Best Cloud Management Platforms

How Many Cloud Management Platforms Products Does G2 Track?

Total Products under this Category: 340

Category Stats (Nov 2026)

  • Average Rating: 4.56/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Usage AI (+1.78%) - Among all products in this category, Usage AI recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Cloud Management Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 13,300+ Authentic Reviews
  • 340+ 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

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

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

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: 4.4/5.0

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: 9.0/10)
  • Security Management: 8.2/10 (Category avg: 9.1/10)

Who Is the Company Behind Flexera One?

  • Seller: Flexera
  • Year Founded: 2008
  • HQ Location: Itasca, IL
  • 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, 23% Medium

What Do G2 Reviewers Say About Flexera One?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Flexera One, highlighting its seamless integration and efficient software tracking capabilities.
  • Users value the real-time visibility Flexera One provides for software inventory and usage tracking.
  • Users appreciate the seamless integrations of Flexera One, enhancing visibility and analytics in software management.
  • Users value the superior product quality of Flexera One, appreciating its comprehensive insights and robust SaaS integrations.
  • Users value the strong visibility offered by Flexera One, enhancing decision-making and efficiency across their IT environment.
Cons
  • Users note that the complexity of integrations with Flexera One can hinder the overall implementation experience.
  • Users find the steep learning curve of Flexera One challenging, hindering effective usage and integration.
  • Users find the steep learning curve of Flexera One challenging, necessitating better tutorials for complex integrations.
  • Users find the complex setup challenging, suggesting more tutorials for easier implementation of integrations like SN.
  • Users note that the difficult setup requires better tutorials for complex integrations, hindering smooth implementation.

What Are Recent G2 Reviews of Flexera One?

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: 279

How Do G2 Users Rate Cast AI?

  • Cloud Optimization: 9.3/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 9.2/10 (Category avg: 8.7/10)
  • Quality of Support: 9.1/10 (Category avg: 9.0/10)
  • Security Management: 8.9/10 (Category avg: 9.1/10)

Who Is the Company Behind Cast AI?

  • Seller: Cast AI
  • Company Website:
  • Year Founded: 2019
  • HQ Location: Miami, FL
  • 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: 42% Medium, 25% Large

What Do G2 Reviewers Say About Cast AI?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the significant cost savings from CAST AI's automated optimization, enhancing efficiency without manual intervention.
  • Users appreciate the intuitive interface of CAST AI, enabling easy navigation and quick, confident decision-making.
  • Users commend the effective cost management of Cast AI, simplifying budgeting and maximizing cloud resource efficiency automatically.
  • Users commend CAST AI for its automated Kubernetes optimization, dramatically reducing costs and simplifying workload management.
  • Users value the significant cost reductions achieved through automated resource optimization and real-time analytics in Cast AI.
Cons
  • Users find CAST AI expensive compared to open-source alternatives and suggest improvements in pricing.
  • Users report scaling issues with Cast AI, leading to resource allocation problems and service disruption in production environments.
  • Users find the pricing issues of CAST AI hinder rollout across all clusters, including nonproduction environments.
  • Users feel that the UX improvement is necessary due to slow navigation and a convoluted interface experience.
  • Users find the learning difficulty challenging, particularly when navigating advanced features and understanding automation fully.

What Are Recent G2 Reviews of Cast AI?

What Are G2 Users Discussing About Cast AI?

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: 2,360

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: 9.0/10)
  • Security Management: 8.8/10 (Category avg: 9.1/10)

Who Is the Company Behind Ubuntu?

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 48% Small, 33% Medium

What Do G2 Reviewers Say About Ubuntu?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use in Ubuntu, appreciating its simple setup and user-friendly interface for various tasks.
  • Users praise Ubuntu for its free and open-source nature, providing robust tools and a user-friendly experience.
  • 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 struggle with compatibility issues, particularly with gaming software and essential drivers on Ubuntu.
  • Users often face driver issues with Ubuntu, affecting gaming, AMD chipsets, and WiFi connectivity.
  • Users often face limited software availability on Ubuntu, impacting productivity and the ability to use essential applications.
  • 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?

