analytics and data science. It combines code notebooks, data apps, and knowledge management, making it easy to use data and share the results. Reviewers say compared to Google Cloud AI Hub, Hex is: - Better at support - More usable Categories in common with Google Cloud AI Hub: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Compare:** [Google Cloud AI Hub vs Hex](https://www.g2.com/compare/google-cloud-ai-hub-vs-hex-tech-hex) **Compare Hex with other alternatives:** - [Hex vs Databricks](https://www.g2.com/compare/databricks-vs-hex-tech-hex) - [Hex vs MATLAB](https://www.g2.com/compare/hex-tech-hex-vs-matlab) - [Hex vs Posit Team](https://www.g2.com/compare/hex-tech-hex-vs-posit-team) - [Hex vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-hex-tech-hex) - [Hex vs Domo](https://www.g2.com/compare/domo-vs-hex-tech-hex) - [Hex vs Alteryx](https://www.g2.com/compare/alteryx-vs-hex-tech-hex) - [Hex vs SAS Viya](https://www.g2.com/compare/hex-tech-hex-vs-sas-sas-viya) - [Hex vs Snowflake](https://www.g2.com/compare/hex-tech-hex-vs-snowflake) - [Hex vs SAP HANA Cloud](https://www.g2.com/compare/hex-tech-hex-vs-sap-hana-cloud-2025-10-01) ## Explore Articles - [Which project management app is rated highest by medium businesses](https://www.g2.com/discussions/which-project-management-app-is-rated-highest-by-medium-businesses) - [Which APM software do big software companies prefer](https://www.g2.com/discussions/which-apm-software-do-big-software-companies-prefer) - [Top tools for automating build and test processes](https://www.g2.com/discussions/top-tools-for-automating-build-and-test-processes) - [Popular operational risk platforms for technology firms](https://www.g2.com/discussions/what-are-the-popular-operational-risk-platforms-for-technology-firms) - [Recommended bot platforms for ecommerce websites](https://www.g2.com/discussions/recommended-bot-platforms-for-ecommerce-websites) - [Best billing platforms for subscription-based companies](https://www.g2.com/discussions/best-billing-platforms-for-subscription-based-companies) ## Spotlight Categories - [Talent Assessment Software](https://www.g2.com/categories/talent-assessment-software) - [Video Editing Software](https://www.g2.com/categories/video-editing) - [HCM Software](https://www.g2.com/categories/hcm-software)