Best Enterprise Cloud Management Platforms

How Many Cloud Management Platforms Products Does G2 Track?

Total Products under this Category: 225

Category Stats (Oct 2026)

  • Average Rating: 4.56/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Control Plane (+0.36%) - Among all products in this category, Control Plane recorded the largest rating increase compared to last month

Last updated: October 13, 2026

How Does G2 Rank Cloud Management Platforms Products?

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  • 30 Analysts and Data Experts
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  • 225+ Products
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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

Highlighted products: Flexera One, Google Compute Engine, Cast AI, Rubrik, SAP Business Data Cloud, Ubuntu, Google Cloud Trace, and CloudKeeper.

Underlying data: [Grid® JSON](https://www.g2.com/categories/cloud-management-platforms/grids.json?focus%5B%5D=flexera-one&focus%5B%5D=google-compute-engine&focus%5B%5D=cast-ai&focus%5B%5D=rubrik&focus%5B%5D=sap-business-data-cloud&focus%5B%5D=ubuntu&focus%5B%5D=google-cloud-trace&focus%5B%5D=cloudkeeper&segment=enterprise)

Flexera One

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: 177

How Do G2 Users Rate Flexera One?

  • Cloud Optimization: 8.4/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 8.2/10 (Category avg: 8.7/10)
  • Quality of Support: 8.4/10 (Category avg: 9.1/10)
  • Security Management: 8.2/10 (Category avg: 9.0/10)

Who Is the Company Behind Flexera One?

  • Seller: Flexera
  • Year Founded: 2008
  • HQ Location: Itasca, IL
  • Twitter: @flexera
    4,737 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,099 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Analyst, Graduate Engineer Trainee
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 70% Large, 22% Medium

What Do G2 Reviewers Say About Flexera One?

AI-generated summary from verified user reviews

Pros
  • Users find the clean and intuitive interface of Flexera One enhances efficiency, making software management effortless.
  • Users appreciate the high flexibility of Flexera One, enabling tailored policies and seamless integration for advanced insights.
  • Users value the seamless integration capabilities of Flexera One, enhancing IT asset management and streamlining workflows.
  • Users commend the high quality of Flexera One, noting its flexibility, comprehensive features, and exceptional support.
  • Users value the unified visibility Flexera One offers, simplifying IT asset management across diverse environments.
Cons
  • Users find that the complexity of Flexera One hampers ease of implementation and requires extensive learning.
  • Users find the difficult learning curve challenging, particularly due to the overwhelming interface and complex features.
  • Users find the learning curve long, suggesting onboarding improvements for a smoother user experience.
  • Users face a complex setup process that can be resource-intensive and requires technical expertise for integration.
  • Users find the difficult setup of Flexera One challenging, impacting maintenance, administration, and overall adoption.

What Are Recent G2 Reviews of Flexera One?

Google Compute Engine

Compute Engine is Google's infrastructure as a service (IaaS) platform for organizations to create and run cloud-based virtual machines.

Average Rating: 4.5/5.0

Total Reviews: 876

How Do G2 Users Rate Google Compute Engine?

  • Cloud Optimization: 8.8/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 8.7/10 (Category avg: 8.7/10)
  • Quality of Support: 8.4/10 (Category avg: 9.1/10)
  • Security Management: 8.7/10 (Category avg: 9.0/10)

Who Is the Company Behind Google Compute Engine?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • Twitter: @google
    31,899,995 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    301,144 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG

Who Uses This Product?

  • Who Uses This: Software Engineer, Data Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 35% Small, 34% Large

What Do G2 Reviewers Say About Google Compute Engine?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use in provisioning VMs on Google Compute Engine, enhancing their overall experience and productivity.
  • Users value the flexibility and scalability of Google Compute Engine for efficiently managing diverse workloads and resources.
  • Users value the flexibility and scalability of Google Compute Engine, enabling quick and customized VM deployment for diverse workloads.
  • Users appreciate the flexibility and scalability of Google Compute Engine, finding it easy to customize and manage resources.
  • Users value the scalability and performance of Google Compute Engine, enhancing productivity and ease of resource management.
Cons
  • Users find the pricing structure complex, with hidden costs causing unexpected expenses during projects.
  • Users find Google Compute Engine's pricing structure expensive, especially when scaling or needing advanced features for cost efficiency.
  • Users find the cost management of Google Compute Engine confusing, leading to unexpected increases without careful monitoring.
  • Users often find the complexity of Google Compute Engine overwhelming, especially for those new to cloud technologies.
  • Users often find the complex pricing structure of Google Compute Engine confusing and difficult to navigate, leading to unexpected costs.