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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: 875

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: 9.0/10)
  • Security Management: 8.7/10 (Category avg: 9.1/10)

Who Is the Company Behind Google Compute Engine?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • LinkedIn® Page: www.linkedin.com
    301,144 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG
  • Phone: +1 (650) 253-0000

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 find the ease of use of Google Compute Engine refreshing, with intuitive controls and seamless integration.
  • Users value the scalability of Google Compute Engine, enabling quick adjustments for diverse project needs with ease.
  • Users value the easy scalability and control of Google Compute Engine for efficient application deployment and management.
  • Users value the scalability and ease of deployment in Google Compute Engine, enhancing application performance globally.
  • Users appreciate the flexibility and control of Google Compute Engine, enabling precise resource allocation and seamless integration.
Cons
  • Users find the complex pricing structure of Google Compute Engine confusing, making cost management challenging and unpredictable.
  • Users find Google Compute Engine expensive and confusing, especially with its complex pricing structure and potential for unexpected costs.
  • Users find cost management challenging due to complex pricing structures and potential for unpredictable expenses.
  • Users find the complexity of Google Compute Engine daunting, especially for newcomers navigating advanced configurations and costs.
  • Users find the learning difficulty of Google Compute Engine to be steep, posing challenges for newcomers and less experienced users.

What Are Recent G2 Reviews of Google Compute Engine?

What Are G2 Users Discussing About Google Compute Engine?

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: 355

How Do G2 Users Rate CloudKeeper?

  • Cloud Optimization: 9.5/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 8.9/10 (Category avg: 8.7/10)
  • Quality of Support: 9.6/10 (Category avg: 9.0/10)
  • Security Management: 9.2/10 (Category avg: 9.1/10)

Who Is the Company Behind CloudKeeper?

  • Seller: CloudKeeper
  • Company Website:
  • Year Founded: 2019
  • HQ Location: Singapore, Singapore
  • 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: 63% Medium, 27% Small

What Do G2 Reviewers Say About CloudKeeper?

AI-generated summary from verified user reviews

Pros
  • Users praise the quick and knowledgeable customer support from the CloudKeeper team, ensuring a reliable experience.
  • Users find the team's supportiveness and helpful dashboards essential for optimizing and managing cloud costs effectively.
  • Users value the effective cost optimization and user-friendly features of CloudKeeper for managing cloud expenses.
  • Users value the effective cost optimization of CloudKeeper, facilitating better management of cloud expenses and savings.
  • Users value the guaranteed cost savings and transparency in billing, making financial planning easier with CloudKeeper.
Cons
  • Users feel the limitations on AWS control hinder autonomy, impacting the management of their AWS environment.
  • Users find the dashboard disconnected and challenging to navigate, particularly with BigQuery analysis, impacting their experience.
  • Users feel the lack of tagging features limits resource identification and cost analysis in CloudKeeper.
  • Users express frustration with poor customer support, highlighting delays and a lack of responses to inquiries.
  • Users experience inadequate access control due to the absence of SSO and limitations with AWS management.

What Are Recent G2 Reviews of CloudKeeper?

What Are G2 Users Discussing About CloudKeeper?

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: 96

How Do G2 Users Rate SAP Business Data Cloud?

  • Cloud Optimization: 8.7/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 8.6/10 (Category avg: 8.7/10)
  • Quality of Support: 8.2/10 (Category avg: 9.0/10)
  • Security Management: 8.4/10 (Category avg: 9.1/10)

Who Is the Company Behind SAP Business Data Cloud?

  • Seller: SAP
  • Company Website:
  • Year Founded: 1972
  • HQ Location: Walldorf
  • LinkedIn® Page: www.linkedin.com
    149,349 employees on LinkedIn®
  • Ownership: NYSE:SAP

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 43% Large, 28% Small

What Do G2 Reviewers Say About SAP Business Data Cloud?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of SAP Business Data Cloud, enhancing seamless data access and integration across systems.
  • Users appreciate the robust functionality of SAP Business Data Cloud for seamless data governance and integration across various sources.
  • Users appreciate the seamless integration capabilities of SAP Business Data Cloud, enhancing data governance and analytics efficiency.
  • Users appreciate the seamless data discovery capabilities of SAP Business Data Cloud, enhancing trust and efficiency across the organization.
  • Users value the seamless integration of SAP Business Data Cloud, which simplifies access to reliable data across systems.
Cons
  • Users find the complexity of setup and learning curve challenging, requiring significant effort and training to navigate.
  • Users face a difficult learning curve with SAP Business Data Cloud, complicating the adoption process and integration efforts.
  • Users often face integration issues with non-SAP systems, requiring extra effort for seamless configuration and management.
  • Users note that the cost considerations for SAP Business Data Cloud can be a significant barrier for smaller teams.
  • Users struggle with the learning curve of SAP Business Data Cloud, finding it complex and challenging for new users.

