Best Cloud Management Platforms - Page 7

How Many Cloud Management Platforms Products Does G2 Track?

Total Products under this Category: 192

Category Stats (Aug 2026)

  • Average Rating: 4.55/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Control Plane (+4.76%) - Among all products in this category, Control Plane recorded the largest rating increase compared to last month

Last updated: August 04, 2026

How Does G2 Rank Cloud Management Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 6,800+ Authentic Reviews
  • 192+ 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: 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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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.

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IBM Cloud Orchestrator

The IBM Cloud Orchestrator Content Pack for Tivoli Productivity Center For NAS integrates IBM Cloud Orchestrator with IBM Tivoli Productivity Center for Network Attached Storage (NAS). It allows to provision or de-provision network file systems independent of the virtual server provisioning.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate IBM Cloud Orchestrator?

  • Cloud Optimization: 8.3/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 10.0/10 (Category avg: 8.8/10)
  • Quality of Support: 10.0/10 (Category avg: 9.1/10)
  • Security Management: 8.3/10 (Category avg: 9.0/10)

Who Is the Company Behind IBM Cloud Orchestrator?

  • Seller: IBM
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • Twitter: @IBMSecurity
    74,660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    328,202 employees on LinkedIn®
  • Ownership: SWX:IBM

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of IBM Cloud Orchestrator?

What Are G2 Users Discussing About IBM Cloud Orchestrator?

LoadSpring

Through our proprietary LoadSpring platform, we combine LoadSpring’s platform as a service (PaaS) with our fully-managed cloud solution. LoadSpring does more than migrate applications to the cloud, we deliver hosted software surrounded by layers of embedded security and the tools needed to build BI reports to increase ROI. Our managed cloud services monitor apps, users, and cloud environments to mitigate risk. Get more and do more with LoadSpring! Our managed cloud services monitor apps, users, and cloud environments to mitigate security risk and maximize license investments. Expert cloud support is available 24/7/365 with a 15-minute ticket response time. We future-ready your cloud environment for AI, and digital twin initiatives and help drive your digital transformations. Ready to take your data to predictive analytics with a business intelligence cloud solution? Go from analytics to actionable project intelligence insights with clear visualizations faster. We can help you start your digital transformation journey today.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate LoadSpring?

  • Quality of Support: 10.0/10 (Category avg: 9.1/10)

Who Is the Company Behind LoadSpring?

  • Seller: LoadSpring
  • Year Founded: 1999
  • HQ Location: N/A
  • Twitter: @LoadSpring
    588 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    92 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium, 100% Small

What Are Recent G2 Reviews of LoadSpring?

What Are G2 Users Discussing About LoadSpring?

Mandarin Solutions

Mandarin Solutions is a dynamic IT services company specializing in cloud computing technologies. They offer comprehensive solutions that encompass cloud infrastructure design, deployment, and management, tailored to meet the unique needs of businesses seeking to enhance their digital capabilities. Key Features and Functionality: - Cloud Infrastructure Services: Design and implementation of scalable and secure cloud environments to support business operations. - High-Performance Computing: Provision of optimized computing resources for intensive tasks, including artificial intelligence applications. - DevOps as a Service: Continuous engineering support in DevOps, networking, and security to streamline development processes. - Data Center Interconnects: Reliable and secure data exchange solutions between data centers to ensure seamless operations. - Advanced Networking Solutions: Integration of Infiniband, Ethernet, and Fibre Channel to optimize network performance and scalability. Primary Value and Problem Solving: Mandarin Solutions addresses the challenges businesses face in adopting and managing cloud technologies. By providing end-to-end cloud solutions, they enable organizations to overcome issues related to inefficient hosting, scalability limitations, and high operational costs. Their services ensure that businesses can leverage cloud computing effectively, leading to improved performance, flexibility, and cost-efficiency.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Mandarin Solutions?

  • Cloud Optimization: 10.0/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 8.3/10 (Category avg: 8.8/10)
  • Quality of Support: 10.0/10 (Category avg: 9.1/10)
  • Security Management: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Mandarin Solutions?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Mandarin Solutions?

What Are G2 Users Discussing About Mandarin Solutions?

Nutanix Central

Nutanix Central provides a single console to manage all your Nutanix environments deployed on-premises or in the public cloud

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Nutanix Central?