What Are Recent G2 Reviews of Google Compute Engine?

What Are G2 Users Discussing About Google Compute Engine?

Cast AI

Cast AI is an automation platform for Kubernetes and GPU infrastructure. It scales, rightsizes, and migrates workloads automatically, and sources GPU capacity across clouds and regions through OMNI. Every optimization is verified: lower costs, stronger performance and reliability, and less manual toil. Cast AI reached unicorn status in January 2026 and is trusted by BMW, Cisco, FICO, HuggingFace, and Swisscom.

Average Rating: 4.5/5.0

Total Reviews: 269

How Do G2 Users Rate Cast AI?

  • Cloud Optimization: 9.2/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 8.8/10 (Category avg: 8.7/10)
  • Quality of Support: 9.1/10 (Category avg: 9.1/10)
  • Security Management: 8.9/10 (Category avg: 9.0/10)

Who Is the Company Behind Cast AI?

  • Seller: Cast AI
  • Company Website:
  • Year Founded: 2019
  • HQ Location: Miami, FL
  • Twitter: @cast_ai
    1,826 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    352 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: DevOps Engineer, Senior DevOps Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 41% Medium, 25% Large

What Do G2 Reviewers Say About Cast AI?

AI-generated summary from verified user reviews

Pros
  • Users benefit from cost management features in CAST AI, achieving significant savings and improved cluster management.
  • Users value the cost-saving benefits of CAST AI, significantly reducing cloud expenses through efficient resource management.
  • Users appreciate the ease of use of Cast AI, highlighting its straightforward setup and intuitive features.
  • Users appreciate the massive cost savings offered by CAST AI through intelligent optimization and efficient resource management.
  • Users find CAST AI's pricing advantages compelling, appreciating cost savings and easy management for optimal efficiency.
Cons
  • Users experience scaling issues with CAST AI, particularly during traffic spikes, causing disruptions and inefficiency.
  • Users find the pricing high for small clusters, making Cast AI seem expensive despite its benefits.
  • Users note a significant learning difficulty with advanced features, requiring time to fully understand the platform.
  • Users face poor documentation leading to confusion and misunderstanding, impacting their overall experience with Cast AI.
  • Users express concerns about pricing issues, noting complexities in cost understanding and the need for better transparency.

What Are Recent G2 Reviews of Cast AI?

What Are G2 Users Discussing About Cast AI?

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Rubrik

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: 295

How Do G2 Users Rate Rubrik?

  • Cloud Optimization: 9.0/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 9.0/10 (Category avg: 8.7/10)
  • Quality of Support: 8.8/10 (Category avg: 9.1/10)
  • Security Management: 8.5/10 (Category avg: 9.0/10)

Who Is the Company Behind Rubrik?

  • Seller: Rubrik
  • Company Website:
  • Year Founded: 2014
  • HQ Location: Palo Alto, California
  • Twitter: @rubrikInc
    44,021 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5,167 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: System Administrator, Network Engineer
  • Top Industries: Information Technology and Services, Hospital & Health Care
  • Company Size: 47% Large, 35% Medium

What Do G2 Reviewers Say About Rubrik?

AI-generated summary from verified user reviews

Pros
  • Users commend Rubrik for its ease of use, enabling staff to manage backups without specialized training.
  • Users appreciate Rubrik for its comprehensive backup solutions, offering a unified and efficient management experience for data recovery.
  • Users commend Rubrik's reliable backup performance, ensuring data security with ease of use and efficiency.
  • Users value the backup efficiency of Rubrik, enjoying intuitive management and rapid recovery in a secure environment.
  • Users admire the user-friendly interface of Rubrik, enabling simpler backup management for staff without advanced certification.
Cons
  • Users find Rubrik's pricing to be expensive, particularly for smaller environments compared to alternative solutions.
  • Users feel that Rubrik has limited features and could greatly benefit from expanded capabilities and better reporting.
  • Users find Rubrik's system to have a steep learning curve, requiring training and causing initial setup challenges.
  • Users express concern about the cost management during yearly renewals and support timelines for APAC customers.
  • Users feel that Rubrik needs to improve its offering with more features and better analytics for enhanced performance.