What Are Recent G2 Reviews of SAP Business Data Cloud?

AWS Compute Optimizer

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

Who Is the Company Behind AWS Compute Optimizer?

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 easy-to-use dashboard straightforward, with visualized recommendations enhancing understanding and implementation.
  • Users find AWS Compute Optimizer to be very easy to use, with a straightforward dashboard and clear visual recommendations.
  • Users love the user-friendly interface of AWS Compute Optimizer, which simplifies understanding and acting on recommendations.

What Are Recent G2 Reviews of AWS Compute Optimizer?

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: 299

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: 9.0/10)
  • Security Management: 8.5/10 (Category avg: 9.1/10)

Who Is the Company Behind Rubrik?

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

Who Uses This Product?

  • Who Uses This: Network Engineer, System Administrator
  • Top Industries: Information Technology and Services, Hospital & Health Care
  • Company Size: 46% Large, 35% Medium

What Do G2 Reviewers Say About Rubrik?

AI-generated summary from verified user reviews

Pros
  • Users find Rubrik to be incredibly easy to use, providing intuitive management and reliable backup solutions.
  • Users value Rubrik for its user-friendly backup solutions, ensuring reliable and secure data management with peace of mind.
  • Users appreciate the reliability of Rubrik, benefiting from consistent backups and unmatched peace of mind.
  • Users value the consistent and reliable backups of Rubrik, ensuring peace of mind and efficient data management.
  • Users appreciate the intuitive user interface of Rubrik, finding it easy to manage and secure their data.
Cons
  • Users find Rubrik's high cost challenging, especially for smaller teams and when scaling in hybrid environments.
  • Users express a need for more features and enhancements in Rubrik, indicating current offerings are insufficient.
  • Users find the complexity of Rubrik's installation and restore processes overwhelming, especially for beginners.
  • Users find it challenging to manage cost control with Rubrik, especially in larger multi-cloud environments.
  • Users find Rubrik lacking in missing features, wishing for more analytics and support for various databases.

What Are Recent G2 Reviews of Rubrik?

What Are G2 Users Discussing About Rubrik?

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: 233

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: 9.0/10)
  • Security Management: 8.9/10 (Category avg: 9.1/10)

Who Is the Company Behind IBM Cloudability?

Who Uses This Product?

  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 64% Large, 18% Medium

What Do G2 Reviewers Say About IBM Cloudability?

AI-generated summary from verified user reviews

Pros
  • Users commend the ease of use of IBM Cloudability, highlighting its straightforward setup and efficient cloud spend management.
  • Users appreciate the cost transparency and management capabilities of IBM Cloudability, enhancing cloud spending efficiency across teams.
  • Users value the improved reporting and chargeback capabilities of IBM Cloudability for enhanced financial accountability.
  • Users value the enhanced reporting capabilities of IBM Cloudability, facilitating effective cost management and insight generation.
  • Users value IBM Cloudability for its effective cost tracking, providing a comprehensive view of expenditures across providers.
Cons
  • Users note missing features in IBM Cloudability, particularly in data reliability and cost analysis capabilities.
  • Users note the cost management features lack essential data, impacting the completeness of their analysis in IBM Cloudability.
  • Users face significant complexity in navigation and setup with IBM Cloudability, which frustrates non-expert users.
  • Users experience inadequate reporting in IBM Cloudability, limiting customization and essential insights for better resource management.
  • Users report integration issues with IBM Cloudability, hindering functionality and optimization across tools and data sources.

What Are Recent G2 Reviews of IBM Cloudability?

What Are G2 Users Discussing About IBM Cloudability?

