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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.
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)
Sponsored
Compute Engine is Google's infrastructure as a service (IaaS) platform for organizations to create and run cloud-based virtual machines.
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
AI-generated summary from verified user reviews
"Personalise recommendation provider for Azure Cloud"
Rating: 4.5/5.0 stars
— Pawan K.
"Azure Advisor - A great tool for cost and performance optimization"
Rating: 4.0/5.0 stars
— Himank J.
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
FortiGate Cloud is a cloud-based software-as-a-service platform designed to streamline the management, reporting, and analytics of FortiGate Next-Generation Firewalls and associated devices. It simplifies network operations by offering centralized configuration management, zero-touch provisioning, and comprehensive visibility into the security posture of small to medium-sized businesses. Key Features and Functionality: - Centralized Management: Provides a unified interface to manage FortiGate devices, FortiSwitches, FortiAPs, and FortiExtenders, allowing for efficient configuration, policy management, and firmware upgrades. - Zero-Touch Provisioning: Enables rapid deployment of devices without manual intervention, reducing setup time and potential configuration errors. - Security Analytics and Reporting: Offers real-time and historical views of network traffic, threats, applications, and system events, with logs stored in the cloud for up to one year. Pre-defined reports assist in compliance and provide actionable insights. - Multi-Tenancy Support: Facilitates management of multiple customers or business units through FortiCloud Organizations, ensuring data separation and privacy compliance. Primary Value and User Solutions: FortiGate Cloud addresses the complexities of network security management by offering a scalable, cloud-based solution that reduces the operational burden on IT teams. It enhances security posture through centralized policy enforcement and comprehensive visibility, enabling businesses to detect and mitigate threats effectively. By simplifying deployment and ongoing maintenance, FortiGate Cloud allows organizations to focus on their core operations while ensuring robust network security.
Average Rating: 4.6/5.0
Total Reviews: 15
"Excellent Security Solution- FortiGate Cloud"
Rating: 4.5/5.0 stars
— Amar Y.
Rating: 4.5/5.0 stars
— Sneha P.
For customers who want to simplify complex and distributed environments across on-premises, edge and multicloud, Azure Arc enables deployment of Azure services anywhere and extends Azure management to any infrastructure.
Average Rating: 4.4/5.0
Total Reviews: 27
"Azure Arc Unleashed - A Seamless Cloud Management Marvel"
Rating: 4.5/5.0 stars
— Amit s.
""Comprehensive Overview of Azure Arc: Bridging the Gap for Hybrid and Multi-Cloud Management""
Rating: 4.0/5.0 stars
— Mahavir R.
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.
In an always-on, hyper-distributed world where your teams, tools, infrastructure and apps need to always work in perfect harmony, faster than ever before. Cisco Intersight is a modular cloud operations platform that can bring them together, wherever they are, so you can simplify your hybrid IT world and spend your time on what's important - driving your business forward. Visualize, optimize and orchestrate applications and infrastructure across public cloud and on-premises environments.
Average Rating: 4.5/5.0
Total Reviews: 12
"Cisco Intersight Services: A Powerful, Reliable and Must-Have Solution for Every Company"
Rating: 5.0/5.0 stars
— Ahmed M.
"Cisco Intersight Services Has Been a Reliable and Easy to Manage Solution"
Rating: 5.0/5.0 stars
— Janet C.
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.
Turbo360 is an advanced Cloud Management platform designed to help users optimize their Azure environments through significant cost savings and comprehensive infrastructure monitoring. This solution caters specifically to organizations utilizing Azure, providing tools that facilitate effective financial operations (FinOps) and enhance overall resource management. With Turbo360, businesses can achieve substantial annual savings while ensuring their cloud infrastructure runs efficiently and effectively. The platform is particularly beneficial for IT teams, financial analysts, and cloud architects who require a detailed understanding of their Azure spending and resource utilization. By offering advanced cost monitoring and granular analysis, Turbo360 enables users to identify inefficiencies and implement strategic recommendations for resource optimization. This capability is crucial for organizations looking to maximize their return on investment (ROI) in Azure while maintaining control over their cloud expenditures. Turbo360's key features include unparalleled visibility into Azure spending, allowing users to analyze costs across different tenants, teams, and business units. This level of insight is essential for eliminating wasteful spending, as the platform provides actionable recommendations for rightsizing resources, purchasing reserved instances, and implementing auto-pausing of resources during non-business hours. Such features not only contribute to cost reductions but also promote a culture of financial accountability within the organization. In addition to cost management, Turbo360 enhances incident resolution by linking monitoring alerts to specific business units. This integration allows for quicker remediation of issues, as users can access a consolidated report highlighting critical problems across Azure services. By streamlining the troubleshooting process, organizations can reduce incident resolution times by up to 80%, ensuring that their cloud operations remain uninterrupted and efficient. Furthermore, Turbo360 supports end-to-end business tracking by providing context over messages flowing through complex Azure and hybrid integrations. This capability is vital for effectively tracking and addressing critical issues that may arise within the infrastructure. Additionally, the platform offers auto-generated documentation on resource usage, cost, and security, along with editable network diagrams for easy sharing with stakeholders. This feature ensures that all relevant parties have access to accurate information, fostering transparency and informed decision-making within the organization.
