# Best Cloud Management Platforms ## How Many Cloud Management Platforms Products Does G2 Track? **Total Products under this Category:** 190 ### Category Stats (Aug 2026) - **Average Rating:** 4.55/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Control Plane (+8.89%) - Among all products in this category, Control Plane recorded the largest rating increase compared to last month _Last updated: August 01, 2026_ ## How Does G2 Rank Cloud Management Platforms Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 6,700+ Authentic Reviews - 190+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## G2 Grid® for Cloud Management Platforms ![G2 Grid® for Cloud Management Platforms plotting products by satisfaction and market presence](https://www.g2.com/categories/cloud-management-platforms/grids.png?focus%5B%5D=6599&focus%5B%5D=1464&focus%5B%5D=136001&focus%5B%5D=107230&focus%5B%5D=1434713&focus%5B%5D=150881&focus%5B%5D=1308826&focus%5B%5D=39310) Highlighted products: Google Compute Engine, Ubuntu, Cast AI, Flexera One, SAP Business Data Cloud, CloudKeeper, AWS Compute Optimizer, and Rubrik. Underlying data: [Grid® JSON](https://www.g2.com/categories/cloud-management-platforms/grids.json?focus%5B%5D=google-compute-engine&focus%5B%5D=ubuntu&focus%5B%5D=cast-ai&focus%5B%5D=flexera-one&focus%5B%5D=sap-business-data-cloud&focus%5B%5D=cloudkeeper&focus%5B%5D=aws-compute-optimizer&focus%5B%5D=rubrik) **Sponsored** ### Google Compute Engine Compute Engine is Google's infrastructure as a service (IaaS) platform for organizations to create and run cloud-based virtual machines. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=2036&secure%5Bchosen_at%5D=2026-08-01T07%3A27%3A24Z&secure%5Bdisplayable_resource_id%5D=2036&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=2036&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=6599&secure%5Bresource_id%5D=2036&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fcloud-management-platforms%3Fopen_modal_url%3D%252Fproducts%252Fvmware-tanzu-cloudhealth%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fcloud-management-platforms%2526source%253Dcategory&secure%5Btoken%5D=86f11831b1097f7856978405a04874af1b57039c1174461b7d19fcfa0a9352be&secure%5Burl%5D=https%3A%2F%2Fcloud.google.com%2Fspeech-to-text%3Futm_source%3DG2%26utm_medium%3Ddisplay%26utm_campaign%3DCloud-SS-DR-GCP-1713658-GCP-DR-NA-US-en-G2-Display-Banner-All-%2525epid%21-%2525ecid%21-speechtotext%26utm_content%3D%257Bdevice%257D-%257Badgroupid%257D-%257Bnetwork%257D-%257Btargetid%257D-%257Bloc_physical_ms%257D-%257Bcampaignid%257D&secure%5Burl_type%5D=custom_url) ### [Google Compute Engine](https://www.g2.com/es/products/google-compute-engine/reviews) Compute Engine es la plataforma de infraestructura como servicio (IaaS) de Google para que las organizaciones creen y ejecuten máquinas virtuales basadas en la nube. **Average Rating:** 4.5/5.0 **Total Reviews:** 875 #### How Do G2 Users Rate Google Compute Engine? - **Optimización de la nube:** 8.8/10 (Category avg: 9.1/10) - **Orquestación de la nube:** 8.7/10 (Category avg: 8.8/10) - **Calidad del soporte:** 8.4/10 (Category avg: 9.1/10) - **Gestión de recursos en la nube:** 8.7/10 (Category avg: 9.1/10) #### Who Is the Company Behind Google Compute Engine? - **Vendedor:** [Google](https://www.g2.com/es/sellers/google) - **Año de fundación:** 1998 - **Ubicación de la sede:** Mountain View, CA - **Twitter:** @google 31,899,995 seguidores en Twitter - **Página de LinkedIn®:** [www.linkedin.com](https://www.g2.com/es/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fe4a5936665c9702418dd53c477fef5a7baea08078bb117ed67e966fc581b9ec&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1441%2F&secure%5Burl_type%5D=linkedin_company_website) 341,888 empleados en LinkedIn® - **Propiedad:** NASDAQ:GOOG #### Who Uses This Product? - **Who Uses This:** Ingeniero de software, Ingeniero de Datos - **Top Industries:** Tecnología de la información y servicios, Software de Computadora - **Company Size:** 35% Small, 34% Large #### What Do G2 Reviewers Say About Google Compute Engine? _AI-generated summary from verified user reviews_ ##### Pros - Los usuarios aprecian la **facilidad de uso** de Google Compute Engine, lo que permite una rápida provisión de máquinas virtuales y una integración perfecta con los productos de GCP. - A los usuarios les encanta la **escalabilidad** de Google Compute Engine, lo que permite ajustes rápidos de recursos para cargas de trabajo variables. - Los usuarios valoran la **flexibilidad y escalabilidad** de Google Compute Engine, lo que facilita personalizar las máquinas virtuales para diversas necesidades. - Los usuarios admiran la **flexibilidad y escalabilidad** de Google Compute Engine, lo que permite una gestión de recursos en la nube personalizada y eficiente. - Los usuarios aprecian la **escalabilidad y flexibilidad** de Google Compute Engine, lo que permite una provisión rápida y confiable de máquinas virtuales. ##### Cons - Los usuarios tienen dificultades con la **estructura de precios compleja** de Google Compute Engine, lo que lleva a costos inesperados y confusión. - Los usuarios encuentran la **estructura de precios confusa** y potencialmente costosa, especialmente al escalar múltiples instancias sin una supervisión cuidadosa. - Los usuarios encuentran la **gestión de costos** desafiante, señalando confusión sobre los precios y el potencial de aumento rápido de los costos. - Los usuarios encuentran la **empinada curva de aprendizaje** de Google Compute Engine intimidante, especialmente para los principiantes que no están familiarizados con los conceptos de la nube. - Los usuarios encuentran la **estructura de precios compleja** de Google Compute Engine desafiante, lo que a menudo lleva a costos inesperados y confusión. #### What Are Recent G2 Reviews of Google Compute Engine? **["Mi experiencia usando GCE"](https://www.g2.com/es/survey_responses/google-compute-engine-review-11677030)** **Rating:** 5.0/5.0 stars _— ANUJ J._ [Read full review](https://www.g2.com/es/survey_responses/google-compute-engine-review-11677030) **["Configuración fácil, instancias flexibles y gran valor en Google Compute Engine"](https://www.g2.com/es/survey_responses/google-compute-engine-review-12691758)** **Rating:** 5.0/5.0 stars _— Matthew C._ [Read full review](https://www.g2.com/es/survey_responses/google-compute-engine-review-12691758) #### What Are G2 Users Discussing About Google Compute Engine? - [What is Google Compute Engine used for?](https://www.g2.com/es/discussions/what-is-google-compute-engine-used-for) - 2 comments - [¿Qué es una instancia de cómputo?](https://www.g2.com/es/discussions/what-is-a-compute-instance) - 2 comments, 2 upvotes - [¿Es Google Compute Engine PaaS?](https://www.g2.com/es/discussions/is-google-compute-engine-paas) - 1 comment, 1 upvote - [What are the features of Compute Engine?](https://www.g2.com/es/discussions/what-are-the-features-of-compute-engine) - [¿Qué hace Google Compute Engine?](https://www.g2.com/es/discussions/what-does-google-compute-engine-do) - 4 comments, 1 upvote ### [Ubuntu](https://www.g2.com/products/ubuntu/reviews) Ubuntu is the Linux OS that’s made for everyone. Harness the freedom and creativity of open source, from laptops and workstations to servers and IoT devices Published by Canonical, Ubuntu brings you the best of open source, backed by enterprise-grade assurance. Ubuntu delivers a unified and stable experience. Ubuntu serves as an interoperable platform, from the desktop to the edge. Wherever you innovate, you can expect high-performance and the same rich tooling ecosystem. Through community and partnership, we ensure that Ubuntu is always at the cutting-edge. Open source contributors work to ensure that the latest applications, tools and libraries have a home in the Ubuntu ecosystem. Our hardware partners, such as Dell, Lenovo, HP, IBM and NVIDIA, work with us to certify Ubuntu out-of-the-box on the latest boards, devices and chipsets, through a series of over 500 OS compatibility tests per device. When the time comes to scale up, Ubuntu provides integrations to make device governance manageable. Enforce strict identity management protocols with support for Microsoft Active Directory, Entra ID and Google Cloud platform, through Ubuntu’s AuthD broker. Ubuntu’s regular release cadence empowers you to plan ahead with confidence. Across your stack, Ubuntu LTS (long-term support) releases receive 5 years of patching and maintenance as standard. Additional enterprise-grade support is delivered through Ubuntu Pro - Canonical’s comprehensive subscription for open source security. Ubuntu Pro expands security patching and maintenance for up to 12 years and includes tooling for hardening and compliance, enabling you to stay ahead of CVEs, minimize downtime and meet your regulatory requirements. This includes support for frameworks such as FIPS, DISA STIG, NIST and the Cyber Resilience Act. **Average Rating:** 4.5/5.0 **Total Reviews:** 2,345 #### How Do G2 Users Rate Ubuntu? - **Cloud Optimization:** 8.7/10 (Category avg: 9.1/10) - **Cloud Orchestration:** 8.7/10 (Category avg: 8.8/10) - **Quality of Support:** 8.3/10 (Category avg: 9.1/10) - **Cloud Resource Management:** 8.7/10 (Category avg: 9.1/10) #### Who Is the Company Behind Ubuntu? - **Seller:** [Canonical Ltd.](https://www.g2.com/sellers/canonical-ltd) - **Year Founded:** 2004 - **HQ Location:** London - **Twitter:** @Canonical 110,908 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=419861f6764fedcacb9a4344b6bea5b7dd0444fa65efaee135828d209953f258&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F234280%2F&secure%5Burl_type%5D=linkedin_company_website) 1,974 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 47% Small, 33% Medium #### What Do G2 Reviewers Say About Ubuntu? _AI-generated summary from verified user reviews_ ##### Pros - Users find Ubuntu incredibly **easy to use** , benefiting from seamless integration and excellent community support. - Users appreciate the **reliability and speed** of Ubuntu, making it a solid choice for development and server work. - Users love Ubuntu's **open source flexibility** , allowing easy customization and access to a wide range of services. - Users enjoy Ubuntu's **user-friendly interface** , appreciated for its stability, extensive software ecosystem, and ease of use. - Users highlight Ubuntu's **user-friendly interface** , making it accessible and ideal for newcomers to Linux. ##### Cons - Users often face **compatibility issues** with applications, limiting functionality and causing frustration with software availability. - Users experience **driver issues** with gaming and hardware, often requiring extra effort for proper functionality in Ubuntu. - Users express frustration with the **limited software availability** on Ubuntu, hindering their productivity and experience. - Users find the **usage difficulty** of Ubuntu challenging, especially when transitioning from Windows and dealing with command lines. - Users report **performance issues** with Ubuntu, including sluggish Snap startup and poor gaming software compatibility. #### What Are Recent G2 Reviews of Ubuntu? **["Stable, Customizable, and Great for Development—Ubuntu Delivers"](https://www.g2.com/survey_responses/ubuntu-review-13137359)** **Rating:** 4.5/5.0 stars _— Muhammed A._ [Read full review](https://www.g2.com/survey_responses/ubuntu-review-13137359) **["Ubuntu: Flexible, free, and perfect for learning programming"](https://www.g2.com/survey_responses/ubuntu-review-13180048)** **Rating:** 5.0/5.0 stars _— Andrey S._ [Read full review](https://www.g2.com/survey_responses/ubuntu-review-13180048) #### What Are G2 Users Discussing About Ubuntu? - [I'm having trouble installing applications on Ubuntu. What are the best practices for a beginner?](https://www.g2.com/discussions/i-m-having-trouble-installing-applications-on-ubuntu-what-are-the-best-practices-for-a-beginner) - 7 comments, 1 upvote - [What is Ubuntu used for?](https://www.g2.com/discussions/what-is-ubuntu-used-for) - 6 comments, 2 upvotes - [What is Ubuntu Desktop used for?](https://www.g2.com/discussions/what-is-ubuntu-desktop-used-for) - 6 comments, 2 upvotes - [What is Bazaar used for?](https://www.g2.com/discussions/what-is-bazaar-used-for) - [What is Ubuntu Core used for?](https://www.g2.com/discussions/what-is-ubuntu-core-used-for) - 2 comments, 1 upvote ### [Cast AI](https://www.g2.com/es/products/cast-ai/reviews) Cast AI es una plataforma de automatización para operar infraestructura nativa de la nube e inteligencia artificial a gran escala. Mantiene las aplicaciones rápidas y estables al optimizar continuamente los sistemas de producción y eliminar las operaciones manuales a medida que los entornos escalan. **Average Rating:** 4.6/5.0 **Total Reviews:** 193 #### How Do G2 Users Rate Cast AI? - **Orquestación de la nube:** 10.0/10 (Category avg: 8.8/10) - **Calidad del soporte:** 9.2/10 (Category avg: 