# Cube Cloud Software Pricing, Alternatives & More 2026 | Capterra > With the help of Capterra, learn about Cube Cloud Software - reviews, pricing plans, popular comparisons to other Data Governance products and more. Source: https://www.capterra.com/p/10012209/Cube-Cloud --- # Cube Cloud Software Review 2026: Features, Integrations, Pros & Cons Last updated on April 21, 2026 Provider data verified by our Software Research team, and reviews moderated by our Reviews Verification team. 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/) [Description](#description)[Use cases](#use-cases)[Alternatives](#alternatives)[Features](#features)[Pricing](#pricing)[Integrations](#integrations)[Support](#support)[Reviews](#reviews) Cube Cloud ## What is Cube Cloud? Cube is the semantic layer data engineers use to connect data silos, create consistent metrics, and deliver them BI tools, customer-facing analytics, LLMs, and AI agents. Enterprise-ready features of Cube Cloud include APIs to support integrations with any backend data source and front-end data apps like - Looker, Power BI, Tableau& other BI tools - along with developer tools, observability, security, and compliance that make it easy to quickly monitor, deploy, and use Cube across your company. ## What is Cube Cloud used for? [Data Analysis](https://www.capterra.com/data-analysis-software/)[Embedded Analytics](https://www.capterra.com/embedded-analytics-software/)[Business Intelligence](https://www.capterra.com/business-intelligence-software/) Top alternative Featured Overall rating Based on 13 user reviews Reviews sentiment Positive \- Neutral \- Negative \- Starting price $40 Per User, Per Month 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 Cube Cloud?[Manage this product listing](https://digitalmarkets.gartner.com/get-listed/claim-bx?url=https://cube.dev/&name=Cube Cloud) ## 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. ### Cube Cloud 4.5 (13) VS. [4.5 (388)](https://www.capterra.com/p/109731/Minitab-Statistical-Software/reviews/) Starting Price $40 Other Starting Price $1851 Flat Rate, Per Year Free Trial Free Version Pricing Options Free Trial Free Version Ease Of Use 4.2 (13) Ease Of Use 4.2 (388) Value For Money 4.2 (12) Value For Money 4.2 (294) Customer Service 4.5 (13) Customer Service 4.2 (282) ## Cube Cloud alternatives [4.4 (360)](https://www.capterra.com/p/129749/Zoho-Analytics/reviews/) Starting price $30.00 Per User, Per Month Pricing Options Free Trial Free Version User Rating 91% of reviewers rated it above 4 stars Highest Rated [4.7 (84)](https://www.capterra.com/p/10012559/EngineRoom/reviews/) Starting price $495.00 Per User, Per Month Pricing Options Free Trial Free Version User Rating 96% of reviewers rated it above 4 stars [4.4 (12)](https://www.capterra.com/p/10004983/SAS-Viya/#reviews) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 92% of reviewers rated it above 4 stars [4.3 (330)](https://www.capterra.com/p/119119/Domo/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 85% of reviewers rated it above 4 stars [View all alternatives](https://www.capterra.com/p/10012209/Cube-Cloud/alternatives/) ## Features Features with the highest number of reviews are displayed first. Those that have no reviews appear next, sorted alphabetically. Data Connectors 4.0 (9) 88.89% of 9 reviewers that rated this feature as important or highly important Connect to big data sources Query Builder 4.9 (8) 87.50% of 8 reviewers that rated this feature as important or highly important Tool that allows users to create and execute database queries without needing to know the underlying syntax of the database API 4.7 (7) 85.71% of 7 reviewers that rated this feature as important or highly important Application programming interface that allows for integration with other systems/databases Multiple Data Sources 4.2 (6) 66.67% of 6 reviewers that rated this feature as important or highly important Allows users to manage data from a number of sources Data Discovery 4.4 (5) 80.00% of 5 reviewers that rated this feature as important or highly important Discover and connect variety of data sources to the application for analysis Secure Data Storage 4.6 (5) 80.00% of 5 reviewers that rated this feature as important or highly important Securely stores data to prevent data loss or breaches Cube Cloud 16 features Define levels of authorization for access to specific files or systems Application programming interface that allows for integration with other systems/databases Track and manage adherence to policies for any service, product, process, or supplier Connect to big data sources Discover and connect variety of data sources to the application for analysis Track the management and flow of data throughout the organization Examines, analyzes, and organizes data to create relevant summaries or graphs. Protect sensitive data for digital privacy Compliant with HIPAA, which sets standards for sensitive patient data protection Collect and maintain structured information that describes data or content Allows users to manage data from a number of sources Tool that allows users to create and execute database queries without needing to know the underlying syntax of the database Set & manage permission levels based on user roles and restrict access to only authorized individuals Securely stores data to prevent data loss or breaches Set up connections to third-party platforms to improve business processes Manage user accounts, profiles, roles, permissions, and other details across applications, devices or networks Get Advice We can help you find the software with the features you need. Features 4.5 (13) 4.5 Based on 13 reviews ## Pricing Value for money 4.2 (12) Free Trial Free Version Free $0.00 It includes: - Connect any data source - Model in semantic layer IDE - Explore data in workbooks - Publish workbooks as dashboards - Semantic model agent - Workbooks and dashboards agent - Analytics chat Starter $40.00 Per User,Per Month It includes: - Extended limits on agents - Use premium LLMs - Unlimited workbooks - Extended query limit - Production deployment compute - Cube Store caching - Semantic Layer Sync - Observability & high-availability Premium $80.00 Per User,Per Month It includes: - Explorer role - Viewer role - Embedded dashboards - Embedded analytics chat - Unlimited queries - 99.950% Uptime SLA - Custom Domains - Multi-cluster Deployment - Performance Insights Value for money 4.2 (12) 4.2 Based on 12 reviews ## Integrations [ Tableau](https://www.capterra.com/p/208764/Tableau/)[ MySQL](https://www.capterra.com/p/11482/MySQL/)[ Microsoft Power BI](https://www.capterra.com/p/176586/Power-BI/)[ MongoDB](https://www.capterra.com/p/127374/MongoDB/)[ PostgreSQL](https://www.capterra.com/p/48791/PostgreSQL/)[ Snowflake](https://www.capterra.com/p/148267/Snowflake/)[ The Jupyter Notebook](https://www.capterra.com/p/234967/The-Jupyter-Notebook/)[ Metabase](https://www.capterra.com/p/176651/Metabase/) 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 4.5 (13) 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 4.5 (13) 4.5 Based on 13 reviews ## User reviews Overall rating 4.5 Based on 13 reviews Filter by rating 5(8) 4(4) 3(1) 2(0) 1(0) Mentioned topic Sorted by most recent AC Antonio C. Head of Data Information Services ### "Most powerful and promising semantic layer platform" 4.0 Overall Rating 4.0 4.0 Ease of Use 3.0 3.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 9/10 November 11, 2024 Overall, I am very satisfied with Cube Cloud. Pros Cube Cloud is the best open-source semantic layer platform for for multiple usecases including Embedded Analytics, OLAP and AI. Cons The learning curve can be quite steep and the product is still evolving, making it challenging to stay on top of new and changing functionalities Alternatives considered [dbt](https://www.capterra.com/p/276601/Transform/) Reasons for choosing Cube Cloud Cube Cloud is a more mature and open platform. 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. KJ Kareem J. Chief Technology Officer Consumer Services ### "Great way to reveal dashboard data" 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 October 16, 2024 Our experience with Cube Cloud has been fantastic! It's really streamlined our analytics workflow by providing a centralized semantic layer that ensures consistent data and metrics across all our BI and data tools. With Cube Cloud, we were able to get up and running incredibly fast thanks to the fully managed cloud deployment. This saved us tons of time and effort compared to managing infrastructure ourselves. The developer collaboration features have been game-changing for our team. We can build and iterate on data models so much faster and easier now that everything is in one place and we're all working from the same playbook. The productivity gains have been substantial. Having the semantic layer as that central point of truth for definitions and logic has been a huge benefit. We no longer have to worry about different tools or business units using slightly different metrics or calculations. Cube Cloud keeps everything standardized, so we can have full confidence in the numbers. Security and compliance are always top of mind for us, so we love that Cube Cloud has us covered there with all the key certifications and controls. It's one less thing to stress about. We've been able to build some great analytics solutions with Cube Cloud, like the dashboards and customer-facing data exports cheddarup mentioned. The platform has been robust and flexible enough to handle all our use cases. Overall, Cube Cloud has exceeded our expectations. It's made managing our data and analytics so much simpler and more efficient. We're really happy with the experience and the impact it's had for our team and stakeholders. Pros \- Fully managed hosting enables fast deployment - Developer collaboration tools simplify building and maintaining data models - Strong security, observability and compliance features - Serves as a centralized semantic layer for consistent data and metrics across BI and analytics tools Cons \- Pricing and cost considerations aren't clear before using the product - As a cloud service, data must be moved to or exposed to Cube Cloud which may present data governance challenges for some organizations 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. KN Kelvin Nguyen L. Software Engineer Computer Software ### "Saves time from self-hosting" 5.0 Overall Rating 5.0 5.0 Ease of Use 4.0 4.