What Are Recent G2 Reviews of Rubrik?

What Are G2 Users Discussing About Rubrik?

SAP Business Data Cloud

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: 74

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: 8.7/10)
  • Quality of Support: 8.2/10 (Category avg: 9.1/10)
  • Security Management: 8.4/10 (Category avg: 9.0/10)

Who Is the Company Behind SAP Business Data Cloud?

  • Seller: SAP
  • Company Website:
  • Year Founded: 1972
  • HQ Location: Walldorf
  • Twitter: @SAP
    297,052 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    149,349 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 40% 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, facilitating seamless data integration and smoother workflows.
  • Users value the business-ready semantic layer of SAP Business Data Cloud for its real-time, actionable data access.
  • Users value the seamless data integration capabilities of SAP Business Data Cloud for efficient data management and insights.
  • Users value the single, trusted view of data provided by SAP Business Data Cloud, streamlining daily operations effectively.
  • Users value the seamless data integration of SAP Business Data Cloud, enabling unified data access for enhanced decision-making.
Cons
  • Users find the complex setup process of SAP Business Data Cloud challenging, particularly in hybrid environments.
  • Users experience a difficult learning curve due to the complexity of advanced options and integration requirements.
  • Users find that integration issues make setup complex and challenging, particularly in hybrid environments.
  • Users highlight the high cost of SAP Business Data Cloud, which complicates budget management and may deter smaller organizations.
  • Users note a steep learning curve with SAP Business Data Cloud, making it challenging for beginners to utilize effectively.

What Are Recent G2 Reviews of SAP Business Data Cloud?

Ubuntu

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: 2,355

How Do G2 Users Rate Ubuntu?

  • Cloud Optimization: 8.8/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 8.8/10 (Category avg: 8.7/10)
  • Quality of Support: 8.3/10 (Category avg: 9.1/10)
  • Security Management: 8.7/10 (Category avg: 9.0/10)

Who Is the Company Behind Ubuntu?

  • Seller: Canonical Ltd.
  • Year Founded: 2004
  • HQ Location: London
  • Twitter: @Canonical
    110,908 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,067 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: 48% Small, 34% Medium

What Do G2 Reviewers Say About Ubuntu?

AI-generated summary from verified user reviews

Pros
  • Users find Ubuntu's user-friendly interface enhances their experience, making it accessible even to Linux newcomers.
  • Users love Ubuntu for its lightweight efficiency and extensive compatibility, making it ideal for coding and development tasks.
  • Users love Ubuntu for its open-source nature, allowing customization and free use while ensuring robust security and stability.
  • Users appreciate the user-friendly interface of Ubuntu, finding it accessible and efficient for both new and experienced users.
  • Users praise Ubuntu for its user-friendly interface, making it accessible for both new users and experienced developers.
Cons
  • Users often face compatibility issues with software, particularly proprietary apps and graphical games, impacting their overall experience.
  • Users often face limited software availability on Ubuntu, impacting productivity and the ability to use essential applications.
  • Users often face driver issues with Ubuntu, affecting gaming, AMD chipsets, and WiFi connectivity.
  • Users often face usage difficulties without prior UNIX/Linux experience, particularly with command lines and snap management.
  • Users report performance issues with gaming, Snap packages, and overall usability, affecting their experience on Ubuntu.

What Are Recent G2 Reviews of Ubuntu?

What Are G2 Users Discussing About Ubuntu?