9.1/10) #### Who Is the Company Behind Cast AI? - **Vendedor:** [Cast AI](https://www.g2.com/es/sellers/cast-ai) - **Sitio web de la empresa:** cast.ai - **Año de fundación:** 2019 - **Ubicación de la sede:** Miami, FL - **Twitter:** @cast\_ai 1,826 seguidores en Twitter - **Página de LinkedIn®:** [www.linkedin.com](https://www.g2.com/es/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b990abefe06f5b3a16e017d6d0604856349863351a00b955116637b9661f74ff&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcast-ai&secure%5Burl_type%5D=linkedin_company_website) 340 empleados en LinkedIn® #### Who Uses This Product? - **Who Uses This:** Ingeniero de DevOps, Ingeniero Senior de DevOps - **Top Industries:** Servicios Financieros, Tecnología de la información y servicios - **Company Size:** 42% Medium, 23% Large #### What Do G2 Reviewers Say About Cast AI? _AI-generated summary from verified user reviews_ ##### Pros - Los usuarios valoran las **capacidades de gestión de costos** de CAST AI, reduciendo efectivamente los costos del clúster y evitando interrupciones. - Los usuarios valoran los **beneficios de ahorro de costos** de CAST AI, reduciendo significativamente los gastos en la nube mientras optimizan la gestión de Kubernetes. - Los usuarios valoran la **facilidad de uso** de CAST AI, encontrándolo sencillo de configurar y operar eficazmente. - Los usuarios destacan la **significativa reducción de costos** lograda con CAST AI a través de la optimización autónoma y la gestión inteligente de recursos. - Los usuarios valoran la **rentabilidad** de CAST AI para gestionar clústeres y optimizar gastos sin esfuerzo. ##### Cons - Los usuarios enfrentan **problemas de escalado** con CAST AI al manejar cargas de trabajo irregulares, lo que afecta el rendimiento y la gestión del presupuesto. - Los usuarios encuentran el **precio alto** , especialmente para clústeres pequeños, a pesar de que la herramienta se paga por sí misma inicialmente. - Los usuarios enfrentan una **curva de aprendizaje sustancial** con las funciones avanzadas, requiriendo tiempo para entender y utilizar eficazmente. - Los usuarios informan de **una documentación deficiente** que lleva a confusión e información contradictoria por parte del soporte, complicando su experiencia. - Los usuarios encuentran **problemas de precios** con CAST AI, destacando la necesidad de mejorar la claridad y transparencia en los informes de costos. #### What Are Recent G2 Reviews of Cast AI? **["Una plataforma poderosa para reducir los costos de la nube de Kubernetes"](https://www.g2.com/es/survey_responses/cast-ai-review-13181004)** **Rating:** 4.0/5.0 stars _— Jeni J._ [Read full review](https://www.g2.com/es/survey_responses/cast-ai-review-13181004) **["Autoscaling de Kubernetes "Configurar y Olvidar" con Grandes Ahorros en Costos de Nube"](https://www.g2.com/es/survey_responses/cast-ai-review-13181645)** **Rating:** 4.0/5.0 stars _— Arjun D._ [Read full review](https://www.g2.com/es/survey_responses/cast-ai-review-13181645) #### What Are G2 Users Discussing About Cast AI? - [¿Para qué se utiliza CAST AI?](https://www.g2.com/es/discussions/what-is-cast-ai-used-for) - 1 comment, 1 upvote ### [Flexera One](https://www.g2.com/products/flexera-one/reviews) Flexera One is a SaaS-based IT management solution designed with and for organizations like yours with highly complex hybrid environments. With Flexera One, you can visualize your entire estate and make data-driven decisions from on-premise to SaaS to the cloud. IT Visibility Flexera One’s IT Visibility solution delivers the most comprehensive and clear view of your IT estate. Discovery and normalization—gain consistent, reliable data and take control of assets to draw valuable insights across software, hardware, SaaS and cloud. Data enrichment—enhance your IT inventory data with market intelligence that improves your decision-making abilities, via Technopedia—the largest and most trusted IT asset information source in the world. Unified data visualization—simplify the view of your environment with clear understanding and analytic that provide context for business initiatives spanning your entire IT estate. IT Asset Management Flexera One’s IT asset management (ITAM) starts with knowing what you have in your IT ecosystem—across hardware, software, SaaS, cloud, containers, clusters and virtual technologies. Optimized for today’s digital business, find the evidence required to determine license consumption, such as IBM sub-capacity requirements. Software asset management— Flexera One is the only SAM solution to solve the exponentiality of licensing with depth, breadth, algorithms and automation required to truly create a trusted and accurate license position. Hardware asset management— manage the hardware you own or lease, no matter where it is. Make critical hardware lifecycle decisions to support user productivity, business continuity and make the most of your hardware investments. SaaS management— get a current and complete picture of SaaS usage to support your business stakeholders while optimizing SaaS spend with all your vendors. Take action by discovering shadow SaaS, removing redundant applications and optimizing subscriptions based on actual usage automatically. Software request and reharvest— proactively reduce the sprawl and provide end users with a catalog of approved software, SaaS and cloud instances–helping you get them within guard rails while enabling the business to be agile and innovative. Reclaim unused technology to avoid future costs. Integrate with ITSM providers so you can meet users where they are and provide a seamless end-user experience. Cloud Cost Optimization Flexera One offers a unique approach to cloud cost optimization that enables cloud governance teams to work collaboratively with business units and cloud resource owners to optimize spend. With Flexera One, you get a comprehensive set of cloud cost optimization capabilities designed to easily reduce costs across your entire cloud environment. Cloud Cost Management— Get visibility into cloud usage and costs for all your cloud accounts. You can evaluate and report on your most cost-effective regions and instance sizes, and dive deep into public and private cloud costs by application, category, business unit, cost center, department or team. You also can allocate costs for chargeback and showback with complete backup and justification. Cloud Governance— Flexera One offers a powerful policies engine that enables your cloud governance teams to manage and control hybrid cloud use with out-of-the-box and custom policies to automate governance of costs, operations, security and compliance. Cloud Migration and Modernization Successful IT modernization requires proper analysis, prioritization and planning. Flexera One’s Cloud Migration and Modernization provides the actionable intelligence you need to optimize your cloud modernization and migration—no matter where you are on your cloud journey. Cloud Migration Planning— Flexera one gives you the actionable intelligence needed to optimize your on-premises to cloud migration journey from start to finish with full context visibility into business services. Cloud Cost Assessment — Flexera One provides comprehensive workload assessments to show you which cloud type, provider, custom instance choice, buying type and resource provisioning are best for your workload, budget and performance requirements—all to optimize your cloud cost savings. Workload Placement — Cloud migration and modernization provides comprehensive workload assessments for full visibility into your current workloads, so you can prioritize and identify which providers are best for your performance requirements to ensure successful migration of workloads to the cloud. **Average Rating:** 4.3/5.0 **Total Reviews:** 135 #### How Do G2 Users Rate Flexera One? - **Cloud Optimization:** 8.2/10 (Category avg: 9.1/10) - **Cloud Orchestration:** 8.1/10 (Category avg: 8.8/10) - **Quality of Support:** 8.2/10 (Category avg: 9.1/10) - **Cloud Resource Management:** 8.2/10 (Category avg: 9.1/10) #### Who Is the Company Behind Flexera One? - **Seller:** [Flexera](https://www.g2.com/sellers/flexera) - **Year Founded:** 2008 - **HQ Location:** Itasca, IL - **Twitter:** @flexera 4,737 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=061b4bebab3b28d42c84dd8c9c96f7703eae865b254ca28367a87bf1b7fe4516&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F574962%2F&secure%5Burl_type%5D=linkedin_company_website) 2,072 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Analyst, Consultant - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 71% Large, 21% Medium #### What Do G2 Reviewers Say About Flexera One? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **ease of use** of Flexera One, thanks to its intuitive interface and streamlined functionality. - Users value the **unified dashboard** of Flexera One, which simplifies management of on-premises and cloud environments. - Users value the **easy integration** with multiple systems, enhancing data visibility and workflow across IT environments. - Users appreciate the **high product quality** of Flexera One, noting its user-friendly design and seamless integrations. - Users value the **unified visibility** of Flexera One, simplifying IT management across software, hardware, and cloud assets. ##### Cons - Users face a **steep learning curve** with Flexera One due to its complex setup and initial implementation challenges. - Users find the **difficult learning curve** of Flexera One challenging, especially with advanced features and initial onboarding. - Users find the **learning curve steep** , with an overwhelming UI and complex onboarding that requires improvements. - Users face a **complex setup** process, requiring significant resources and technical expertise for effective implementation. - Users often face a **difficult setup** due to complex implementation and integration with existing systems. #### What Are Recent G2 Reviews of Flexera One? **["Centralized IT Asset Management with Strong Integrations and Compliance Reporting"](https://www.g2.com/survey_responses/flexera-one-review-13168371)** **Rating:** 4.5/5.0 stars _— Harish A._ [Read full review](https://www.g2.com/survey_responses/flexera-one-review-13168371) **["Flexera One Review: Helpful for IT Spend and Compliance"](https://www.g2.com/survey_responses/flexera-one-review-13148953)** **Rating:** 4.5/5.0 stars _— PALEPU M._ [Read full review](https://www.g2.com/survey_responses/flexera-one-review-13148953) ### [SAP Business Data Cloud](https://www.g2.com/products/sap-business-data-cloud/reviews) SAP Business Data Cloud is a fully managed software-as-a-service (SaaS) solution that unifies and governs SAP data and connects with third-party data. As an evolution of the company's data, planning, and analytics solutions, SAP Business Data Cloud brings together SAP Datasphere, SAP Analytics Cloud, and SAP Business Warehouse with a unified experience that delivers insights across all lines of business. In addition, SAP Databricks is natively available in Business Data Cloud - bringing the power of Databricks Data Intelligence Platform capabilities to the product. SAP Business Data Cloud connects data by leveraging business data fabric principles, making it easier to discover, share, govern, and model this data. It includes SAP Databricks as a first-party data service. The platform combines prebuilt applications and data products across all lines of business. It provides fully managed, curated data products across all lines of business and eliminate the costs of data extracts. Users can build on SAP’s curated data products with their domain expertise, and deliver Intelligent Applications through the Business Data Cloud ecosystem. These intelligent applications are adaptive, AI-powered applications that learn from your data, understand business context, and act on your behalf to transform business outcomes. **Average Rating:** 4.2/5.0 **Total Reviews:** 75 #### How Do G2 Users Rate SAP Business Data Cloud? - **Cloud Optimization:** 9.0/10 (Category avg: 9.1/10) - **Cloud Orchestration:** 8.5/10 (Category avg: 8.8/10) - **Quality of Support:** 8.2/10 (Category avg: 9.1/10) - **Cloud Resource Management:** 8.4/10 (Category avg: 9.1/10) #### Who Is the Company Behind SAP Business Data Cloud? - **Seller:** [SAP](https://www.g2.com/sellers/sap) - **Year Founded:** 1972 - **HQ Location:** Walldorf - **Twitter:** @SAP 297,052 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8fd712dbd816fadfc039a60dcf8c1a3d6a48469756075586fa0be3da7e4b74d7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsap%2F&secure%5Burl_type%5D=linkedin_company_website) 141,955 employees on LinkedIn® - **Ownership:** NYSE:SAP #### Who Uses This Product? - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 39% Large, 29% Small #### What Do G2 Reviewers Say About SAP Business Data Cloud? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use** of SAP Business Data Cloud, benefiting from streamlined access to trusted data. - Users value the **seamless data integration** and robust governance of SAP Business Data Cloud, enhancing organizational efficiency. - Users value the **integration capabilities** of SAP Business Data Cloud, effectively unifying data from diverse sources for enhanced efficiency. - Users value the **single, trusted view of data** offered by SAP Business Data Cloud, enhancing efficiency and organization. - Users value the **seamless integration** capabilities of SAP Business Data Cloud, enhancing data management and decision-making efficiency. ##### Cons - Users find the **setup complexity** of SAP Business Data Cloud daunting, especially for hybrid environments and data integration. - Users face a **difficult learning curve** due to the complexity and advanced features of SAP Business Data Cloud. - Users face **integration issues** with SAP Business Data Cloud, making setup and configuration challenging in hybrid environments. - Users highlight the **high costs** associated with SAP Business Data Cloud for large-scale implementations, affecting budget considerations. - Users note a **steep learning curve** , making it challenging for new users to navigate SAP Business Data Cloud effectively. #### What Are Recent G2 Reviews of SAP Business Data Cloud? **["Unify SAP and non-SAP data"](https://www.g2.com/survey_responses/sap-business-data-cloud-review-12851557)** **Rating:** 4.0/5.0 stars _— Maria Francesca I._ [Read full review](https://www.g2.com/survey_responses/sap-business-data-cloud-review-12851557) **["Centralized Data Management with User-Friendly UI"](https://www.g2.com/survey_responses/sap-business-data-cloud-review-12609585)** **Rating:** 4.0/5.0 stars _— Tejas Kumar V._ [Read full review](https://www.g2.com/survey_responses/sap-business-data-cloud-review-12609585) ### [CloudKeeper](https://www.g2.com/products/cloudkeeper/reviews) CloudKeeper is the only outcome-driven AI & Cloud Cost Optimization partner built for fast-scaling cloud organizations. We deliver guaranteed, continuous cost savings across your cloud and AI estate - combining proven FinOps expertise, proprietary optimization platforms, and hands-on execution to drive measurable financial outcomes at scale. With over 15 years of cloud cost optimization experience, CloudKeeper has helped 400+ global companies reduce cloud and AI spend by an average of 20% across AWS, Microsoft Azure, and Google Cloud. Unlike traditional engagement models, we deliver ongoing savings through an outcome-based model - with no upfront costs and no long-term commitments. **Average Rating:** 4.7/5.0 **Total Reviews:** 303 #### How Do G2 Users Rate CloudKeeper? - **Cloud Optimization:** 9.4/10 (Category avg: 9.1/10) - **Cloud Orchestration:** 8.9/10 (Category avg: 8.8/10) - **Quality of Support:** 9.6/10 (Category avg: 9.1/10) - **Cloud Resource Management:** 9.0/10 (Category avg: 9.1/10) #### Who Is the Company Behind CloudKeeper? - **Seller:** [CloudKeeper](https://www.g2.com/sellers/cloudkeeper) - **Company Website:** cloudkeeper.com - **Year Founded:** 2019 - **HQ Location:** Singapore, Singapore - **Twitter:** @cloud\_keeper 125 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d4db14548f834dbbb743c3f563582e3f80468ab59cefa841c1f7d88ff2d0107f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloudkeeper%2F&secure%5Burl_type%5D=linkedin_company_website) 383 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** DevOps Engineer, CTO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 65% Medium, 24% Small #### What Do G2 Reviewers Say About CloudKeeper? _AI-generated summary from verified user reviews_ ##### Pros - Users praise the **responsive customer support** of CloudKeeper, highlighting timely and effective assistance during critical issues. - Users appreciate the **responsive support and expert guidance** from CloudKeeper during security incidents and cost management. - Users appreciate the **collaborative features** of CloudKeeper, facilitating effective cloud cost optimization across teams. - Users appreciate the **cost-saving insights** from CloudKeeper, significantly reducing cloud expenses and enhancing budget control. - Users value the **detailed insights** from CloudKeeper, optimizing costs and enhancing budget management effortlessly. ##### Cons - Users note the **missing features** like tagging resources and APIs, limiting customization and automation capabilities. - Users face **complexity in implementation** , making integration challenging and actions slower due to reliance on internal adjustments. - Users find **AWS limitations** with CloudKeeper restrict flexibility and complicate management of their AWS environment. - Users note that **cost management insights** in CloudKeeper are unclear, leading to delayed expense tracking and inefficiencies. - Users find the **difficult setup** process in CloudKeeper challenging, particularly with custom views and integrations. #### What Are Recent G2 Reviews of CloudKeeper? **["Review"](https://www.g2.com/survey_responses/cloudkeeper-review-8446752)** **Rating:** 4.5/5.0 stars _— Dhirendra K._ [Read full review](https://www.g2.com/survey_responses/cloudkeeper-review-8446752) **["Excellent Cloud Visibility and Cost Control Made Easy"](https://www.g2.com/survey_responses/cloudkeeper-review-12980640)** **Rating:** 4.5/5.0 stars _— Sachin B._ [Read full review](https://www.g2.com/survey_responses/cloudkeeper-review-12980640) #### What Are G2 Users Discussing About CloudKeeper? - [What do you recommend for organizations considering CloudKeeper for cloud cost optimization?](https://www.g2.com/discussions/what-do-you-recommend-for-organizations-considering-cloudkeeper-for-cloud-cost-optimization) - 1 comment ### [AWS Compute Optimizer](https://www.g2.com/products/aws-compute-optimizer/reviews) AWS Compute Optimizer is a service that leverages machine learning to analyze the configuration and utilization metrics of your AWS resources, such as Amazon EC2 instances, Amazon EBS volumes, AWS Lambda functions, and Amazon ECS services on Fargate. It provides actionable recommendations to help you rightsize your resources, enhancing performance and reducing costs by up to 25%. By evaluating your workload patterns, Compute Optimizer identifies under-provisioned or over-provisioned resources and suggests optimal configurations to meet your performance and capacity requirements. Key Features and Functionality: - Rightsizing Recommendations: Offers tailored suggestions to adjust resource sizes based on your specific workload preferences, ensuring optimal performance and cost-efficiency. - Performance Issue Resolution: Identifies under-provisioned resources and provides recommendations to address potential performance bottlenecks. - Enhanced Savings with Memory Metrics: By enabling Amazon CloudWatch metrics, Compute Optimizer increases visibility into memory utilization, leading to more accurate recommendations and potential cost savings. - License Optimization: Provides automated recommendations to optimize licensing costs for commercial software, such as Microsoft SQL Server, by suggesting appropriate licensing options. - Idle Resource Management: Detects and recommends the cleanup of unused resources, helping to reduce unnecessary cloud spending. Primary Value and Problem Solved: AWS Compute Optimizer addresses the challenge of balancing performance and cost in cloud resource management. By analyzing historical utilization data and applying machine learning algorithms, it delivers personalized recommendations that help users: - Reduce Costs: Identify and eliminate over-provisioned resources, leading to significant cost savings. - Enhance Performance: Resolve performance issues by right-sizing under-provisioned resources to meet workload demands. - Simplify Resource Management: Automate the analysis of resource utilization, reducing the need for manual monitoring and adjustments. In essence, AWS Compute Optimizer empowers users to make informed decisions about their AWS resource configurations, ensuring optimal performance while minimizing costs. **Average Rating:** 4.4/5.0 **Total Reviews:** 17 #### How Do G2 Users Rate AWS Compute Optimizer? - **Cloud Optimization:** 9.2/10 (Category avg: 9.1/10) - **Cloud Orchestration:** 9.0/10 (Category avg: 8.8/10) - **Quality of Support:** 8.9/10 (Category avg: 9.1/10) - **Cloud Resource Management:** 9.4/10 (Category avg: 9.1/10) #### Who Is the Company Behind AWS Compute Optimizer? - **Seller:** [Amazon Web Services (AWS)](https://www.g2.com/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd) - **Year Founded:** 2006 - **HQ Location:** Seattle, WA - **Twitter:** @awscloud 2,232,483 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=072881eee28a2afe24f8d1bda9f20e3e146b9fb4b214f216411ce2ed6898b31e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Famazon-web-services%2F&secure%5Burl_type%5D=linkedin_company_website) 147,094 employees on LinkedIn® - **Ownership:** NASDAQ: AMZN #### Who Uses This Product? - **Company Size:** 47% Small, 35% Medium #### What Do G2 Reviewers Say About AWS Compute Optimizer? _AI-generated summary from verified user reviews_ ##### Pros - Users find the **intuitive dashboard** of AWS Compute Optimizer straightforward, simplifying understanding and implementation of recommendations. - Users find AWS Compute Optimizer to have an **intuitive interface** , making it easy to understand and implement recommendations. - Users find the **visualized recommendations** very easy to understand and act upon, enhancing their experience significantly. #### What Are Recent G2 Reviews of AWS Compute Optimizer? **["AWS through my eyes"](https://www.g2.com/survey_responses/aws-compute-optimizer-review-10520148)** **Rating:** 4.5/5.0 stars _— Abishek M._ [Read full review](https://www.g2.com/survey_responses/aws-compute-optimizer-review-10520148) **["Clear, Actionable Recommendations for Smarter AWS Resource Optimization"](https://www.g2.com/survey_responses/aws-compute-optimizer-review-12934181)** **Rating:** 4.5/5.0 stars _— Atharva P._ [Read full review](https://www.g2.com/survey_responses/aws-compute-optimizer-review-12934181) ### [Rubrik](https://www.g2.com/products/rubrik/reviews) Rubrik is the leading cyber resilience and data protection company with a mission to secure the world’s data. Rubrik pioneered Zero Trust Data SecurityTM to help organizations achieve business resilience against cyberattacks, malicious insiders, and operational disruptions. Rubrik Security Cloud, built with a Zero Trust design and powered by machine learning, delivers complete cyber resilience in a single platform across enterprise, cloud, and SaaS. Rubrik’s platform automates data policy management and enforcement, safeguards sensitive data, delivers data threat analytics and response, and orchestrates rapid cyber and operational recovery. **Average Rating:** 4.6/5.0 **Total Reviews:** 276 #### How Do G2 Users Rate Rubrik? - **Cloud Optimization:** 9.0/10 (Category avg: 9.1/10) - **Cloud Orchestration:** 9.0/10 (Category avg: 8.8/10) - **Quality of Support:** 8.8/10 (Category avg: 9.1/10) - **Cloud Resource Management:** 8.5/10 (Category avg: 9.1/10) #### Who Is the Company Behind Rubrik? - **Seller:** [Rubrik](https://www.g2.com/sellers/rubrik) - **Company Website:** www.rubrik.com - **Year Founded:** 2014 - **HQ Location:** Palo Alto, California - **Twitter:** @rubrikInc 44,021 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=62c2fafa7bcff10fab6b5074fb81b0b19d99e38b217b5c2e1605adbbdb7da7ff&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4840301%2F&secure%5Burl_type%5D=linkedin_company_website) 5,110 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** System Administrator - **Top Industries:** Information Technology and Services, Hospital & Health Care - **Company Size:** 48% Large, 33% Medium #### What Do G2 Reviewers Say About Rubrik? _AI-generated summary from verified user reviews_ ##### Pros - Users find Rubrik's **ease of use** and intuitive setup significantly streamline backup and recovery management. - Users value how Rubrik’s backup solutions provide **ease of implementation** and efficient management without impacting applications. - Users appreciate the **reliability** of Rubrik, ensuring dependable backups and robust data protection with ease of use. - Users appreciate the **backup efficiency** of Rubrik, enabling seamless server and database protection with minimal impact. - Users love Rubrik's **user-friendly interface** , making navigation and recovery processes efficient and straightforward. ##### Cons - Users find Rubrik to be **expensive** , yet acknowledge that its value often justifies the high cost. - Users find the **limited features** of Rubrik restricting their backup and reporting capabilities, impacting overall functionality. - Users find the **complexity of advanced features** and integrations with