Average Rating: 4.8/5.0
Total Reviews: 61
AI-generated summary from verified user reviews
"Exceptional tool that caters to both Monitoring and Observability Requirements"
Rating: 5.0/5.0 stars
— Verified User in Computer Software
Rating: 5.0/5.0 stars
— James R.
PerfectScale by DoiT Kubernetes (K8s) Optimization and Governance Platform makes it easy for DevOps, Platform Engineering, and SRE professionals to improve the cost-effectiveness and stability of their complete K8s environment. As the industry's only solution combining AI with production-ready automation, K8s environments are safely and effortlessly right-sized for peak resilience and availability, to eliminate wasted resources and cost, and to minimize carbon emissions. As a Gartner Cool Vendor for Container Management, PerfectScale continuously optimizes every layer of your K8s stack, guaranteeing your environment is always perfectly scalable to meet demand. Key Platform Capabilities: - A unified platform to optimize the cost and performance of your complete K8s stack. - Autonomous container and workload right-sizing (including ephemeral,ML, and Java containers). - Node-level visibility and optimization insights (including autoscaling configurations). - Revision-aware automation aligns continuous optimization with continuous delivery. - Real-time resilience risk and cost anomaly detection. - Granular visibility, in-depth insight and costs, waste, and risk trend analysis over time. - Customizable alerting and ticketing that integrates directly into communication and collaboration tools. - OOTB integrations with JIRA, Slack, Teams, Datadog, Grafana, Okta, Prometheus, and more. Get started with PerfectScale for free. It deploys in minutes and instantly starts reducing Kubernetes costs and improving performance with minimal footprint on your environment. Get started today at perfectscale.io!
Average Rating: 4.6/5.0
Total Reviews: 21
AI-generated summary from verified user reviews
"PerfectScale makes Kubernetes optimization effortless and insightful"
Rating: 5.0/5.0 stars
— Tomer S.
"Brings great visibility on kubernetes clusters in all aspects of cost savings"
Rating: 4.0/5.0 stars
— Ron C.
Utho, India's leading public cloud provider, empowers businesses to break free from vendor lock-in, slow speed, high cost, and complexity with simple, secure, and reliable cloud solutions. With a decade of experience, we prioritize simplicity, security, and customer-centric support. Utho operates 7+ datacenters, enabling customers to deploy cloud resources with minimal latency. Serving over 22,000 customers, including prominent names such as Exotel, Ameyo, MyOperator, Yatra, Honeywell, Maruti Suzuki, and more, we are committed to transforming your business and elevating you to new heights of success with cutting-edge cloud solutions, reducing cloud costs by 60%. #utho #uthocloud #cloud #cloudcomputing #microhostcloud #microhost
Average Rating: 4.8/5.0
Total Reviews: 174
AI-generated summary from verified user reviews
"Smooth Deployment, Great Performance"
Rating: 4.0/5.0 stars
— K.n T.
"Value-For-Money with Excellent UX and Support"
Rating: 5.0/5.0 stars
— Riyash H.
Zesty helps organizations boost efficiency with its Kubernetes optimization platform. Through intelligent automation and a multi-layer optimization approach, Zesty unifies real-time resource and commitment optimization in a single platform, enabling FinOps and DevOps teams to reduce costs while maintaining peak performance. Vertical rightsizing, horizontal scaling, storage and commitment coverage are continuously co-optimized based on on actual workload demand to maximize resource efficiency. To learn more, visit https://zesty.co/.
Average Rating: 4.8/5.0
Total Reviews: 80
"Zesty allows us to improve our instance coverage and save costs."
Rating: 4.0/5.0 stars
— Jorge M.
"A great tool to cut down on extra AWS costs!"
Rating: 5.0/5.0 stars
— Aumkar P.
Pepperdata Capacity Optimizer is the only real-time, automated cost optimization solution for Spark workloads that can immediately save you up to 47%. By instructing the scheduler to consider the actual resource utilization instead of allocated resources, Capacity Optimizer reclaims waste, maximizes resources utilization, and optimizes autoscaling in the cloud. It operates autonomously, continuously, and in real time to reclaim application waste.
Average Rating: 4.6/5.0
Total Reviews: 39
AI-generated summary from verified user reviews
"Great Easy to use Product. A must for ETL and Big Data"
Rating: 4.5/5.0 stars
— Verified User in Banking
"PepperData- a tool for performance"
Rating: 5.0/5.0 stars
— akash v.
With cloud spend analytics and recommendations just as our starting point, Spot actively optimizes AWS, Azure and Google Cloud deployments with SLA-backed availability, fully automated infrastructure management and up to 90% cost reduction. With Spot, cloud consumers can effortlessly and affordably scale any workload, from stateful, single instances, to cloud-native clusters made up of thousands of nodes.
Average Rating: 4.4/5.0
Total Reviews: 31
AI-generated summary from verified user reviews
"Efficient Cloud Cost Optimization with Actionable Insights"
Rating: 4.5/5.0 stars
— Verified User in Information Technology and Services
"Event Definitions for our Distril application helps to optimize our AWS enterprise cloud spends"
Rating: 4.0/5.0 stars
— Rithika G.