Google Cloud Trace

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
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • Twitter: @google
    31,899,995 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    301,144 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 commend the exceptional customer support provided by Google Cloud Trace, enhancing their overall experience and efficiency.
  • Users value the ease of use in Google Cloud Trace, appreciating its user-friendly interface and implementation simplicity.
  • Users value the easy access to various services and a user-friendly interface for efficient use of Google Cloud Trace.
  • Users benefit from the user-friendly interface and versatile features of Google Cloud Trace, enhancing productivity and integration.
  • Users appreciate the ease of implementation with Google Cloud Trace, finding it user-friendly and versatile for various projects.

What Are Recent G2 Reviews of Google Cloud Trace?

What Are G2 Users Discussing About Google Cloud Trace?

CloudKeeper

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: 334

How Do G2 Users Rate CloudKeeper?

  • Cloud Optimization: 9.4/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 8.9/10 (Category avg: 8.7/10)
  • Quality of Support: 9.6/10 (Category avg: 9.1/10)
  • Security Management: 9.1/10 (Category avg: 9.0/10)

Who Is the Company Behind CloudKeeper?

  • Seller: CloudKeeper
  • Company Website:
  • Year Founded: 2019
  • HQ Location: Singapore, Singapore
  • Twitter: @cloud_keeper
    125 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    422 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: DevOps Engineer, CTO
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 64% Medium, 26% Small

What Do G2 Reviewers Say About CloudKeeper?

AI-generated summary from verified user reviews

Pros
  • Users commend the responsive customer support of CloudKeeper, highlighting timely assistance during critical situations.
  • Users value the responsive support from CloudKeeper, enhancing security and providing effective cost management for AWS services.
  • Users value the easy collaboration and insightful recommendations from CloudKeeper, enhancing cloud cost optimization and visibility.
  • Users highlight the cost-saving benefits of CloudKeeper, achieving significant reductions in cloud expenses while optimizing budgets.
  • Users value the detailed insights on cloud costs provided by CloudKeeper, enabling effective spending optimization and management.
Cons
  • Users find missing features such as tagging resource IDs and APIs hinder customization and cost identification.
  • Users find the complexity in implementation of CloudKeeper challenging, affecting integration with existing systems and data availability.
  • Users express concerns over AWS limitations, feeling restricted by CloudKeeper's control over Service Control Policies and credentials access.
  • Users face issues with cost management delays, impacting their ability to track expenses effectively in CloudKeeper.
  • Users find the difficult setup of CloudKeeper challenging, especially for custom features and integrations with existing systems.

What Are Recent G2 Reviews of CloudKeeper?

What Are G2 Users Discussing About CloudKeeper?

Cloudshot

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

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How Do G2 Users Rate Cloudshot?

  • Cloud Optimization: 10.0/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 10.0/10 (Category avg: 8.7/10)
  • Quality of Support: 9.4/10 (Category avg: 9.1/10)
  • Security Management: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Cloudshot?

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 value the detailed cost analysis offered by Cloudshot, enabling effective optimization of cloud expenses.
  • Users find Cloudshot's ease of use enhances workflow and simplifies cloud infrastructure management effortlessly.
  • Users value the effective cloud management of Cloudshot, enhancing workflow with organized access to resources and insights.
  • Users praise Cloudshot for its easy-to-use interface and comprehensive features, enhancing workflow and insights in cloud management.
  • Users benefit from cost optimization through detailed data transfer insights and resource identification, effectively saving money.
Cons
  • Users note the missing features in Cloudshot, such as lack of APM and non-modular Terraform scripts.
  • Users may find the difficult learning curve challenging as they navigate Cloudshot's rich features and structured approach.
  • Users find the steep learning curve of Cloudshot challenging, particularly due to its extensive features and requirements for adaptation.
  • Users find the complex configuration of Cloudshot challenging, requiring considerable effort for initial setup and alignment.
  • Users find the difficult setup of Cloudshot challenging as it requires significant effort to align with DevOps processes.

What Are Recent G2 Reviews of Cloudshot?

IBM Cloudability

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: 214

How Do G2 Users Rate IBM Cloudability?

  • Cloud Optimization: 8.7/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 9.0/10 (Category avg: 8.7/10)
  • Quality of Support: 8.2/10 (Category avg: 9.1/10)
  • Security Management: 8.9/10 (Category avg: 9.0/10)

Who Is the Company Behind IBM Cloudability?