Microsoft 365 data somewhat overwhelming and cumbersome. - Users find **missing features** like limited database support and inadequate search options in Rubrik, hindering functionality. - Users express concern over the **cost management** of Rubrik, particularly during yearly renewal processes. #### What Are Recent G2 Reviews of Rubrik? **["Reliable, hands-free backup that actually gives you peace of mind"](https://www.g2.com/survey_responses/rubrik-review-13070838)** **Rating:** 5.0/5.0 stars _— Shalu G._ [Read full review](https://www.g2.com/survey_responses/rubrik-review-13070838) **["Evaluating Rubrik for Enterprise Data Protection"](https://www.g2.com/survey_responses/rubrik-review-13103366)** **Rating:** 4.5/5.0 stars _— Rayanne A._ [Read full review](https://www.g2.com/survey_responses/rubrik-review-13103366) #### What Are G2 Users Discussing About Rubrik? - [What operating system does rubrik use?](https://www.g2.com/discussions/what-operating-system-does-rubrik-use) - [How is rubrik different?](https://www.g2.com/discussions/how-is-rubrik-different) - [What makes rubrik unique?](https://www.g2.com/discussions/what-makes-rubrik-unique) - [What is rubrik used for?](https://www.g2.com/discussions/what-is-rubrik-used-for) ### [Cloudshot](https://www.g2.com/products/cloudshot/reviews) Cloudshot is a patented, visual cloud management platform that helps enterprises gain complete visibility, governance, and control across their cloud and IT spend. Designed for organizations operating in complex environments, Cloudshot delivers multi-cloud management visibility across AWS, Azure, GCP, and hybrid setups through an intuitive, visual-first approach. Unlike traditional tools that rely on raw data, scripts, or fragmented dashboards, Cloudshot represents cloud environments visually, enabling teams to understand architecture, dependencies, risks, and costs at a glance. This reduces operational complexity and accelerates decision-making across engineering, security, and finance teams. Cloudshot brings DevOps, SecOps, FinOps, and Sustainability together under a single umbrella. DevOps teams benefit from faster environment understanding and infrastructure insights, SecOps teams gain continuous security posture and drift visibility, and FinOps teams receive accurate, allocation-ready cost and optimization data. Sustainability is natively built into the platform, helping organizations optimize costs while reducing environmental impact. Cloudshot aligns closely with the FinOps Foundation framework and is an official FOCUS-compatible tool, supporting the FinOps Open Cost and Usage Specification (FOCUS). This ensures standardized, portable, and provider-agnostic cost and usage data across cloud platforms, enabling enterprises to scale FinOps practices with confidence and consistency. Beyond cloud infrastructure, Cloudshot provides a unified IT spend dashboard that consolidates multi-cloud costs, cloud marketplace usage, SaaS spend, and shared IT services into a single, consistent view. This enables leadership teams to understand true technology spend, improve accountability, and align IT investments with business outcomes. Enterprise customers using Cloudshot typically achieve 10% to 35% savings on their cloud spend through continuous optimization, waste elimination, and improved governance. By combining patented technology, visual cloud management, and FOCUS-aligned spend visibility, Cloudshot enables enterprises to move from reactive cost control to proactive, strategic management of their IT ecosystem. **Average Rating:** 4.9/5.0 **Total Reviews:** 60 #### How Do G2 Users Rate Cloudshot? - **Cloud Optimization:** 10.0/10 (Category avg: 9.1/10) - **Cloud Orchestration:** 10.0/10 (Category avg: 8.8/10) - **Quality of Support:** 9.4/10 (Category avg: 9.1/10) - **Cloud Resource Management:** 10.0/10 (Category avg: 9.1/10) #### Who Is the Company Behind Cloudshot? - **Seller:** [Cloudshot](https://www.g2.com/sellers/cloudshot) - **Year Founded:** 2023 - **HQ Location:** Pune, IN - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=38b1b50f271cf43c9290b363958abe84b34d3083e38adebf8f218c99bf32bedd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloudshot-io%2F&secure%5Burl_type%5D=linkedin_company_website) 4 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Cloud Architect, MD - **Top Industries:** Information Technology and Services - **Company Size:** 135% Large, 23% Medium #### What Do G2 Reviewers Say About Cloudshot? _AI-generated summary from verified user reviews_ ##### Pros - Users love Cloudshot's **multi-cloud support** , enhancing management and visibility across AWS, Azure, and Google Cloud environments. - Users love the **ease of use** of Cloudshot, finding it simple for all team members to track cloud spending. - Users praise the **user-friendly cloud management** of Cloudshot, making it easy for newcomers to start managing their resources. - Users love the **intuitive setup and live diagram feature** of Cloudshot, enhancing their cloud management experience dramatically. - Users appreciate the **cost optimization** features of Cloudshot, making budgeting and chargebacks clear and efficient. ##### Cons - Users feel the **missing features** in Cloudshot limit its functionality and integration potential. - Users find the **difficult learning** curve challenging, as new users may need time to fully grasp Cloudshot's features. - Users experience a **steep learning curve** with Cloudshot, requiring time to fully grasp its extensive features. - Users find the **complex configuration** of Cloudshot challenging, requiring significant effort to integrate into existing workflows. - Users find the **difficult setup** of Cloudshot challenging, requiring significant effort to customize workflows and policies. #### What Are Recent G2 Reviews of Cloudshot? **["Great tool, highly recommended"](https://www.g2.com/survey_responses/cloudshot-review-10747822)** **Rating:** 5.0/5.0 stars _— Natasha B._ [Read full review](https://www.g2.com/survey_responses/cloudshot-review-10747822) **["Easy to Use, Multi-Cloud Visualizations and operational features."](https://www.g2.com/survey_responses/cloudshot-review-10695935)** **Rating:** 5.0/5.0 stars _— Pratik K._ [Read full review](https://www.g2.com/survey_responses/cloudshot-review-10695935) ### [IBM Turbonomic](https://www.g2.com/products/ibm-turbonomic/reviews) IBM Turbonomic, now part of the Concert platform, is a real-time application resource management platform designed to help users optimize and manage resources across hybrid and multi-cloud environments. This innovative solution continuously analyzes application performance and resource utilization, automating critical resourcing decisions to ensure optimal application performance while minimizing costs associated with cloud and infrastructure resources. IBM Turbonomic addresses the challenges of managing complex, dynamic environments. As organizations increasingly adopt hybrid and multi-cloud strategies, the need for effective resource management becomes paramount. Turbonomic provides a comprehensive approach to performance management by analyzing the entire technology stack, identifying inefficiencies, and uncovering dependencies that can impact application performance. This proactive management capability allows organizations to maintain high service levels while controlling costs. One of the key features of IBM Turbonomic is its ability to continuously adjust application resources in real time. By monitoring resource utilization and application performance, Turbonomic prevents performance degradation and overprovisioning. This dynamic adjustment ensures that applications receive the necessary resources when needed, which is crucial for maintaining optimal performance levels. Additionally, the platform automates resource decisions such as scaling and placement, allowing organizations to focus on strategic initiatives rather than manual resource management tasks. Turbonomic customers report an average 33% reduction in cloud and infrastructure waste without impacting application performance, and return-on-investment of 471% over three years. IBM Turbonomic is also available on AWS Marketplace. By leveraging Turbonomic, businesses can ensure that their applications run smoothly, resources are utilized effectively, and costs are kept in check, all while maintaining a focus on innovation and growth. For further information, please visit www.ibm.com/products/turbonomic **Average Rating:** 4.4/5.0 **Total Reviews:** 288 #### How Do G2 Users Rate IBM Turbonomic? - **Cloud Optimization:** 8.5/10 (Category avg: 9.1/10) - **Cloud Orchestration:** 8.5/10 (Category avg: 8.8/10) - **Quality of Support:** 8.9/10 (Category avg: 9.1/10) - **Cloud Resource Management:** 8.8/10 (Category avg: 9.1/10) #### Who Is the Company Behind IBM Turbonomic? - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Company Website:** www.ibm.com - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity 74,660 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14b544adaece4fdbc987f1d7f7028048c22259946811200cc751263825586af9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1009%2F&secure%5Burl_type%5D=linkedin_company_website) 328,202 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software Engineer, System Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 43% Large, 32% Medium #### What Do G2 Reviewers Say About IBM Turbonomic? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **cost optimization** achieved by IBM Turbonomic, benefiting from improved resource management and reduced expenses. - Users appreciate the **ease of use** of IBM Turbonomic, making resource management and workload analysis straightforward and efficient. - Users admire the **impressive automation** of IBM Turbonomic, effectively managing resources and enhancing performance without manual intervention. - Users value the **automated resource optimization** of IBM Turbonomic, enhancing performance and simplifying resource management efforts. - Users value the **real-time monitoring** of Turbonomic for its actionable insights that enhance performance and reliability. ##### Cons - Users face a **steep learning curve** with IBM Turbonomic, making initial setup and configuration challenging for newcomers. - Users struggle with a **steep learning curve** for IBM Turbonomic, requiring time and effort to understand its complexities. - Users face a **complex configuration** process that hinders quick onboarding and a seamless experience with IBM Turbonomic. - Users face a significant **learning curve** with IBM Turbonomic, requiring time and patience for effective use. - Users find the **difficult setup** of IBM Turbonomic challenging, requiring significant time and effort to understand and configure. #### What Are Recent G2 Reviews of IBM Turbonomic? **["Advanced Infrastructure Optimizer with challenging configuration requirements."](https://www.g2.com/survey_responses/ibm-turbonomic-review-12821189)** **Rating:** 4.0/5.0 stars _— Pardeep J._ [Read full review](https://www.g2.com/survey_responses/ibm-turbonomic-review-12821189) **["Smarter Resource Optimization with Real-Time Automation"](https://www.g2.com/survey_responses/ibm-turbonomic-review-12380847)** **Rating:** 5.0/5.0 stars _— Bishal D._ [Read full review](https://www.g2.com/survey_responses/ibm-turbonomic-review-12380847) #### What Are G2 Users Discussing About IBM Turbonomic? - [How much does Turbonomic cost?](https://www.g2.com/discussions/how-much-does-turbonomic-cost) - [Who uses Turbonomic?](https://www.g2.com/discussions/who-uses-turbonomic) - [What is Turbonomic IBM?](https://www.g2.com/discussions/what-is-turbonomic-ibm) - [What is Turbonomic used for?](https://www.g2.com/discussions/what-is-turbonomic-used-for) ### [DoiT Cloud Intelligence](https://www.g2.com/products/doit-cloud-intelligence/reviews) DoiT Cloud Intelligence is the only intent-aware FinOps platform that goes beyond cost optimization to drive reliability, performance, and security – turning endless "good ideas" into real, implemented solutions at scale – ensuring teams are 10X more likely to achieve business outcomes than with any other solution. **Average Rating:** 4.4/5.0 **Total Reviews:** 78 #### How Do G2 Users Rate DoiT Cloud Intelligence? - **Cloud Optimization:** 8.1/10 (Category avg: 9.1/10) - **Cloud Orchestration:** 6.8/10 (Category avg: 8.8/10) - **Quality of Support:** 8.8/10 (Category avg: 9.1/10) - **Cloud Resource Management:** 7.4/10 (Category avg: 9.1/10) #### Who Is the Company Behind DoiT Cloud Intelligence? - **Seller:** [DoiT](https://www.g2.com/sellers/doit-84d96d0d-c750-46ed-8237-80c355abe4f0) - **Year Founded:** 2011 - **HQ Location:** Santa Clara, US - **Twitter:** @doitint 810 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9031e38ad217e31fc0be57af78e1e8a44cad4bba6d06c5bd5d91f438286a00bd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdoitintl%2F&secure%5Burl_type%5D=linkedin_company_website) 