PointFive

PointFive makes enterprises more efficient across cloud, data, AI, and agents. PointFive has two complementary products: PointFive OS, the agentic FinOps platform for cloud, data, and AI, and TokenShift, the AI agent control plane for your employee workstations. PointFive OS - The agentic FinOps platform for your cloud, data, and AI - Detects waste with 500+ deep detections (DeepWaste) across 50+ platforms, including AWS, Azure, Google Cloud, OCI, Kubernetes (EKS, AKS, GKE), Snowflake, Databricks, BigQuery, ClickHouse, MongoDB, Anthropic, OpenAI and Datadog. - Traces every finding to its technical cause, then fixes it through Chat (with the Pointer agent), Coworkers and Apps. - Covers commitments: one view of RIs, Savings Plans and CUDs, effective savings rate, expiring commitments and coverage recommendations. - Remediation on your terms: generate fixes in your IDE, or delegate the ongoing work to Coworkers. Discovery uses read-only access, and each customer chooses how changes are approved: per change, once for a trusted playbook, or not at all. TokenShift - The AI agent control plane for your employee workstations - Runs natively on employee workstations and sees what AI agents do there, across Claude Code, Codex, Cursor, GitHub Copilot CLI, OpenCode and Devin. - See: what every agent did, across every tool, tied to person, repo, PR and ticket. - Control: allow or block models, MCP servers, tools and skills on the workstation, control what leaves the machine, and set budgets that warn, block or need approval. - Coach: make every person better at working with AI agents, with guidance in the moment and insights at PR, branch and cache level. - Data is processed on the device. TokenShift works alongside your gateway. Customers include Fortune 500 enterprises, Nubank ($8.2M saved in 9 months) and Dolby. PointFive is a FinOps Foundation member, a Governing Board member of the Linux Foundation's Tokenomics Foundation, and is available on AWS Marketplace and Microsoft Azure Marketplace.

Average Rating: 4.9/5.0

Total Reviews: 35

How Do G2 Users Rate PointFive?

  • Cloud Optimization: 9.4/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 7.5/10 (Category avg: 8.7/10)
  • Quality of Support: 9.8/10 (Category avg: 9.0/10)
  • Security Management: 8.6/10 (Category avg: 9.1/10)

Who Is the Company Behind PointFive?

  • Seller: PointFive
  • Company Website:
  • Year Founded: 2023
  • HQ Location: New York City, US
  • LinkedIn® Page: www.linkedin.com
    138 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Computer Software
  • Company Size: 57% Large, 34% Medium

What Do G2 Reviewers Say About PointFive?

AI-generated summary from verified user reviews

Pros
  • Users find that PointFive provides actionable insights that significantly reduce time spent on investigating savings opportunities.
  • Users value the time-saving benefits of PointFive, praising its detailed analysis and efficient recommendations for savings.
  • Users praise PointFive for its effective cost reduction, simplifying savings investigations and streamlining the entire process.
  • Users value PointFive for its time-saving features, simplifying cloud cost management and enhancing overall efficiency.
  • Users enjoy the intuitive interface of PointFive, making it straightforward to manage savings and insights effortlessly.
Cons
  • Users feel the user interface could be improved, leading to confusion and difficulties in filtering and reporting.
  • Users find the user interface confusing, particularly with the poweruser query language being tricky to navigate.
  • Users find the interface and report building difficult, affecting their overall experience with PointFive.
  • Users note inadequate reporting capabilities on PointFive, as crucial datasets for managing FinOps are lacking.
  • Users note the insufficient documentation for advanced features, which hinders adoption and management of FinOps effectively.

What Are Recent G2 Reviews of PointFive?

Control Plane

Control Plane is a cloud virtualization platform that enables devops teams to compose any combination of cloud infrastructure (bare metal, VMs, k8s, AWS, GCP, Azure, OCI) into one or more AI-native virtual clouds. Applications run at 99.999% availability, backed by an SLA, without added infrastructure complexity. Organizations use it to cut infrastructure costs by 30–50%, eliminate vendor lock-in, and securely deploy workloads, VMs, and AI agents across single-cloud, multi-cloud, hybrid, and on-prem environments from a single AI-enabled interface. SOC 2 Type II, PCI DSS Level 1, HIPAA, and GDPR compliant.

Average Rating: 4.8/5.0

Total Reviews: 19

How Do G2 Users Rate Control Plane?

  • Cloud Optimization: 10.0/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 10.0/10 (Category avg: 8.7/10)
  • Quality of Support: 9.9/10 (Category avg: 9.0/10)
  • Security Management: 10.0/10 (Category avg: 9.1/10)

Who Is the Company Behind Control Plane?

Who Uses This Product?

  • Company Size: 60% Small, 35% Medium

What Are Recent G2 Reviews of Control Plane?

DoiT Cloud Intelligence

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: 8.7/10)
  • Quality of Support: 8.8/10 (Category avg: 9.0/10)
  • Security Management: 7.4/10 (Category avg: 9.1/10)

Who Is the Company Behind DoiT Cloud Intelligence?

