Total Products under this Category: 192
Last updated: August 04, 2026
Why You Can Trust G2's Software 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.
Highlighted products: Google Compute Engine, Ubuntu, Flexera One, Cast AI, 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=google-compute-engine&focus%5B%5D=ubuntu&focus%5B%5D=flexera-one&focus%5B%5D=cast-ai&focus%5B%5D=cloudkeeper&focus%5B%5D=sap-business-data-cloud&focus%5B%5D=aws-compute-optimizer&focus%5B%5D=rubrik)
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Cast AI is an automation platform for operating cloud-native and AI infrastructure at scale. It keeps applications fast and stable by continuously optimizing production systems and eliminating manual operations as environments scale.
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
AI-generated summary from verified user reviews
Rating: 5.0/5.0 stars
— ANUJ J.
"Easy Setup, Flexible Instances, and Great Value on Google Compute Engine"
Rating: 5.0/5.0 stars
— Matthew C.
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: 2,346
AI-generated summary from verified user reviews
"Ubuntu: Flexible, free, and perfect for learning programming"
Rating: 5.0/5.0 stars
— Andrey S.
"Stable, Customizable, and Great for Development—Ubuntu Delivers"
Rating: 4.5/5.0 stars
— Muhammed A.
Cast AI is an automation platform for operating cloud-native and AI infrastructure at scale. It keeps applications fast and stable by continuously optimizing production systems and eliminating manual operations as environments scale.
Average Rating: 4.6/5.0
Total Reviews: 201
AI-generated summary from verified user reviews
"Cast AI Simplifies Kubernetes Cost Optimization with Clear Insights and Smooth Integration"
Rating: 4.0/5.0 stars
— Muhammed A.
"Automated Kubernetes Optimization with Clear Cost Visibility and Real Savings"
Rating: 4.5/5.0 stars
— Ankit K.
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: 307
AI-generated summary from verified user reviews
Rating: 4.5/5.0 stars
— Dhirendra K.
"Excellent Cloud Visibility and Cost Control Made Easy"
Rating: 4.5/5.0 stars
— Sachin B.
SAP Business Data Cloud is a fully managed software-as-a-service (SaaS) solution that unifies and governs SAP data and connects with third-party data. As an evolution of the company's data, planning, and analytics solutions, SAP Business Data Cloud brings together SAP Datasphere, SAP Analytics Cloud, and SAP Business Warehouse with a unified experience that delivers insights across all lines of business. In addition, SAP Databricks is natively available in Business Data Cloud - bringing the power of Databricks Data Intelligence Platform capabilities to the product. SAP Business Data Cloud connects data by leveraging business data fabric principles, making it easier to discover, share, govern, and model this data. It includes SAP Databricks as a first-party data service. The platform combines prebuilt applications and data products across all lines of business. It provides fully managed, curated data products across all lines of business and eliminate the costs of data extracts. Users can build on SAP’s curated data products with their domain expertise, and deliver Intelligent Applications through the Business Data Cloud ecosystem. These intelligent applications are adaptive, AI-powered applications that learn from your data, understand business context, and act on your behalf to transform business outcomes.
Average Rating: 4.2/5.0
Total Reviews: 75
AI-generated summary from verified user reviews
Rating: 4.0/5.0 stars
— Maria Francesca I.
"Centralized Data Management with User-Friendly UI"
Rating: 4.0/5.0 stars
— Tejas Kumar V.
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
AI-generated summary from verified user reviews
"Great tool, highly recommended"
Rating: 5.0/5.0 stars
— Natasha B.
"Easy to Use, Multi-Cloud Visualizations and operational features."
Rating: 5.0/5.0 stars
— Pratik K.
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
AI-generated summary from verified user reviews
"Transforms Cloud Operations with Real-Time Visibility and Simplicity"
Rating: 5.0/5.0 stars
— Leela Sai Krishna B.
"Revolutionized Cloud Visualization and Management"
Rating: 4.5/5.0 stars
— Samiksha C.