710 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 57% Medium, 41% Small #### What Do G2 Reviewers Say About DoiT Cloud Intelligence? _AI-generated summary from verified user reviews_ ##### Pros - Users commend the **responsive customer support** of DoiT Cloud Intelligence, enhancing their cloud management experience significantly. - Users appreciate the **transparency and manageability** of DoiT Cloud Intelligence, benefiting from exceptional support and cost optimization insights. - Users appreciate the **expertise and proactive support** of DoiT's team, enhancing their cloud experience and cost management. - Users value DoiT Cloud Intelligence for its **transparent cost management** , empowering effective financial oversight and optimization. - Users find DoiT Cloud Intelligence **very user-friendly** , appreciating its ease of navigation and clear spending overview. ##### Cons - Users express concerns over **cost management and support limitations** , feeling upset by the lack of direct human assistance. - Users are frustrated by the **expensive escalation fees** for support tickets within DoiT Cloud Intelligence. - Users find the **billing a bit complicated** , which can lead to confusion during the usage of DoiT Cloud Intelligence. - Users find the **system's complexity** challenging, often requiring months to understand even basic functionalities. - Users find the **difficult learning curve** of DoiT Cloud Intelligence challenging, taking months to master basic functions. #### What Are Recent G2 Reviews of DoiT Cloud Intelligence? **["Reliable and knowledgable partners"](https://www.g2.com/survey_responses/doit-cloud-intelligence-review-11700833)** **Rating:** 5.0/5.0 stars _— James Y._ [Read full review](https://www.g2.com/survey_responses/doit-cloud-intelligence-review-11700833) **["Trusted Cloud Partner with valuable cloud intelligence capabilities"](https://www.g2.com/survey_responses/doit-cloud-intelligence-review-11703707)** **Rating:** 5.0/5.0 stars _— Martin L._ [Read full review](https://www.g2.com/survey_responses/doit-cloud-intelligence-review-11703707) ### [PointFive](https://www.g2.com/products/pointfive-2024-08-28/reviews) PointFive Redefines AI and Cloud Efficiency with an OS That Spans Cloud and Coding Agents. **Average Rating:** 4.9/5.0 **Total Reviews:** 32 #### How Do G2 Users Rate PointFive? - **Cloud Optimization:** 9.4/10 (Category avg: 9.1/10) - **Cloud Orchestration:** 7.5/10 (Category avg: 8.8/10) - **Quality of Support:** 9.8/10 (Category avg: 9.1/10) - **Cloud Resource Management:** 8.6/10 (Category avg: 9.1/10) #### Who Is the Company Behind PointFive? - **Seller:** [PointFive](https://www.g2.com/sellers/pointfive) - **Company Website:** www.pointfive.co - **Year Founded:** 2023 - **HQ Location:** New York City, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c8ab4d99af81214c9732327787fd104742a35150c5ca13e9a0843b168d9e7f27&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpointfive-us%2F&secure%5Burl_type%5D=linkedin_company_website) 128 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Financial Services, Computer Software - **Company Size:** 53% Large, 38% Medium #### What Do G2 Reviewers Say About PointFive? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **powerful user interface** and insightful data connections that enhance cloud cost optimization and workflow management. - Users find that PointFive offers significant **cost savings** through insightful data connections and powerful dashboards. - Users find PointFive's **ease of use** remarkable, with an intuitive interface that simplifies complex data navigation. - Users value the **time-saving cost reduction** features of PointFive, making financial management more efficient and straightforward. - Users appreciate the **cost-saving features** of PointFive, making it easier to identify and act on savings opportunities. ##### Cons - Users find the **user interface confusing** and suggest improvements for filtering options and overall usability. - Users find the **user interface confusing** , which complicates the experience with PointFive's poweruser query language. - Users find the **interface difficult and cumbersome** , impacting usability and overall experience with PointFive. - Users find **inadequate reporting** limits effective commitment management, leading to a less comprehensive FinOps platform experience. - Users find the **insufficient documentation** a barrier to fully leveraging PointFive's advanced features and management capabilities. #### What Are Recent G2 Reviews of PointFive? **["Empowers Cost Visibility, Needs UI Polish"](https://www.g2.com/survey_responses/pointfive-review-12352857)** **Rating:** 5.0/5.0 stars _— Darcy A._ [Read full review](https://www.g2.com/survey_responses/pointfive-review-12352857) **["Powerful, Connected Insights for Savings, Inventory, and Workflow"](https://www.g2.com/survey_responses/pointfive-review-12371466)** **Rating:** 4.5/5.0 stars _— Vijay Kumar V._ [Read full review](https://www.g2.com/survey_responses/pointfive-review-12371466) ### [Google Cloud Trace](https://www.g2.com/products/google-cloud-trace/reviews) Find performance bottlenecks in production **Average Rating:** 4.3/5.0 **Total Reviews:** 65 #### How Do G2 Users Rate Google Cloud Trace? - **Cloud Optimization:** 10.0/10 (Category avg: 9.1/10) - **Quality of Support:** 8.1/10 (Category avg: 9.1/10) #### Who Is the Company Behind Google Cloud Trace? - **Seller:** [Google](https://www.g2.com/sellers/google) - **Year Founded:** 1998 - **HQ Location:** Mountain View, CA - **Twitter:** @google 31,899,995 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fe4a5936665c9702418dd53c477fef5a7baea08078bb117ed67e966fc581b9ec&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1441%2F&secure%5Burl_type%5D=linkedin_company_website) 341,888 employees on LinkedIn® - **Ownership:** NASDAQ:GOOG #### Who Uses This Product? - **Who Uses This:** Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 37% Small, 34% Medium #### What Do G2 Reviewers Say About Google Cloud Trace? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **excellent customer support** of Google Cloud Trace, enhancing their experience with efficient issue resolution. - Users appreciate the **ease of use** of Google Cloud Trace, finding it user-friendly and versatile for various tasks. - Users value the **easy access** to a versatile platform that simplifies integration and enhances productivity across services. - Users highlight the **ease of use and extensive features** of Google Cloud Trace, enhancing productivity and integration. - Users find **implementation easy** , appreciating the user-friendly interface and high-level documentation for effective usage. #### What Are Recent G2 Reviews of Google Cloud Trace? **["Google Cloud Product Review"](https://www.g2.com/survey_responses/google-cloud-trace-review-11070510)** **Rating:** 5.0/5.0 stars _— Opeyemi O._ [Read full review](https://www.g2.com/survey_responses/google-cloud-trace-review-11070510) **["My review for Google Cloud Trace!!!"](https://www.g2.com/survey_responses/google-cloud-trace-review-8288644)** **Rating:** 4.0/5.0 stars _— Ashish S._ [Read full review](https://www.g2.com/survey_responses/google-cloud-trace-review-8288644) #### What Are G2 Users Discussing About Google Cloud Trace? - [What is the features of Google cloud?](https://www.g2.com/discussions/google-cloud-trace-what-is-the-features-of-google-cloud) - [What is tracing in Google?](https://www.g2.com/discussions/what-is-tracing-in-google) - 1 comment, 1 upvote - [Which GCP products are integrated into Google Cloud trace?](https://www.g2.com/discussions/which-gcp-products-are-integrated-into-google-cloud-trace) - [How does Google Cloud trace work?](https://www.g2.com/discussions/how-does-google-cloud-trace-work) - 1 comment, 1 upvote ### [IBM Cloudability](https://www.g2.com/products/ibm-cloudability/reviews) IBM Cloudability is built to support the organizational adoption of FinOps—the cultural practice and operational process of bringing financial accountability to the scalable, variable, and distributed nature of cloud and related costs. Its enterprise-grade FinOps features enable IT, finance, and business teams to optimize cloud, AI and Kubernetes costs and communicate the business value of these investments. Cloudability normalizes and structures billing and usage data from across public cloud ecosystems. Its robust set of capabilities enable teams to: • Fully allocate cloud spend, including containers and AI related costs, and support charges—enabling chargeback across the business and continuous improvements to cloud unit economics • Estimate workload costs, build budgets and create driver-based forecasts that surface variance details while tracking spend to plan • Automatically optimize cloud costs via industry-leading rightsizing and commitment recommendations, allowing you to reduce operating expenses and fund future innovation investments • Make decisions with speed and confidence, powered by team ownership of cloud spend • Allocate shared costs, like specialized technology, labor and vendors, to extend FinOps and accountability to the total cost of running cloud • Support FinOps organizations in Federal agencies via FedRAMP authorized IBM Cloudability for US Federal • Enable Managed Services Providers to ingest, structure, and customize billing data via IBM Cloudability MSP Cloudability enables practitioners with the capabilities they need to drive FinOps forward— with financial accountability, optimized cloud spend and a roadmap for FinOps maturity. With over 10 years of accumulated expertise and innovation, Cloudability is the category pioneer and market leader dedicated to helping you excel at FinOps. **Average Rating:** 4.2/5.0 **Total Reviews:** 202 #### How Do G2 Users Rate IBM Cloudability? - **Cloud Optimization:** 8.7/10 (Category avg: 9.1/10) - **Cloud Orchestration:** 9.0/10 (Category avg: 8.8/10) - **Quality of Support:** 8.2/10 (Category avg: 9.1/10) - **Cloud Resource Management:** 8.9/10 (Category avg: 9.1/10) #### Who Is the Company Behind IBM Cloudability? - **Seller:** [Apptio, an IBM Company](https://www.g2.com/sellers/apptio-an-ibm-company) - **Company Website:** www.apptio.com - **Year Founded:** 1996 - **HQ Location:** Bellevue, WA - **Twitter:** @Apptio 9,662 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1eb96595a20d7a25bffe1aafb247c6ba8f7736fdc37e3f26d0f035642254f629&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fapptio%2F&secure%5Burl_type%5D=linkedin_company_website) 1,280 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 62% Large, 20% Medium #### What Do G2 Reviewers Say About IBM Cloudability? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use** of IBM Cloudability, enhancing efficiency in dashboard creation and collaboration. - Users value the **cost visibility** provided by IBM Cloudability, enhancing accountability and simplifying multi-cloud financial management. - Users value the **strong chargeback/showback capabilities** of IBM Cloudability, enhancing accountability and cost management efficiency. - Users value the **efficient reporting capabilities** of IBM Cloudability, enhancing insights and decision-making on cloud spending. - Users value the **cost visibility** Cloudability provides, enhancing accountability and simplifying multi-cloud expense management. ##### Cons - Users find the **rightsizing recommendations lacking** in IBM Cloudability, missing crucial data for comprehensive cost analysis. - Users find the **cost management features inadequate** , lacking comprehensive data and sophisticated allocation options for effective analysis. - Users find the **complexity of IBM Cloudability** can hinder analysis and create a less than smooth experience. - Users find **inadequate reporting** challenging, as it's hard to identify resources and pull data effectively. - Users face **integration issues** with IBM Cloudability, limiting its effectiveness with non-AWS services like Azure. #### What Are Recent G2 Reviews of IBM Cloudability? **["Effective for Cloud Cost Optimization, Minor Hurdles"](https://www.g2.com/survey_responses/ibm-cloudability-review-12693260)** **Rating:** 4.0/5.0 stars _— anirban c._ [Read full review](https://www.g2.com/survey_responses/ibm-cloudability-review-12693260) **["Granular Visibility and Ease of Use, But Setup Can Improve"](https://www.g2.com/survey_responses/ibm-cloudability-review-12656524)** **Rating:** 4.0/5.0 stars _— Raghav M._ [Read full review](https://www.g2.com/survey_responses/ibm-cloudability-review-12656524) #### What Are G2 Users Discussing About IBM Cloudability? - [What do you like most about Apptio Cloudability for cloud cost management, and what could be improved?](https://www.g2.com/discussions/what-do-you-like-most-about-apptio-cloudability-for-cloud-cost-management-and-what-could-be-improved) - [What is Apptio