  • Cloud Optimization: 10.0/10 (Category avg: 9.1/10)
  • Quality of Support: 8.3/10 (Category avg: 9.1/10)
  • Security Management: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Nutanix Central?

  • Seller: Nutanix
  • Year Founded: 2009
  • HQ Location: San Jose, US
  • Twitter: @nutanix
    90,520 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    9,853 employees on LinkedIn®
  • Ownership: NASDAQ:NTNX

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About Nutanix Central?

AI-generated summary from verified user reviews

Pros
  • Users value the intuitive interface of Nutanix Central, making navigation across products straightforward and efficient.
  • Users value the intuitive interface and ease of navigation found in Nutanix Central, enhancing their experience.
Cons
  • Users find the complex configuration process and API challenges frustrating, despite the product's many strengths.
  • Users face integration issues during initial configuration and API challenges, impacting their overall experience with Nutanix Central.

What Are Recent G2 Reviews of Nutanix Central?

Nutanix Cloud Clusters (NC2)

Nutanix Cloud Clusters (NC2) is a hybrid multicloud platform with natively integrated networking between private and public clouds. It allows seamless application migration and license portability across all environments and enables customers to run the full Nutanix software stack anywhere—in private or public clouds.

Average Rating: 3.0/5.0

Total Reviews: 1

Who Is the Company Behind Nutanix Cloud Clusters (NC2)?

  • Seller: Nutanix
  • Year Founded: 2009
  • HQ Location: San Jose, US
  • Twitter: @nutanix
    90,520 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    9,853 employees on LinkedIn®
  • Ownership: NASDAQ:NTNX

Who Uses This Product?

  • Company Size: 100% Small

Opti9

Opti9 is a leading hybrid cloud solutions provider with offices in Garden City, NY, Omaha, NE, Overland Park, KS, and St. Louis, MO, and a global network of data centers. Opti9 is an AWS Advanced Consulting Partner and Veeam Platinum VCSP, specializing in cloud services, application development and modernization, backup and disaster recovery, and managed security and compliance. Opti9's solutions are designed to accelerate digital transformation with minimal business disruption so you can realize the full benefits of the cloud faster. With its business-first focus, Opti9 blends experience with innovation and new solutions to deliver on its “Right Workload, Right Cloud, Right Time” approach.

Average Rating: 3.5/5.0

Total Reviews: 1

Who Is the Company Behind Opti9?

Who Uses This Product?

  • Company Size: 100% Medium

Scalr

Scalr is a cost-effective, drop-in replacement for Terraform Cloud with feature parity and better GitOps support. Drop-in means drop-in. Scalr is fully compatible with the Terraform/OpenTofu CLI and the TFC API. A built-in migration assistant moves your workspaces, variables, and state. Integrations you or third parties built against the TFC API (like AWS Account Factory for Terraform) work with Scalr — just change the endpoint. Your developers keep using the same CLI they already know. Nothing breaks. Cost-effective: most teams save 50%+ compared to Terraform Cloud. Better GitOps: Scalr supports apply-before-merge — apply changes from a feature branch before merging to main, the workflow TFC doesn't support. Plan and apply summaries post directly into PRs as comments and checks (not just commit statuses). Your team manages the entire run lifecycle from PR comments: /scalr plan, /scalr apply, /scalr approve. Scalr also prevents accidental state overwrites with branch-aware protection, reduces noisy runs with configurable diff strategies and draft PR detection, and auto-merges main into dev branches to keep them current. Your team never leaves the PR. Purpose-built for Terraform and OpenTofu. No complexity from bolting on support for Pulumi, CloudFormation, Ansible, or Kubernetes. That focus means better native support for your IaC. Free tier available at scalr.com.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Scalr?