IBM Turbonomic, now part of the Concert platform, is a real-time application resource management platform designed to help users optimize and manage resources across hybrid and multi-cloud environments. This innovative solution continuously analyzes application performance and resource utilization, automating critical resourcing decisions to ensure optimal application performance while minimizing costs associated with cloud and infrastructure resources. IBM Turbonomic addresses the challenges of managing complex, dynamic environments. As organizations increasingly adopt hybrid and multi-cloud strategies, the need for effective resource management becomes paramount. Turbonomic provides a comprehensive approach to performance management by analyzing the entire technology stack, identifying inefficiencies, and uncovering dependencies that can impact application performance. This proactive management capability allows organizations to maintain high service levels while controlling costs. One of the key features of IBM Turbonomic is its ability to continuously adjust application resources in real time. By monitoring resource utilization and application performance, Turbonomic prevents performance degradation and overprovisioning. This dynamic adjustment ensures that applications receive the necessary resources when needed, which is crucial for maintaining optimal performance levels. Additionally, the platform automates resource decisions such as scaling and placement, allowing organizations to focus on strategic initiatives rather than manual resource management tasks. Turbonomic customers report an average 33% reduction in cloud and infrastructure waste without impacting application performance, and return-on-investment of 471% over three years. IBM Turbonomic is also available on AWS Marketplace. By leveraging Turbonomic, businesses can ensure that their applications run smoothly, resources are utilized effectively, and costs are kept in check, all while maintaining a focus on innovation and growth. For further information, please visit www.ibm.com/products/turbonomic
Average Rating: 4.4/5.0
Total Reviews: 288
AI-generated summary from verified user reviews
"Advanced Infrastructure Optimizer with challenging configuration requirements."
Rating: 4.0/5.0 stars
— Pardeep J.
"Smarter Resource Optimization with Real-Time Automation"
Rating: 5.0/5.0 stars
— Bishal D.
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
AI-generated summary from verified user reviews
"Reliable and knowledgable partners"
Rating: 5.0/5.0 stars
— James Y.
"Trusted Cloud Partner with valuable cloud intelligence capabilities"
Rating: 5.0/5.0 stars
— Martin L.
IBM Cloudability is built to support the organizational adoption of FinOps—the cultural practice and operational process of bringing financial accountability to the scalable, variable, and distributed nature of cloud and related costs. Its enterprise-grade FinOps features enable IT, finance, and business teams to optimize cloud, AI and Kubernetes costs and communicate the business value of these investments. Cloudability normalizes and structures billing and usage data from across public cloud ecosystems. Its robust set of capabilities enable teams to: • Fully allocate cloud spend, including containers and AI related costs, and support charges—enabling chargeback across the business and continuous improvements to cloud unit economics • Estimate workload costs, build budgets and create driver-based forecasts that surface variance details while tracking spend to plan • Automatically optimize cloud costs via industry-leading rightsizing and commitment recommendations, allowing you to reduce operating expenses and fund future innovation investments • Make decisions with speed and confidence, powered by team ownership of cloud spend • Allocate shared costs, like specialized technology, labor and vendors, to extend FinOps and accountability to the total cost of running cloud • Support FinOps organizations in Federal agencies via FedRAMP authorized IBM Cloudability for US Federal • Enable Managed Services Providers to ingest, structure, and customize billing data via IBM Cloudability MSP Cloudability enables practitioners with the capabilities they need to drive FinOps forward— with financial accountability, optimized cloud spend and a roadmap for FinOps maturity. With over 10 years of accumulated expertise and innovation, Cloudability is the category pioneer and market leader dedicated to helping you excel at FinOps.
Average Rating: 4.2/5.0
Total Reviews: 202
AI-generated summary from verified user reviews
"Effective for Cloud Cost Optimization, Minor Hurdles"
Rating: 4.0/5.0 stars
— anirban c.