  • Seller: Apptio, an IBM Company
  • Company Website:
  • Year Founded: 1996
  • HQ Location: Bellevue, WA
  • Twitter: @Apptio
    9,662 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,315 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 love the ease of use of IBM Cloudability, facilitating quick dashboards and efficient FinOps management.
  • Users value the cost visibility provided by IBM Cloudability for effective multi-cloud financial management.
  • Users value the strong chargeback/showback capabilities of IBM Cloudability, enhancing accountability and driving cost discussions effectively.
  • Users value the efficient reporting feature of IBM Cloudability, enhancing decision-making and cloud spend management.
  • Users value the cost visibility provided by IBM Cloudability, enhancing their FinOps journey and accountability in spending.
Cons
  • Users find the rightsizing recommendations lacking, as they fail to include essential memory data and offer limited options.
  • Users feel the cost management features of IBM Cloudability are limited and lack critical data for effective analysis.
  • Users find the complexity a challenge in IBM Cloudability, with some aspects being slow and initially confusing.
  • Users struggle with inadequate reporting, finding it difficult to access and present data effectively in IBM Cloudability.
  • Users face integration issues due to heavy AWS focus, limiting effectiveness for other cloud service providers like Azure.

What Are Recent G2 Reviews of IBM Cloudability?

What Are G2 Users Discussing About IBM Cloudability?

IBM Turbonomic

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: 287

How Do G2 Users Rate IBM Turbonomic?

  • Cloud Optimization: 8.5/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 8.4/10 (Category avg: 8.7/10)
  • Quality of Support: 8.9/10 (Category avg: 9.1/10)
  • Security Management: 8.7/10 (Category avg: 9.0/10)

Who Is the Company Behind IBM Turbonomic?

  • Seller: IBM
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • Twitter: @IBMSecurity
    74,660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    344,328 employees on LinkedIn®
  • Ownership: SWX:IBM

Who Uses This Product?

  • Who Uses This: Software Engineer, System Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 42% Large, 32% Medium

What Do G2 Reviewers Say About IBM Turbonomic?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the intelligent cost optimization of IBM Turbonomic, effectively reducing cloud expenses while maintaining performance.
  • Users appreciate the intelligent automation of IBM Turbonomic, optimizing resources and reducing costs efficiently.
  • Users value the ease of use of IBM Turbonomic, which streamlines resource management and enhances efficiency.
  • Users appreciate the intelligent automation of IBM Turbonomic, ensuring optimal performance while reducing cloud costs and over-provisioning.
  • Users value the real-time monitoring of IBM Turbonomic, which optimizes resources effectively, enhancing performance and reducing costs.
Cons
  • Users find the complexity of setup and reporting in IBM Turbonomic challenging, impacting efficient utilization and time-to-value.
  • Users find the learning curve challenging, requiring time and better documentation for effective onboarding and setup.
  • Users face complex configuration challenges with IBM Turbonomic, leading to longer setup times and delayed value realization.
  • Users face a difficult learning curve with IBM Turbonomic, requiring time and effort to become comfortable with the tool.
  • Users find the difficult setup of IBM Turbonomic challenging, requiring significant time and effort to get accustomed.

What Are Recent G2 Reviews of IBM Turbonomic?

What Are G2 Users Discussing About IBM Turbonomic?

IBM Cloud Pak for AIOps

IBM Cloud Pak® for Watson AIOps is an AIOps solution that deploys advanced, explainable AI across the ITOps toolchain so you can confidently assess, diagnose and resolve incidents across mission-critical workloads.

Average Rating: 4.2/5.0

Total Reviews: 57

How Do G2 Users Rate IBM Cloud Pak for AIOps?

  • Cloud Optimization: 8.8/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 8.3/10 (Category avg: 8.7/10)
  • Quality of Support: 8.4/10 (Category avg: 9.1/10)
  • Security Management: 7.7/10 (Category avg: 9.0/10)

Who Is the Company Behind IBM Cloud Pak for AIOps?

  • Seller: IBM
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • Twitter: @IBMSecurity
    74,660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    344,328 employees on LinkedIn®
  • Ownership: SWX:IBM

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 43% Large, 35% Medium

What Are Recent G2 Reviews of IBM Cloud Pak for AIOps?