  • Seller: Scalr
  • Year Founded: 2011
  • HQ Location: San Francisco, US
  • Twitter: @scalr
    3,243 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    44 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About Scalr?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the automation capabilities of Scalr, enabling efficient scaling of infrastructure with minimal effort.
  • Users appreciate Scalr for its automation and streamlined scaling of cloud infrastructure, enhancing efficiency and responsiveness.
  • Users appreciate the user-friendly interface of Scalr, which simplifies infrastructure exploration and management significantly.
  • Users appreciate the ease of use of Scalr, facilitating straightforward management and monitoring of their infrastructure.
  • Users appreciate the easy integrations of Scalr, simplifying the management of multi-cloud environments effectively.
Cons
  • Users find Scalr's complex configuration challenging, as initial setup and scaling policies can be time-consuming and inconsistent.
  • Users find Scalr's setup process complicated, with challenges in scaling and limited reporting hindering usability.
  • Users find Scalr's complexity issues a barrier, making initial setup and resource scaling frustrating and time-consuming.
  • Users find the difficult setup of Scalr challenging, particularly when connecting to cloud providers and configuring policies.
  • Users find Scalr to be expensive compared to other scaling solutions, raising concerns about its overall value.

What Are Recent G2 Reviews of Scalr?

Sedai

Sedai goes beyond recommendations. Our platform takes action to autonomously manage and optimize your cloud resources, without manual intervention. It analyzes your production environment to find cost and reliability optimization opportunities in real time — learning from behavior patterns and adapting to new releases. Under the hood, Sedai uses deep reinforcement learning to predict the impact of potential optimizations, enabling the platform to take these actions safely. Sedai's unique approach makes it the only way way to manage and optimize the cloud at scale. Unlike conventional automation, Sedai doesn't follow fixed rules and scripts. Instead, it acts like an experienced SRE: incrementally adjusting the configuration of your resources until the exact point where performance or availability would be impacted. The result? Sedai has executed more than 25 million autonomous actions in production — with 0 incidents. Ready to save 30–50% on your cloud costs? Visit sedai.io to speak with our cloud optimization experts.

Average Rating: 4.5/5.0

Total Reviews: 4

How Do G2 Users Rate Sedai?

  • Quality of Support: 7.5/10 (Category avg: 9.1/10)

Who Is the Company Behind Sedai?

  • Seller: Sedai
  • Company Website:
  • Year Founded: 2018
  • HQ Location: Pleasanton, California, United States
  • Twitter: @sedai_io
  • LinkedIn® Page: www.linkedin.com
    121 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Sedai?

What Are G2 Users Discussing About Sedai?

Snow-Embotics

Embotics is the cloud automation company for IT organizations and service providers that need to improve provisioning or enable self-service capabilities. With a relentless focus on delivering a premier user experience and unmatched customer support, Embotics is the fastest and easiest way to automate provisioning across private/public/hybrid cloud infrastructures. Its flagship product, Embotics vCommander, is used by organizations including Nordstrom, NASA, Fanatics, Informatica and Charter Communications. For more information, including vCommander product demos, free trial access, sales inquires, and general information, please use the contact us form to get in touch today.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Snow-Embotics?

  • Quality of Support: 10.0/10 (Category avg: 9.1/10)

Who Is the Company Behind Snow-Embotics?

  • Seller: Embotics
  • Year Founded: 2006
  • HQ Location: Kanata, CA
  • Twitter: @EmboticsCorp
    1,588 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Snow-Embotics?

What Are G2 Users Discussing About Snow-Embotics?

Txture Application Portfolio Advisor

Txture’s Application Portfolio Advisor provides a transparent overview of your cloud application portfolio, and automatically shows you how to maximize its value through cost optimization, GreenOps and strategic application modernization. Taking into account your cloud strategy and preferences, Txture analyzes your applications and automatically finds where you can optimize cloud costs, replace legacy technologies, and reduce your IT’s carbon footprint. The platform also provides detailed transformation plans for each application, helping you deliver successful optimization and modernization initiatives over time. Experience a new level of intelligence and automation to accelerate IT modernization, enable and GreenOps, optimize cloud costs and innovate faster in the cloud. The Txture platform is a great enabler for organizations for the following practices: - Developing transparency across large IT application portfolios - Cloud cost optimization and FinOps - IT modernization for sustainability and achieving net-zero goals - Developing a strong cloud governance

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Txture Application Portfolio Advisor?

  • Seller: Txture
  • Year Founded: 2017
  • HQ Location: Innsbruck, AT
  • LinkedIn® Page: www.linkedin.com
    27 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Txture Application Portfolio Advisor?

Upbound Universal Crossplane

Upbound Universal Crossplane (UXP) is Upbound's official enterprise-grade Crossplane distribution. It's free, open source, and fully conformant with upstream Crossplane.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Upbound Universal Crossplane?