"Granular Visibility and Ease of Use, But Setup Can Improve"
Rating: 4.0/5.0 stars
— Raghav M.
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: 4.8/5.0
Total Reviews: 132
AI-generated summary from verified user reviews
"Flexible AWS RI/SP Management That Adapts to Changing Usage"
Rating: 5.0/5.0 stars
— Joseph D.
"Our source of truth for AWS cost - down to the container"
Rating: 4.5/5.0 stars
— Verified User in Oil & Energy
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. 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: 10
"Control Plane: Fast Support, Cost Savings, and Secure Multi-Cloud Access"
Rating: 5.0/5.0 stars
— Stephen B.
"The platform I bring to every company I join"
Rating: 5.0/5.0 stars
— Adam R.
Uniskai, named Cloud Project of the Year, is an all-in-one FinOps platform designed to optimize cloud costs and operations for startups, small businesses, and medium-sized enterprises. It provides real-time visibility, cost-saving automation, and full Kubernetes support, simplifying cloud management across multi-cloud environments like AWS, Azure, and GCP.With its comprehensive functionality, Uniskai helps companies streamline operations, reduce expenses, and scale effectively. Key Features and Benefits - All-in-One Solution: Combines cost management, Kubernetes optimization, and multi-cloud resource control in a single platform. - Real-Time Cloud Visibility: An intuitive dashboard to monitor cloud usage and spending, enabling data-driven decisions. - AI-Driven Cost Optimization: Reduces costs by up to 75% with intelligent recommendations for rightsizing, waste elimination, and resource allocation. - Unisave for Cost Savings: Provides commitment-free, risk-free optimization, allowing businesses to achieve significant savings without upfront investments. - Automation Tools: Features like Cloudsitter and Waste Manager automate resource scheduling, waste reduction, and operational workflows. - Enhanced Security: Strengthens cloud operations with tools to address vulnerabilities, ensure compliance, and maintain a secure environment. - Full Kubernetes Support: Offers advanced capabilities to optimize Kubernetes resources for efficient and cost-effective deployments. Primary Use Cases Uniskai supports startups, small businesses, and medium-sized enterprises managing complex cloud environments. It enables them to reduce costs, streamline workflows, and focus on growth, making it ideal for FinOps professionals, CTOs, and DevOps teams. Value to Users Uniskai simplifies cloud and Kubernetes management by providing AI-driven insights and automation. Its all-in-one approach empowers organizations to reduce costs, optimize resources, and drive innovation.
Average Rating: 4.8/5.0
Total Reviews: 31
AI-generated summary from verified user reviews
"The product was excellent, the integration was completed quickly, and the insights were clear."
Rating: 5.0/5.0 stars
— Tal S.
"Crystal Clear Cloud Cost Visibility"
Rating: 5.0/5.0 stars
— Ezequiel B.
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
AI-generated summary from verified user reviews
"Kubex Delivers Smart Resizing Insights with a Much-Improved UI"
Rating: 5.0/5.0 stars
— Verified User in Insurance
"Responsive UX, Powerful Drill-Downs, and Collaborative Support from Kubex"
Rating: 5.0/5.0 stars
— Verified User in Computer Software
Togglr is a unique first-of-its-kind Digital Services Platform for Hybrid Multi-Cloud Management and Deployment. The platform enables users to Cloud Migrate from one Cloud provider to another or from On-Premise to a Cloud Provider. It is a collaborative Cloud system, where Migration, Disaster recovery & Backup, Orchestration and Analytical functionalities are managed and interfaced on a single digital platform. This all-in-one digital Cloud model enables a dynamic digital transformation apart from reducing data loss and downtime. Our seamless Migration system facilitates to Migrate & to Manage Hybrid workload across multiple Clouds or Data Centres.
Average Rating: 5.0/5.0
Total Reviews: 14
AI-generated summary from verified user reviews
"Togglr assists our business with cloud security"
Rating: 5.0/5.0 stars
— Onur B.
Rating: 5.0/5.0 stars
— Dennis H.