What Are G2 Users Discussing About IBM Cloud Pak for AIOps?

Kubex

Kubex is a sophisticated AI-driven analytics solution designed to assist enterprises in optimizing their Kubernetes, AI and cloud infrastructure. This innovative platform focuses on reducing operational costs, enhancing efficiency, and ensuring stability within complex and dynamic environments.

Average Rating: 4.7/5.0

Total Reviews: 27

How Do G2 Users Rate Kubex?

  • Cloud Optimization: 9.7/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 9.7/10 (Category avg: 8.7/10)
  • Quality of Support: 9.7/10 (Category avg: 9.1/10)
  • Security Management: 9.2/10 (Category avg: 9.0/10)

Who Is the Company Behind Kubex?

  • Seller: Kubex
  • Year Founded: 2022
  • HQ Location: Richmond Hill, CA
  • Twitter: @Densify
    1 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    73 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 69% Large, 24% Medium

What Do G2 Reviewers Say About Kubex?

AI-generated summary from verified user reviews

Pros
  • Users find Kubex's ease of use exceptional, simplifying installations and providing clear insights for optimal resource management.
  • Users value the transformative cloud optimization capabilities of Densify, enhancing collaboration and cost-awareness seamlessly.
  • Users rave about the amazing customer support of Kubex, finding it helpful and collaborative throughout their experience.
  • Users are impressed by Densify's actionable insights and machine learning-driven recommendations that optimize cloud resources effectively.
  • Users appreciate the performance insights from Kubex, enabling effective cost optimization and resource management across platforms.
Cons
  • Users express concern over the lack of Oracle Cloud support in Kubex until 2026, impacting integration options.
  • Users face compatibility issues with Kubex, as it currently lacks support for Oracle Cloud until 2026.
  • Users are frustrated with the lack of cost reporting based on the network, affecting budget management and decision-making.
  • Users note the limited cloud integration with Kubex, particularly the absence of Oracle Cloud support until 2026.
  • Users found the old UI clunky, but appreciated the improvements made in the new Kubex interface.

What Are Recent G2 Reviews of Kubex?

What Are G2 Users Discussing About Kubex?

ServiceNow Cloud Management

ServiceNow Cloud Management is a comprehensive solution designed to automate and streamline the provisioning, lifecycle, and cost management of both public and private cloud resources. By integrating cloud operations into a unified platform, it enhances operational efficiency, ensures compliance, and provides real-time visibility across cloud environments. Key Features and Functionality: - Automated Cloud Provisioning: Facilitates the rapid deployment of cloud services, including fully configured virtual networks, through a user-friendly interface. - Cloud Governance: Automates governance workflows for cloud accounts, ensuring adherence to compliance and security policies. - Cost Management: Provides tools to monitor and control cloud expenditures, offering insights into spending patterns and enabling proactive budget management. - Cloud Observability: Combines operational monitoring and observability data for cloud and cloud-native applications, bringing critical telemetry data together to improve security, workflows, collaboration, and ROI. - Integration with Major Cloud Providers: Supports seamless integration with leading cloud platforms such as AWS, Azure, GCP, and IBM, ensuring a consistent management framework across hybrid and multi-cloud environments. Primary Value and User Solutions: ServiceNow Cloud Management addresses the complexities of managing diverse cloud environments by providing a centralized platform that automates routine tasks, enforces governance policies, and optimizes costs. This solution empowers organizations to accelerate their cloud transformation journeys, enhance operational agility, and align cloud operations with broader business objectives. By offering real-time visibility and control, it enables IT teams to proactively manage resources, mitigate risks, and deliver reliable services to end-users.

Average Rating: 4.5/5.0

Total Reviews: 22

How Do G2 Users Rate ServiceNow Cloud Management?

  • Cloud Optimization: 8.1/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 7.2/10 (Category avg: 8.7/10)
  • Quality of Support: 7.6/10 (Category avg: 9.1/10)
  • Security Management: 8.1/10 (Category avg: 9.0/10)

Who Is the Company Behind ServiceNow Cloud Management?

