--- title: Alibaba MaxCompute Reviews meta_title: 'Alibaba MaxCompute Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter reviews by the users' company size, role or industry to find out how Alibaba MaxCompute works for a business like yours. aggregate_rating: rating_value: 4.0 review_count: 3 scale: '5' date_modified: '2026-06-24' parent_category: name: Big Data url: https://www.g2.com/categories/big-data --- # Alibaba MaxCompute Reviews **Vendor:** Alibaba **Category:** [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution) **Average Rating:** 4.0/5.0 **Total Reviews:** 3 ## About Alibaba MaxCompute Alibaba MaxCompute (previously known as ODPS) is a general purpose, fully managed, multi-tenancy data processing platform for large-scale data warehousing. MaxCompute supports various data importing solutions and distributed computing models, enabling users to effectively query massive datasets, reduce production costs, and ensure data security ## Alibaba MaxCompute Pros & Cons **What users like:** - Users value the **robust security features** of Alibaba MaxCompute, ensuring data confidentiality and integrity effectively. (1 reviews) - Users appreciate the **cost-effective data storage** of Alibaba MaxCompute, enjoying affordability for large datasets and queries. (1 reviews) - Users appreciate the **scalability for large datasets** of Alibaba MaxCompute, ensuring efficient performance for extensive data processing. (1 reviews) - Users value the **scalability and performance** of Alibaba MaxCompute for efficient processing of massive datasets. (1 reviews) - Users appreciate the **scalability** of MaxCompute, effectively handling massive datasets with impressive performance. (1 reviews) - SQL Support (1 reviews) **What users dislike:** - Users find **debugging issues** challenging in MaxCompute, as the tools could be more user-friendly and comprehensive. (1 reviews) - Users face a **steeper learning curve** when trying to master MaxCompute’s advanced features and tools efficiently. (1 reviews) - Users face challenges with **limited access** due to vendor lock-in and insufficient community support for troubleshooting. (1 reviews) - Users often experience **poor customer support** , making it difficult to resolve issues and maximize product use effectively. (1 reviews) - Users note **limited real-time capabilities** in MaxCompute, making it less suitable for low-latency processing needs. (1 reviews) ## Alibaba MaxCompute Reviews ### 1. Powerful for Big Data, But Consider These Trade-offs **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** November 12, 2024 **What do you like best about Alibaba MaxCompute?** Cost-Effective: Generally considered more affordable than some competitors, particularly for large datasets and complex queries. Pay-as-you-go pricing and storage options provide flexibility and cost control. Scalability and Performance: Designed for massive data processing, MaxCompute handles petabytes of data with good performance, especially for batch processing and analytical queries. Its distributed architecture allows for efficient scaling to meet growing data demands. Security: Robust security features, including data encryption, access control, and auditing, ensure data confidentiality and integrity. Integration with other Alibaba Cloud security services further enhances security posture. SQL Support and Ecosystem: Supports standard SQL, allowing users familiar with SQL to quickly adapt and leverage existing skills. Integration with other Alibaba Cloud services and a growing ecosystem of tools and partners simplifies development and deployment. Data Lake Integration: Seamlessly integrates with other Alibaba Cloud data lake storage solutions, allowing for efficient data ingestion, processing, and analysis within a unified data platform. **What do you dislike about Alibaba MaxCompute?** Steeper Learning Curve: While SQL support helps, fully utilizing MaxCompute's advanced features and optimizations can require a significant investment in learning its specific functionalities and tools. Limited Real-Time Capabilities: Primarily designed for batch processing, MaxCompute's real-time processing capabilities are less mature compared to dedicated stream processing platforms. While improvements are being made, it might not be the ideal choice for real-time analytics or applications requiring low-latency processing. Vendor Lock-in: As a proprietary solution, MaxCompute creates some vendor lock-in. Migrating data and applications to other platforms can be challenging and time-consuming. Community Support: While documentation and official support are available, the community support and readily available resources may not be as extensive as for some open-source alternatives. Debugging and Monitoring: Debugging complex queries and workflows can be challenging. While monitoring tools are provided, their ease of use and comprehensive nature could be improved. **What problems is Alibaba MaxCompute solving and how is that benefiting you?** MaxCompute's SQL support simplifies data processing tasks, allowing analysts and developers to leverage their existing SQL skills. This reduces the need for specialized expertise and accelerates the development of data pipelines and analytical queries ### 2. Data Anaytics feature in Disguise **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Services | Enterprise (> 1000 emp.) **Reviewed Date:** July 29, 2022 **What do you like best about Alibaba MaxCompute?** I like the way it it works. it gives sok **What do you dislike about Alibaba MaxCompute?** Meta data population in maxcompute is the best **What problems is Alibaba MaxCompute solving and how is that benefiting you?** Data information. usually it is very difficult to get to know your data but max compute populate comments right when table is created ### 3. An excellent solution for large scale data storage **Rating:** 5.0/5.0 stars **Reviewed by:** Alexa T. | Senior Software Development Engineer, Computer Software, Mid-Market (51-1000 emp.) **Reviewed Date:** October 21, 2019 **What do you like best about Alibaba MaxCompute?** Alibaba MaxCompute is an excellent solution on a commercial level, since it allows simple and through a highly intuitive and versatile interface to carry out large-scale data processing and this is because it offers different methods so that it is very easy to massively store data and be able to manage it through a single console, as well as to be able to keep them safe by means of constant analysis and monitoring so that the data is not affected by any vulnerability but that they remain stable at all times, it also gives us the option to process the data through different tunnels, whether multiple, historical or those that increase in real time, thus obtaining low latency or importing and exporting data much more frequently and fast and I must mention that this service is also very useful for data migration because unlike others the process reduces it to three months is to say that for those companies that want to migrate their data in the shortest possible time this software is appropriate. **What do you dislike about Alibaba MaxCompute?** I have not had any negative experience with this software because its service is very stable and offers a support team that is available 24 hours a day, 7 days a week, as well as highly qualified consultants who respond very kindly giving a rewarding experience. **Recommendations to others considering Alibaba MaxCompute:** If you require software that gives you real-time data processing and the export and import of data quickly and easily, this software is appropriate, as it allows for easy storage and security of such data. **What problems is Alibaba MaxCompute solving and how is that benefiting you?** MaxCompute helps us to process thousands of data at a business level quickly and safely thanks to the fact that it provides us with the most secure and stable methods so that while vulnerabilities are processed for storage, vulnerabilities do not enter into them. ## Alibaba MaxCompute Discussions - [What is Alibaba MaxCompute used for?](https://www.g2.com/discussions/what-is-alibaba-maxcompute-used-for) - [View Alibaba MaxCompute pricing details and edition comparison](https://www.g2.com/products/alibaba-maxcompute/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-25+02%3A34%3A42+-0500&secure%5Bsession_id%5D=1de77d7e-78fc-42a1-ab7f-610fdaa259ba&secure%5Btoken%5D=45fa286bbb99aa6dc633bbd4feceb95a87404f04ca9d26c8c8b4fc4f500f3d23&format=llm_user) ## Alibaba MaxCompute Features **Database** - Real-Time Data Collection - Data Distribution - Data Lake **Integrations** - Hadoop Integration - Spark Integration **Platform** - Machine Scaling - Data Preparation - Spark Integration **Processing** - Cloud Processing - Workload Processing **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications ## Top Alibaba MaxCompute Alternatives - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) - 4.5/5.0 (1,147 reviews) - [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) - 4.3/5.0 (355 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,284 reviews)