Cloudability used for?](https://www.g2.com/discussions/what-is-apptio-cloudability-used-for) ### [Hyperglance](https://www.g2.com/products/hyperglance/reviews) Hyperglance helps cloud, FinOps, platform, and security teams understand what is running across AWS, Azure, Google Cloud, Kubernetes, AWS GovCloud, and Azure Government. Instead of looking at cost, ownership, architecture, and risk in separate tools, teams can use Hyperglance to connect them in one place. See what each resource supports, who owns it, what it costs, how it connects to the rest of your environment, and whether it needs attention. Hyperglance is built for complex cloud estates where visibility alone isn’t enough. It helps teams find waste, improve tagging, understand cost allocation, investigate risk, and decide what can safely change before action is taken. Because Hyperglance is self-hosted, teams keep control over deployment, data handling, and access. That makes it a strong fit for mid-market, enterprise, public sector, regulated, and MSP environments where cloud governance, security, and accountability matter. Use Hyperglance to: 🔷 See cloud resources and relationships across AWS, Azure, Google Cloud, Kubernetes, GovCloud, and Azure Government 🔷 Connect cloud cost to ownership, architecture, risk, and action 🔷 Find unused, underused, untagged, and misconfigured resources 🔷 Support FinOps, cloud governance, showback, chargeback, and cost allocation 🔷 Give architects, engineers, FinOps teams, and leaders a shared view of the estate 🔷 Run cloud management tooling in your own environment Hyperglance helps teams move from “What is this costing us?” to “Who owns it, what does it support, and what should we do next?” **Average Rating:** 4.6/5.0 **Total Reviews:** 77 #### How Do G2 Users Rate Hyperglance? - **Cloud Optimization:** 9.0/10 (Category avg: 9.1/10) - **Cloud Orchestration:** 8.7/10 (Category avg: 8.8/10) - **Quality of Support:** 8.9/10 (Category avg: 9.1/10) - **Cloud Resource Management:** 8.9/10 (Category avg: 9.1/10) #### Who Is the Company Behind Hyperglance? - **Seller:** [Hyperglance Ltd.](https://www.g2.com/sellers/hyperglance-ltd) - **Year Founded:** 2011 - **HQ Location:** London, UK - **Twitter:** @hyperglance 326 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=441381a34cd3b93656f640f02d713d4dce558d6526b8cf86a57a8c958f5e6105&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhyperglance%2F&secure%5Burl_type%5D=linkedin_company_website) 10 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** DevOps Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 44% Small, 37% Medium #### What Do G2 Reviewers Say About Hyperglance? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **clear visibility of resources** in Hyperglance, appreciating its user-friendly interface for cloud management. - Users value the **automated, real-time architecture diagrams** of Hyperglance, enhancing visibility and simplifying complex cloud environments. - Users value the **real-time visibility** of Hyperglance, enhancing understanding and efficiency in cloud management tasks. - Users value the **clear visualization** of Hyperglance, greatly enhancing their understanding of complex cloud environments. - Users value the **real-time monitoring** capabilities of Hyperglance, enhancing visualization and infrastructure tracking effortlessly. ##### Cons - Users find Hyperglance **expensive** , especially for small to mid-sized businesses with limited budgets. - Users find the **interface overwhelming** initially, creating a steep learning curve for new users navigating the features. - Users find the **initial complexity** of Hyperglance overwhelming, especially for new users and smaller teams. - Users report **slow performance** when handling large data sets, leading to inefficiencies in their experience with Hyperglance. - Users find **pricing issues** with Hyperglance, making it less accessible for small to mid-sized businesses. #### What Are Recent G2 Reviews of Hyperglance? **["Transforms Cloud Operations with Real-Time Visibility and Simplicity"](https://www.g2.com/survey_responses/hyperglance-review-12184601)** **Rating:** 5.0/5.0 stars _— Leela Sai Krishna B._ [Read full review](https://www.g2.com/survey_responses/hyperglance-review-12184601) **["Real-Time Cloud Topology Diagrams and Continuous Misconfiguration Detection"](https://www.g2.com/survey_responses/hyperglance-review-13092910)** **Rating:** 4.5/5.0 stars _— Verified User in Information Technology and Services_ [Read full review](https://www.g2.com/survey_responses/hyperglance-review-13092910) #### What Are G2 Users Discussing About Hyperglance? - [What is Hyperglance used for?](https://www.g2.com/discussions/what-is-hyperglance-used-for) - 2 comments - ‹ Prev‹ Prev - 1 - [2](/categories/cloud-management-platforms?open_modal_url=%2Fproducts%2Fvmware-tanzu-cloudhealth%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fcloud-management-platforms%26source%3Dcategory&order=g2_score&page=2#product-list) - [3](/categories/cloud-management-platforms?open_modal_url=%2Fproducts%2Fvmware-tanzu-cloudhealth%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fcloud-management-platforms%26source%3Dcategory&order=g2_score&page=3#product-list) - [4](/categories/cloud-management-platforms?open_modal_url=%2Fproducts%2Fvmware-tanzu-cloudhealth%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fcloud-management-platforms%26source%3Dcategory&order=g2_score&page=4#product-list) - [5](/categories/cloud-management-platforms?open_modal_url=%2Fproducts%2Fvmware-tanzu-cloudhealth%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fcloud-management-platforms%26source%3Dcategory&order=g2_score&page=5#product-list) - … - [12](/categories/cloud-management-platforms?open_modal_url=%2Fproducts%2Fvmware-tanzu-cloudhealth%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fcloud-management-platforms%26source%3Dcategory&order=g2_score&page=12#product-list) - [13](/categories/cloud-management-platforms?open_modal_url=%2Fproducts%2Fvmware-tanzu-cloudhealth%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fcloud-management-platforms%26source%3Dcategory&order=g2_score&page=13#product-list) - [Next ›Next ›](/categories/cloud-management-platforms?open_modal_url=%2Fproducts%2Fvmware-tanzu-cloudhealth%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fcloud-management-platforms%26source%3Dcategory&order=g2_score&page=2#product-list) Spotlight Categories [Customer Communications Management Software](https://www.g2.com/categories/customer-communications-management) [Business Continuity Management (BCM) Software Solutions](https://www.g2.com/categories/business-continuity-management-software) [Cloud Content Collaboration Software](https://www.g2.com/categories/cloud-content-collaboration) [Digital Adoption Platforms](https://www.g2.com/categories/digital-adoption-platform) [Online Community Management Software](https://www.g2.com/categories/online-community-management) Similar Categories - [Application Portfolio Management](/categories/application-portfolio-management) - [Auto Scaling](/categories/auto-scaling) - [Cloud Cost Management](/categories/cloud-cost-management) - [Cloud Migration Assessment Tools](/categories/cloud-migration-assessment-tools) - [Columnar Databases](/categories/columnar-databases) - [Data as a Service (DaaS)](/categories/data-as-a-service-daas) - [Data Destruction](/categories/data-destruction) - [Data Extraction](/categories/data-extraction-tools) - [Data Governance](/categories/data-governance-tools) - [Data Observability](/categories/data-observability) - [Data Recovery](/categories/data-recovery) - [Digital Employee Experience (DEX) Management](/categories/digital-employee-experience-dex-management) - [Digital Experience Monitoring (DEM)](/categories/digital-experience-monitoring-dem) - [Digital Governance](/categories/digital-governance) - [Disk Cleanup](/categories/disk-cleanup) [Browse Cloud Management Platforms Themes](/categories/cloud-management-platforms/themes) ![Rachana Hasyagar](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rachana Hasyagar") RH Researched and written by [Rachana Hasyagar](https://research.g2.com/insights/author/rachana-hasyagar) Updated October 3, 2024 Cloud management platforms (CMPs) are toolsets that help companies monitor and control cloud environments, resources, and services. These solutions manage two or more dynamic cloud environments—private, public, multi, or hybrid cloud. CMPs provide insights into and control over a variety of cloud-related functions, such as optimization, orchestration, security, monitoring, and costs. IT administrators, security analysts, server engineers, and others can leverage cloud resources effectively due to the diversity of available insights. Cloud management platforms offer the administrative visibility and capability of [cloud cost management software](https://www.g2.com/categories/cloud-cost-management), [cloud infrastructure monitoring software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [cloud infrastructure automation software](https://www.g2.com/categories/cloud-infrastructure-automation), and more. They also include open-source software modules that provide a framework to create and manage both public and private cloud infrastructure. CMPs are designed to integrate with a variety of [infrastructure as a service (IaaS)](https://www.g2.com/categories/infrastructure-as-a-service-iaas) offerings as well. To qualify for inclusion in the Cloud Management Platforms category, a product must: - Monitor and optimize cloud computing resources in multi-cloud environments - Provide self-service capabilities, analytics, and insights into organization consumption patterns within cloud deployments - Provide managerial capabilities over cloud functions and security Top Tools at a Glance | | GCP-native VM provisioning and autoscaling workflows | User Review "Easy Setup, Flexible Instances, and Great Value on Google Compute Engine" | | | Zero-cost Linux infrastructure for cloud-native DevOps | User Review "Ubuntu: Flexible, free, and perfect for learning programming" | | | Autonomous Kubernetes cost optimization and rightsizing | User Review "A Powerful Platform for Reducing Kubernetes Cloud Costs" | | | Hybrid IT license compliance and FinOps visibility | User Review "Flexera One Review: Helpful for IT Spend and Compliance" | | | SAP-native unified semantic data governance | User Review "Unify SAP and non-SAP data" | | | AWS cost visibility with guaranteed commitment-free discounts | User Review "Review" | | | ML-driven EC2 right-sizing recommendations | User Review "Clear, Actionable Recommendations for Smarter AWS Resource Optimization" | | | Immutable backup and ransomware-aware cloud recovery | User Review "Reliable, hands-free backup that actually gives you peace of mind" | | | Multi-cloud visibility with diagram-to-deployment automation | User Review "Easy to Use, Multi-Cloud Visualizations and operational features." | | | AI-driven rightsizing across hybrid multicloud workloads | User Review "Advanced Infrastructure Optimizer with challenging configuration requirements." | * * * Show More * * * ## How Do You Choose the Right Cloud Management Platforms? ### What You Should Know About Cloud Management Platforms ### What are Cloud Management Platforms? A cloud management platform (CMP) is a set of unified software tools which help companies monitor and control cloud computing resources. While these tools can be deployed by an enterprise exclusively for a public or private cloud arrangement, CMPs commonly focus on the management of hybrid and multi-cloud models to help optimize control of various cloud-based infrastructures. CMPs also include open-source software modules that provide a framework to create and manage both public and private cloud infrastructure. This aids cost management, backup and disaster recovery, and enhancement of performance and security. Cloud management platforms offer the administrative visibility and capability of [cloud cost management software](https://www.g2.com/categories/cloud-cost-management), [cloud infrastructure monitoring software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [cloud infrastructure automation software](https://www.g2.com/categories/cloud-infrastructure-automation), and more. CMPs are designed to integrate with a variety of [infrastructure as a service (IaaS)](https://www.g2.com/categories/infrastructure-as-a-service-iaas) tools as well. #### What Types of Cloud Management Platforms Exist? **Focused platforms** Platforms that offer only one type of cloud problem solving, say, cloud security to protect data, applications, and infrastructure from threats, and automation of tasks to reduce manual intervention, or cost optimization to increase business efficiency. These products will generally focus on a specific task. **Multi-cloud platforms** In multi-cloud infrastructure, cloud assets, software, and applications are distributed across several cloud environments. With a typical multi-cloud architecture involving two or more public and private clouds, a multi-cloud environment aims to eradicate the dependency on any single provider or instance. Multicloud management is the set of tools and procedures that allows a business to monitor and secure applications and workloads across multiple public or private clouds or a combination of both. By offering simplified, centralized management, a multi-cloud management solution allows IT teams to more effectively manage applications and workloads across multiple clouds. **Hybrid cloud and hyper-converged infrastructure (HCI) ** Platforms that support hybrid clouds as well as on-premise infrastructure fit into this category. Hyper-converged infrastructure (HCI) is a software-defined, unified system that combines all the elements of a traditional data center—storage, computing, networking, and management. Hybrid cloud solutions combine a private cloud with one or more public cloud services, with proprietary software enabling communication between each distinct service. Hybrid cloud computing is powerful because it gives businesses greater control over their private data. An organization can store sensitive data on a private cloud or local data center and simultaneously leverage the robust computational resources of a managed public cloud. Due to complexities such as migration of services, compatibility issues between different cloud service providers, etc., in the management of such an infrastructure, these tools rely heavily on custom implementation.  ### What are the Common Features of Cloud Management Platforms? The following are a few essential features that a cloud management platform should have to help organizations gain visibility into their cloud deployments and take necessary actions. **Cost control:** A good cloud management tool should provide insights to the user to help them visualize the utilization and cost of current infrastructure and track cost consumption across all cloud resources. Insights will help the user to reduce overall costs. A cloud management platform is a software solution whose main attribute is a vast and extensive set of APIs that allow it to extract data from every area of the IT infrastructure. The tools should be able to provide cost savings by giving one the capability to hibernate their unutilized resources and provide insights into each service with estimated savings.  **Logs monitoring:** What makes a cloud management tool unique is its ability to integrate monitoring processes by providing logs from all the major resources. CMPs are purpose-built to draw humongous volumes of data from the user’s application stack in the form of automatically generated computer logs. Log files contain information about every event that occurs in the user’s cloud environment. Analyzing those files can yield information about errors, vulnerabilities, compliance, security, and more.  **Compliance:** Cloud compliance is the principle that cloud-delivered systems must be in accordance with the standards their customers require. It ensures that cloud computing services meet the compliance requirements of enterprise customers. Maintaining compliance takes effort on the part of both the cloud service provider and the enterprise; without that effort, the organization's data could be at risk of not adhering to mandatory rules and regulations. **Optimizing the overall workload:** CPM implementation in the IT market makes workflow better, optimizing the best practice and managing the resources to get better outcomes without losing out on either money or time. Features of the cloud management tools are connected internally and work together. This means that the tool can automatically control the infrastructure and make adjustments when necessary. The platform also helps in decision making. It can also play a role in managing and creating policy frameworks. **Billing and metering:** This is another crucial feature provided by a cloud management platform. CPM accounts for an organization’s unique cloud architecture and finds ways to manage billing and chargebacks effectively. Metering refers to the methods and tools used to track the usage of infrastructure and software delivered via the cloud. IaaS, PaaS, and SaaS vendors have a variety of options for metering the usage of the solutions they provide to clients, including per-user metering, per-account metering, and per-transaction metering. ### What are the Benefits of Cloud Management Platforms? **Self-service management:** Most CMP solutions support self-service cloud resource management. Enterprises can provision resources for their cloud environment themselves rather than having a set amount of resources delivered. A CMP can help enterprises determine if they are using the optimal amount of resources for their business needs. That can help in determining the correct amount of resources to request from the cloud provider in the future. **Cloud cost management:** Enterprises want to manage their resource usage to reduce costs. Resources that aren't being used will just be a drain on the company’s finances. By managing operations to ensure that every resource is being used, cloud cost optimization can reduce the wastage of resources.  **Automated management policies:** CMPs deliver automated cloud management policies and tasks to help utilize resources using automatic orchestration. For example, it automates the process of finding spare resources on the network whenever one needs them. Rather than waiting until the IT team discovers wasted resources, the CMP automatically fixes resource usage problems. **Cloud compliance and governance:** Usage of cloud services requires the integration of traditional IT governance best practices, such as compliance and chargebacks. Therefore, to govern the cloud for operational excellence, it is important to implement cloud management tools for compliance, incident, and transparent financial management. By doing this, the IT team will run responsible, compliant operations—with tight fiscal controls and transparency. As a result, an organization can benefit from economies of scale, lower individual usage costs, and centralize infrastructure costs while extending or improving current governance capabilities. ### Who Uses Cloud Management Platforms? **IT industry:** CMPs help IT teams secure and optimize cloud infrastructure, including the applications and data residing on it. Administrators can manage compliance, set up real-time monitoring, and prevent cyberattacks and data breaches. Today organizations have dozens of diverse applications running in the cloud. Cloud management gives visibility and control over this otherwise uncoordinated ecosystem, integrating operating systems, applications, storage frameworks, provisioning, cloud security, and anything else hosted on the enterprise’s cloud. Administrators gain access and control over the enterprise cloud through a web-based interface that they can access remotely.  **Finance industry:** Cloud services enable the digital transformation of the finance industry while cloud management platforms offer a dramatically improved experience for this industry using the platform. Due to the increase in mobile consumerization and mass digitization, financial services institutions are transforming data and automating core processes and workflows. The banking sector now provides customized solutions to meet the needs of their diverse customer base with the help of enterprise cloud managed services that support a multitude of enterprise applications. Since cloud offerings and adoption of cloud services are growing, a CMP solution aids in streamlining operations, enabling managed service providers (MSPs) to deliver financial governance, security and compliance governance, and identity and access governance across multiple public clouds. By implementing a CMP solution, the BFSI sector can lower infrastructure costs and increase asset utilization, thereby improving agility and operational efficiency. **Media and entertainment industry:** A global consumer base with a growing demand for “bingeable” content is pushing the M&E industry to provide content that is not only available in a variety of formats, but also tailored for diverse audiences in disparate geographies. Implementation of a cloud management platform helps media enterprises streamline access to media from any location. It enables the management of huge quantities of digital content in a faster, dynamic, and cost-effective manner.  **E-commerce industry:** The scalability of the cloud complements the needs of the retail sector. Provisioning more servers on its own or obtaining funds to build a bigger IT infrastructure will slow down an enterprise's growth. Cloud management solutions provide a business the ability to view and search for non-compliant servers across environments. CMP provides superior stability for online retail and ensures cost efficiency. Cloud management provides advanced data security which has been a rising concern for e-commerce platforms. **Automotive industry:** The automotive industry needs to be up-to-date with its supply chain as this allows them to interact effectively with customers and cater to their needs. Cloud management platforms help this industry as they can have a common environment for both automotive suppliers and manufacturers to share data to ensure that both sides have supply chain visibility. Cloud management platforms are useful for moving, storing, securing, and indexing massive volumes of data generated from connected vehicles.  **Healthcare industry:** Cloud healthcare solutions help doctors to easily stay connected to their patients which improves collaboration with each other. Cloud solutions for the healthcare sector enhance patient engagement, empower health team collaboration, and improve clinical and operational data insights to improve decision making and operational efficiencies. Implementing a cloud management platform by the healthcare industry makes it faster and easier to provide more efficient services to patients and helps ensure the end-to-end security, compliance, and interoperability of health data. #### Software Related to Cloud Management Platforms [Cloud cost management software](https://www.g2.com/categories/cloud-cost-management) **:** Cloud cost management software allows an enterprise to understand and manage the costs and needs associated with its cloud technology. In particular, this means finding cost-effective ways to maximize cloud usage and efficiency. These tools are typically paired with an [infrastructure as a service (IaaS) provider](https://www.g2.com/categories/infrastructure-as-a-service-iaas) offering to minimize the costs of their pay-as-you-go model. Cloud cost management software helps companies reduce waste by alerting users of low demand or automatically scaling usage to optimal rates. Companies also use these tools to increase the efficiency of their cloud service usage—these solutions often provide reporting features to outline waste and redundancies. Cloud cost management software has some overlap with [SaaS spend management software](https://www.g2.com/categories/saas-spend-management), but the latter is used to monitor and manage spending on cloud applications rather than infrastructure. [Cloud infrastructure monitoring software](https://www.g2.com/categories/cloud-infrastructure-monitoring) **:** Cloud infrastructure monitoring software allows companies to visualize and track the performance of their applications or services. These tools aggregate data in real time to display information related to a company’s cloud-based resources. These tools can track application performance, network availability, and resource allocation, among other factors. Cloud infrastructure monitoring is a process that makes sure an application both remains available and responds to user requests within an acceptable amount of time. It can also involve goals such as optimizing code or reducing infrastructure costs. Cloud infrastructure monitoring tools may have overlapping features with either [cloud workload protection platforms](https://www.g2.com/categories/cloud-workload-protection-platforms) or [cloud cost management software](https://www.g2.com/categories/cloud-cost-management). Those tools, however, perform more individualized and specific management capabilities and may not provide adequate or necessary monitoring capabilities. [Cloud infrastructure automation software](https://www.g2.com/categories/cloud-infrastructure-automation) **:** Cloud infrastructure automation technology is used to provision servers and computer data centers through metadata files, as opposed to physical configuration. The concept in practice can also be referred to as implementing "infrastructure as code" or performing continuous configuration automation. Developers will create templated