  • Seller: ServiceNow
  • Year Founded: 2004
  • HQ Location: Santa Clara, CA
  • Twitter: @servicenow
    55,548 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    35,078 employees on LinkedIn®
  • Ownership: NYSE:NOW

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 55% Large, 27% Small

What Do G2 Reviewers Say About ServiceNow Cloud Management?

AI-generated summary from verified user reviews

Pros
  • Users highlight the ease of use of ServiceNow Cloud Management, making operations and support efficient and straightforward.
  • Users appreciate the accessible customer support of ServiceNow, which enhances their experience and eases IT operations.
  • Users value the seamless integration of ServiceNow, enhancing collaboration and efficiency across various systems and tools.
  • Users appreciate the seamless and powerful experience of ServiceNow Cloud Management, highlighting its ease of use and integrated features.
  • Users love the easy learning curve of ServiceNow, praising its intuitive design and helpful resources.
Cons
  • Users find complexity issues in ServiceNow Cloud Management, making navigation and customization challenging and requiring considerable expertise.
  • Users find the poor interface design of ServiceNow Cloud Management complicates navigation and usability significantly.
  • Users find the complexity of ServiceNow Cloud Management challenging, making navigation and setup an intricate process.
  • Users find the complex setup of ServiceNow Cloud Management challenging and overwhelming, hindering effective usage.
  • Users find the implementation difficulty of ServiceNow Cloud Management challenging due to its complexity and extensive features.

What Are Recent G2 Reviews of ServiceNow Cloud Management?

What Are G2 Users Discussing About ServiceNow Cloud Management?

OpenStack

OpenStack is an open-source cloud operating system that enables the management and orchestration of large pools of compute, storage, and networking resources throughout a data center. It provides a unified platform for deploying both public and private clouds, offering users and administrators a comprehensive suite of tools to control and provision resources efficiently. With its modular architecture, OpenStack supports a wide range of workloads, from traditional virtual machines to containerized applications, making it a versatile solution for organizations seeking scalable and flexible cloud infrastructure. Key Features and Functionality: - Compute Management: OpenStack's Nova component allows for the provisioning and management of large networks of virtual machines, supporting various hypervisors and container technologies. - Networking: Through the Neutron module, OpenStack offers pluggable, scalable, and API-driven network and IP management, facilitating complex networking configurations and services. - Storage Solutions: OpenStack provides both object storage (Swift) and block storage (Cinder) services, catering to diverse storage needs and ensuring data availability and redundancy. - Dashboard Interface: The Horizon dashboard offers a web-based interface for administrators and users to manage and provision cloud resources, enhancing usability and accessibility. - Orchestration and Automation: With components like Heat and Mistral, OpenStack enables orchestration of cloud applications and workflows, automating resource management and deployment processes. Primary Value and Solutions Provided: OpenStack addresses the need for a flexible and scalable cloud infrastructure by offering an open-source platform that integrates seamlessly with existing IT environments. It empowers organizations to accelerate innovation by providing self-service portals and API-driven platforms for developing cloud-aware applications. By supporting a wide range of technologies and offering a modular design, OpenStack allows enterprises to customize their cloud solutions to meet specific requirements, ensuring high availability and performance of applications. Additionally, OpenStack's commitment to open standards and interoperability provides businesses with the freedom to choose from a diverse ecosystem of vendors and avoid vendor lock-in, ultimately leading to cost savings and increased agility in responding to market demands.

Average Rating: 4.2/5.0

Total Reviews: 52

How Do G2 Users Rate OpenStack?

  • Cloud Optimization: 9.0/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 9.0/10 (Category avg: 8.7/10)
  • Quality of Support: 7.0/10 (Category avg: 9.1/10)
  • Security Management: 8.6/10 (Category avg: 9.0/10)

Who Is the Company Behind OpenStack?

  • Seller: OpenStack
  • Year Founded: 2012
  • HQ Location: United States
  • Twitter: @OpenStack
    145,959 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    141 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 49% Large, 32% Medium

What Are Recent G2 Reviews of OpenStack?

What Are G2 Users Discussing About OpenStack?

Rachana Hasyagar
RH
Researched and written by Rachana Hasyagar
Updated