  • Seller: DoiT
  • Year Founded: 2011
  • HQ Location: Santa Clara, US
  • LinkedIn® Page: www.linkedin.com
    770 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 value the exceptionally responsive customer support of DoiT Cloud Intelligence, enhancing their overall experience and efficiency.
  • Users value the team expertise at DoiT Cloud Intelligence, noting their proactive support and expert consultancy.
  • Users highlight the exceptional customer support from DoiT, greatly enhancing their overall experience and productivity.
  • Users value the transparency and efficiency of DoiT Cloud Intelligence in managing cloud resources and costs.
  • Users appreciate the proactive support and comprehensive tools from DoiT, enhancing cloud management and cost optimization.
Cons
  • Users are frustrated by cost escalation fees for support tickets, leading to concerns about affordability and service access.
  • Users find DoiT Cloud Intelligence to be expensive, particularly due to high costs for support ticket escalation.
  • Users find the billing process complicated, leading to confusion and frustration with their overall experience.
  • Users find the system complex, requiring significant time to master even the basic functionalities.
  • Users find the difficult learning curve of DoiT Cloud Intelligence challenging, taking months to grasp basic functionalities.

What Are Recent G2 Reviews of DoiT Cloud Intelligence?

nOps

With nOps, ensure every dollar you spend on AI and cloud delivers maximum value. nOps provides automated cost visibility and optimization that delivers industry-leading cloud savings without operational overhead or long-term commitment risk. The nOps platform includes: Commitment Management: autonomous rate optimization for AWS, Azure, GCP to maximize savings and flexibility Cost Visibility & Allocation: Understand which teams, products and features are driving spend for Multicloud, AI, Kubernetes, and SaaS — with anomaly detection, budgeting, forecasting and reporting AI Insights: analytics and optimization recommendations for token usage, model substitution, cache optimization, provisioned throughput and batch processing The time to value is 30 minutes to get started and receive a free Savings Analysis.

Average Rating: 4.7/5.0

Total Reviews: 150

How Do G2 Users Rate nOps?

  • Cloud Optimization: 9.0/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 8.8/10 (Category avg: 8.7/10)
  • Quality of Support: 9.4/10 (Category avg: 9.0/10)
  • Security Management: 9.2/10 (Category avg: 9.1/10)

Who Is the Company Behind nOps?

  • Seller: nOps
  • Company Website:
  • Year Founded: 2017
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    188 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, CTO
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 52% Small, 41% Medium

What Do G2 Reviewers Say About nOps?

AI-generated summary from verified user reviews

Pros
  • Users highlight the significant cost savings from nOps, enhancing financial visibility and efficiency in AWS management.
  • Users highlight the immediate cost savings nOps offers, effectively reducing expenses while improving visibility in AWS environments.
  • Users value the effective cost management of nOps, achieving significant savings while enhancing visibility across AWS organizations.
  • Users value the ease of use of nOps, facilitating integration and navigation while enhancing cost-saving strategies.
  • Users appreciate the time-saving benefits of nOps, allowing them to focus on core strategies while cutting costs.
Cons
  • Users note the complexity of earlier dashboard versions, highlighting improvements in navigation with updates.
  • Users noted that while dashboard navigation issues existed in earlier versions, recent updates have improved usability.
  • Users find the difficult navigation in earlier versions of nOps frustrating, despite improvements in later updates.
  • Users find the inadequate reporting features limiting without subscribing to advanced options, affecting overall utility.
  • Users find the insufficient documentation a bit unclear at times, though it's somewhat typical in the industry.

What Are Recent G2 Reviews of nOps?

What Are G2 Users Discussing About nOps?

Hyperglance

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: 4.5/5.0

Total Reviews: 87

How Do G2 Users Rate Hyperglance?

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

Who Is the Company Behind Hyperglance?

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 49% Small, 34% Medium

What Do G2 Reviewers Say About Hyperglance?