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 8/10 September 15, 2024 Pros Easy to navigate interface, little maintenance for Infra team. Cons Lack of documentation of how to do things or how to best do things. 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. CI Christopher I. Data Analyst Construction ### "Cube Cloud Review" 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 August 30, 2024 Overall is an excellent product that is meeting and exceeding our needs. The UI is simple and straightforward which makes training new users easy. Pros Ease of use from set up to deploying simple cubes and querying against them. Ability to use SQL throughout to handle complicated use cases Pre aggregation management is streamlined and straightforward Cons Occasional unpredictable and unexplainable delays in query times. Occasional difficulty getting queries to use pre aggregations 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. OM Obadah M. Senior Data Analytics Engineer Human Resources ### "Semantic Layer POC" 3.0 Overall Rating 3.0 3.0 Ease of Use 2.0 2.0 Features 2.0 2.0 Customer Service 2.0 2.0 Likelihood to Recommend 1/10 July 12, 2024 Pros \- Playground Area - Easy Connection with Preset Cons \- Complex from the perspective that you need a middle database to connect with Preset - Not sure if its possible but having another repo for the semantic layer so we keep two different sources for the YAML files is not ideal. - Very expensive compared to other products like MetricFlow 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. Response from Vendor July 19, 2024 Hello Obadah, We are sorry that you did not value in Cube. We enjoyed talking to you during your POC Process. Please keep us in mind, as our product is maturing and updates and new features are added regularly. VK Vandit K. Data Engineer Information Technology and Services ### "Experience" 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 May 31, 2024 Pros User Friendly Easy to use and learn Less expensive Cons Nothing 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. Response from Vendor June 6, 2024 Hello, and thank you for your continued support of Cube and this great review. AU Anonymous User Data Engineer Computer Software ### "Little use opinion." 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 8/10 February 6, 2024 Very useful and understandable, it even made me happy when I started using it, the only thing is that cube cloud UI is working a little slow, don't know if its Cube Cloud or a problem with our way of using it. Pros It is very easy to learn and use, it has a lot of tools, and the testing so we can't messed up the production or even staging of our software is very useful. Cons For now I don't have anything to say, as I say I have very little time using the semantic layer. 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. AU Anonymous User Sr. Software Engineering Information Technology and Services ### "Loved Cube.js" 5.0 Overall Rating 5.0 5.0 Ease of Use 4.0 4.0 Features 4.0 4.0 Customer Service 4.0 4.0 Likelihood to Recommend 9/10 January 29, 2024 Pros One of the biggest advantages of using Cube Cloud is its managed infrastructure, which significantly reduces the time spent on server maintenance and setup, allowing developers to focus more on feature development. It excellently handles scalability, making it ideal for applications that process large datasets and complex queries. Overall, Cube Cloud is a robust and developer-friendly platform, particularly suited for larger or growing applications that need scalability and real-time data analytics Cons Area for improvement is the documentation for Cube.js, which could be more detailed, particularly in handling specific use cases, making it easier for new users to implement solutions effectively 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. VL Vasco L. Data Engineer Financial Services ### "Cube makes Embedding easy" 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 8/10 January 19, 2024 Pros Cube Cloud makes embedding analytics really easy, by adding an abstraction layer that links source tables with an easy-to-use API. At the same time, through caching mechanisms, it guarantees that access is as fast as possible, in the orders of few milliseconds. Support is always available and ready to make a positive impact in deployments. Cons Documentation is tricky to understand and setting up local deployments is not easy for novice users. 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. MF Marcelo F. CIO-CTO Computer Software ### "Ease to use" 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 October 29, 2023 Pros We've been able to introduce analytics to our customers at ease. In a way that we can customize very fast. We've embedded the solution and our clients love the way they see their data. Cons Pricing could be lower. Other than that we don't have. 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. [View all Reviews](https://www.capterra.com/p/10012209/Cube-Cloud/reviews/) ## 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. 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/)