infrastructure to run their application code, review, and integrate it. These templates can then be reused and generated automatically, minimizing a developer’s need to reconfigure infrastructure. Companies use cloud infrastructure automation technology in DevOps practices to reuse pre-configured infrastructure and ensure configuration visibility at all times. These tools can save developers time in configuring infrastructure as well as reduce downtime. These tools have a strong tie to the continuous delivery process. Many DevOps-focused [configuration management software](https://www.g2.com/categories/configuration-management) tools will have the ability to automate cloud infrastructure, but that capability is not inherent in all configuration management tools. Other Software Related to Cloud Management Platforms: [AWS management](https://www.g2.com/categories/cloud-management-platforms/f/aws-management), [Azure management](https://www.g2.com/categories/cloud-management-platforms/f/azure-management), [Google Cloud Platform (GCP) management](https://www.g2.com/categories/cloud-management-platforms/f/google-cloud-platform-gcp-management), [Others](https://www.g2.com/categories/cloud-management-platforms/f/others), ### Challenges with Cloud Management Platforms **Security and privacy:** Keeping confidential data safe and secure is among the topmost priorities for organizations. Earlier, most companies used corporate firewalls to safeguard their sensitive data. Now with migration to the cloud becoming increasingly common, the challenge of keeping the data secure makes businesses extremely cautious. Where the cloud provider provides the first layer of security, the customer must provide the second. The challenge here is that customers must know what is required by each cloud service provider so that they can properly secure data across their various providers. **Interoperability:** Another common challenge that businesses face while using cloud infrastructure is how to avoid the prospect of being locked into a service. Cloud environments are typically built around an organization’s requirements, which means that switching can be hard. Every business should expect the freedom of portability that allows them to move in and out of the cloud, and between clouds without any hassles. When that is not possible due to lock-in periods and other similar problems, the benefits can be lessened.  **Cloud costs:** Costing is a significant challenge in the adoption, operation, and migration of cloud computing services, especially for small and mid-sized businesses.  **Cloud migration:** Cloud migration refers to the process of moving all the applications and data from on-premises storage to the cloud. Moving business operations to a cloud service provider can be very challenging and may impact the functioning of connected systems. Among the other challenges involved with migration are security configurations, other software investments, time-consuming preparatory work, slow data migrations, extensive troubleshooting, and application downtime. **Limitations on cloud reporting structure:** Rather than using a single cloud, organizations today are using multiple public and private clouds. Enterprises tend to receive reporting metrics from different cloud service providers. This can be challenging when not only trying to correlate between reports from each of these providers but with the organizational reporting structure itself. This imposes limitations on one’s cloud reporting structure. ### How to Buy Cloud Management Platforms #### Requirements Gathering (RFI/RFP) for Cloud Management Platforms If a company is just starting and looking to purchase its first CMP, or maybe an organization needs to update a legacy system--wherever a business is in its buying process, [g2.com](https://www.g2.com/) can help select the best cloud management platform for the business. Finding the right cloud management platform for a business can be difficult due to numerous potential vendors and seemingly similar offerings. Without digging deeper to uncover the details, enterprises run the risk of selecting a solution that can result in unexpected costs, vendor lock-in, difficult-to-agree service level agreements (SLAs), or simply a lack of fit to requirements.  The functional or technical requirements are a core part of the purchase process. Functional requirements usually vary from one organization to the next. Organizations must determine the end goal of purchasing a CMP, whether it is for optimizing costs, requirements around data retention, security, performance, or specific functional requirements. Depending on the scope of the deployment, it might be helpful to produce an RFI, a one-page list with a few bullet points describing what is needed from the platform. #### Compare Cloud Management Platform Products  **Create a long list** As more and more organizations build internal private clouds or enter the service provider market with public clouds, choosing the right vendor and platform for managing today’s hybrid and multi-cloud environments boils down to more than just technical capabilities. Long lists are created by eliminating the options that do not align with the organization’s cloud strategy. Vendor evaluation is an essential part of the CMP buying process, it helps to prepare a consistent list of questions regarding specific needs and concerns to ask each vendor. Whether embarking on a proof-of-concept/pilot or a full enterprise-level deployment of the CMP, the following considerations should enable the establishment of realistic and achievable goals: **Business requirements:** It is important to take into consideration which departments and clients will benefit from the platform deployment and the extent of disruption during the implementation. A business must also take into account the period within which implementation of the CMP will start generating ROI. **Product requirements**** :** The enterprise willing to adopt a CMP should determine the consistency of the platform with its existing cloud strategy. The tool helps in the management of the various cloud platforms and cloud services. Achieving the full value of this investment also requires integration with other tools in the infrastructure that support functions such as service management, DevOps, configuration management, and financial management. A CMP should allow for seamless integration with the organization’s existing services to generate customized and actionable insights. Depending on whether a SaaS or on-premises deployment solution is selected, there may be an impact on the existing connectivity and service level commitments. It is crucial to understand the management functions covered by the CMP in terms of resources, spend, and security and how fast it can detect usage of resources and determine their necessity.  **Support requirements:** The enterprise should be aware of the extent to which it will be dependent on the vendor after the full implementation of the platform. Additionally, vendor patch releases are an important consideration when evaluating cloud management vendors. The user must find out about the release cycles and frequency of the releases in their development cycles. Vendors should provide regular fixes and functional enhancements. If an organization is using a CMP with a SaaS model, it can usually minimize the impact of software releases. The process is usually more seamless than an on-premises deployment. **Create a short list** From the long list of vendors, it is pragmatic to narrow down the list of contenders. Enterprises must select solutions that are aligned with the enterprise’s goals. With this list, businesses can compare the features offered by different vendors and the pricing structure of various solutions. **Conduct demos** Demos provide an opportunity to buyers to see how a cloud management platform works. While pre-recorded demonstrations and slide decks are available online, it is lucrative to request the vendor for a live demo of the CMP platform using the system to dive deep into their technical capabilities.  Additionally, mapping out a draft deployment plan or proof of concept (POC) is highly recommended before making a selection as it provides a roadmap for subsequent activities and defines the resources that are required in each phase. A PoC should prove (or disprove) whether the technology matches the organization’s requirements.  #### Selection of a Cloud Management Platform **Choose a selection team** It is important to recognize that project success is based on a team’s effort including the vendor that will support the CMP deployment with their training and professional services staff as well as the tenant and end-user community. Forming the team and establishing a common vision is imperative. The partnerships for deployment must extend into the enterprise itself.  **Final decision** Cloud services and CMPs are still evolving, it is unlikely that any one platform can serve as a “one size fits all” solution. However, selecting a vendor that has a strategy aligned with the enterprise’s directions and objectives will accelerate growth as the product matures. Rapid developments have pushed providers to innovate and develop mature solutions that work with top public cloud providers as well as on-premises virtual stacks.  Here are few factors to consider while making the final decision: **Total cost of ownership and cost associated with day-to-day data transfers:** One way to evaluate a cloud management vendor is to establish the total cost of ownership (TCO) of its CMP. This involves calculating the cost of acquisition and the recurring operational costs for the service. If there are any additional integrations required, it’s best to include the anticipated costs into the TCO estimate. Some cloud providers offer a low base price but charge extra fees to transfer data. This could lock the user into their product by making it a costly affair to transfer to another provider, hampering the user’s ability to use their data in a way that best suits their requirements. Many cloud service providers encourage customers to move data into their respective clouds by not charging for data ingress. However, data transfer fees do exist for data egress—or moving data out of a cloud data center—not just from the cloud to on-premises, but also between data centers within the same provider, or another cloud provider. The data transfer fees can add up over time. It is crucial to keep data transfer fees in mind when choosing a cloud management solution.  **Product licensing or service subscription model:** A CMP is either a vendor SaaS offering, open-source or a licensed on-premises product. Acquisition and recurring costs will vary widely based on the model an enterprise opts for. It is imperative to scrutinize the terms and conditions of the product support and licensing agreements or SaaS SLAs to achieve enterprise goals within the defined OPEX (operating expense) and CAPEX (capital expenditure) budgets.  **Identifying risks and opportunities early:** Whether a commitment to a given CMP product has been made, or early evaluation is underway, it is important to capture and monitor deployment and operations risks, and improvement opportunities early so that it is possible to leverage the lessons learned, contain cost overruns, and modify plans when needed. Whenever a new technology is leveraged, it is good to devise back-out plans or alternatives when assumptions and outcomes change. It must be ensured that the solution chosen will be adaptable to the organization’s future requirements. ### Cloud Management Platforms Trends **Multi and hybrid cloud environments will continue to grow** Enterprises recognize that cloud management isn’t about having one specific platform or infrastructure, it’s about choosing the solution that’s fit for the job at hand. The emerging trend is that enterprises are becoming less worried about sticking with one vendor and embracing a multi-cloud or hybrid-cloud offering to get the best out of each solution. **Solution-focused partners** As businesses continue to move their infrastructure using SaaS, PaaS, and IaaS, there will be a continuous requirement for third-party vendors who specialize in meeting specific use cases and problem-solving. While one’s cloud service provider will be responsible for infrastructure needs such as storage, outsources will be taking care of computing and networking, specific needs such as data, visibility, AI and ML technology, or IoT. **Continuous shift to tech on demand** As cloud costs are controlled, businesses will have more revenue at their disposal to take advantage of solutions that beat their specific industry challenges. In turn, providers will look to push out innovation that is easily accessible to a wide audience, has a low learning curve, low-code interface, and is more democratized overall, so that anyone can reap the rewards.