AI-generated summary from verified user reviews

Pros
  • Users value the automated, real-time architecture diagrams of Hyperglance for effective cloud monitoring and troubleshooting.
  • Users highlight the automated, real-time architecture diagrams as a key feature for understanding complex cloud environments.
  • Users appreciate the clear and actionable visualizations from Hyperglance, simplifying complex infrastructure and enhancing monitoring.
  • Users appreciate the quick detection of cloud resource relationships in Hyperglance, enhancing troubleshooting and operational insight.
  • Users value the enhanced security and compliance features of Hyperglance, ensuring safe multi-cloud operations with real-time insights.
Cons
  • Users find Hyperglance's pricing prohibitive, especially for smaller businesses with limited budgets, impacting its accessibility.
  • Users find the steep learning curve and overwhelming UI density challenging, hindering quick mastery and navigation.
  • Users find the complexity of initial setup and steep learning curve challenging before fully leveraging Hyperglance.
  • Users find pricing issues with Hyperglance, making it less accessible for smaller teams with limited budgets.
  • Users report slow performance with Hyperglance, particularly when visualizing large environments or during initial setup.

What Are Recent G2 Reviews of Hyperglance?

What Are G2 Users Discussing About Hyperglance?

Azure Advisor

Azure Advisor is a free, personalized cloud consultant designed to help organizations optimize their Azure deployments. By analyzing resource configurations and usage telemetry, it provides actionable recommendations to enhance reliability, security, operational excellence, performance, and cost efficiency. This proactive guidance enables users to maximize the value of their Azure investments while adhering to best practices. Key Features and Functionality: - Comprehensive Recommendations: Advisor offers tailored suggestions across five critical areas: reliability, security, performance, operational excellence, and cost. - Customizable Targeting: Users can configure Advisor to focus on specific subscriptions and resource groups, ensuring that recommendations are relevant to their most critical assets. - Multiple Access Points: Advisor is accessible through the Azure portal, Azure Command Line Interface (CLI), and the Advisor API, providing flexibility in how users interact with the service. - Alert Notifications: The service can be set up to send alerts about new recommendations, keeping users informed about potential optimizations. - Advisor Score: This feature assesses how well workloads align with Azure best practices, offering a centralized dashboard to monitor and track optimization progress. Primary Value and Problem Solved: Azure Advisor addresses the challenge of efficiently managing and optimizing cloud resources by providing personalized, actionable insights. It helps organizations reduce costs, enhance security, improve performance, and ensure the reliability of their applications. By consolidating best practices and recommendations into a single platform, Advisor simplifies the optimization process, enabling users to make informed decisions and maintain well-architected cloud environments.

Average Rating: 4.6/5.0

Total Reviews: 13

How Do G2 Users Rate Azure Advisor?

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

Who Is the Company Behind Azure Advisor?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • LinkedIn® Page: www.linkedin.com
    232,750 employees on LinkedIn®
  • Ownership: MSFT
  • Phone: +1 (877) 276-2464

Who Uses This Product?

  • Company Size: 47% Large, 33% Medium

What Do G2 Reviewers Say About Azure Advisor?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the constant review and actionable insights provided by Azure Advisor for optimizing their cloud setup.
  • Users value the efficiency of Azure Advisor, benefiting from tailored insights for cost-saving and performance optimization.
  • Users love the free architecture reviews from Azure Advisor, helping to optimize setup and enhance performance effortlessly.
  • Users appreciate the performance enhancement provided by Azure Advisor, ensuring smooth operations and optimized resource use.
  • Users value the money-saving recommendations from Azure Advisor, enhancing efficiency and resource allocation effectively.
Cons
  • Users face insufficient guidance in achieving a complete view of resources and implementing recommendations effectively.
  • Users find the limited automation of Azure Advisor challenging, making resource management and cleanup cumbersome and manual.
  • Users find the limited customization of Azure Advisor restricts effective management and automation of their resources.
  • Users face limited visibility into idle resources across subscriptions, making management and automation challenging.
  • Users struggle with update issues, facing fragmented data and manual actions needed for implementing recommendations effectively.

What Are Recent G2 Reviews of Azure Advisor?

What Are G2 Users Discussing About Azure Advisor?

Rachana Hasyagar
RH
Researched and written by Rachana Hasyagar
Updated October 3, 2024

Learn More 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, cloud infrastructure monitoring software, cloud infrastructure automation software, and more. CMPs are designed to integrate with a variety of 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: 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 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, but the latter is used to monitor and manage spending on cloud applications rather than infrastructure.

Cloud infrastructure monitoring software: 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 or cloud cost management software. Those tools, however, perform more individualized and specific management capabilities and may not provide adequate or necessary monitoring capabilities.

Cloud infrastructure automation software: 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 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, Azure management, Google Cloud Platform (GCP) management, 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 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.