  • Cloud Optimization: 8.3/10 (Category avg: 9.1/10)
  • Cloud Orchestration: 6.7/10 (Category avg: 8.8/10)
  • Quality of Support: 6.7/10 (Category avg: 9.1/10)
  • Security Management: 8.3/10 (Category avg: 9.0/10)

Who Is the Company Behind Upbound Universal Crossplane?

  • Seller: Upbound
  • Year Founded: 2017
  • HQ Location: Remote, US
  • Twitter: @upbound_io
    2,501 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    68 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Upbound Universal Crossplane?

Usage AI

Usage AI is an automated cloud cost optimization and commitment management platform built for modern FinOps and engineering teams. We help companies maximize their cloud investment across AWS, Azure, and GCP by eliminating commitment waste and unlocking 30–50% savings with real cashback, $0 upfront, and no long-term lock-in. Onboarding takes just five minutes. **The Problem** Cloud commitments are powerful but mismanaged commitments quietly drain budgets. Engineering teams typically waste 25–35% of cloud spend on underutilized Reserved Instances, oversized Savings Plans, and delayed optimization decisions. Most cloud cost management tools stop at visibility. They show dashboards and generate recommendations, but action still requires manual execution. By the time recommendations are reviewed, often based on 72-hour-old data, usage patterns have shifted. The result is that commitment waste compounds daily while optimization remains stuck in a backlog. **What Usage AI Does** Usage AI goes beyond reporting. We automate cloud commitment optimization so savings happen without consuming engineering time. Our proprietary Flex Commitment products unlock deeper discounts across AWS, Azure, and GCP, including usage that standard Reserved Instances and Savings Plans cannot efficiently cover. We offer three core products: Flex Usage Savings Plan (EC2): 40–60% savings Flex Usage Reserved Instances (RDS, ElastiCache): 20–35% savings Flex Reserved Instances (RDS, ElastiCache, Redshift, OpenSearch, DynamoDB): 30–40% savings All products require $0 upfront. Setup is simple. Simply connect your cloud account with secure read-only IAM access in 5–10 minutes. Usage AI continuously analyzes your environment, refreshes recommendations every 24 hours (compared to 72+ hours in native cloud tools), and automatically executes optimal commitment purchases with your approval. If usage changes, you receive cashback. If you don’t save, we don’t earn. There’s no lock-in and no financial risk.

Average Rating: 4.7/5.0

Total Reviews: 6

How Do G2 Users Rate Usage AI?

  • Quality of Support: 9.7/10 (Category avg: 9.1/10)

Who Is the Company Behind Usage AI?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Usage AI?

[24]7 Engagement Cloud

Live chat platform for companies looking to extend and maximize ROI from the chat channel.

Who Is the Company Behind [24]7 Engagement Cloud?

  • Seller: 247.ai
  • Year Founded: 2000
  • HQ Location: San Jose, US
  • LinkedIn® Page: www.linkedin.com
    11,053 employees on LinkedIn®

Active Assist

Active Assist is a comprehensive suite of intelligent tools designed to optimize cloud operations on Google Cloud. By leveraging data, machine learning, and automation, it provides actionable recommendations to reduce costs, enhance performance, bolster security, and promote sustainability. Active Assist simplifies cloud management by proactively identifying inefficiencies and offering solutions, enabling organizations to focus more on innovation and less on administrative tasks. Key Features and Functionality: - Cost Optimization: Identifies and recommends the removal of unused or idle resources, suggests downsizing virtual machines to better fit workload requirements, and advises on utilizing committed use discounts to achieve cost savings. - Security Enhancement: Provides actionable recommendations to strengthen security posture by reducing over-granted permissions, enabling additional security features, and assisting with compliance and security incident investigations. - Performance Improvement: Offers predictive and automated solutions to enhance the performance of cloud resources and workloads, ensuring infrastructure is prepared for evolving application needs. - Reliability Assurance: Increases the availability and reliability of cloud resources through health checks, auto-scaling capabilities, and business continuity and disaster recovery options. - Manageability Simplification: Streamlines cloud configuration management by providing tools that automate and simplify tasks, allowing teams to dedicate more time to innovation. - Sustainability Focus: Delivers insights and tools to assess, manage, and reduce the carbon footprint of workloads running on Google Cloud. Primary Value and User Solutions: Active Assist empowers organizations to maximize the value of their cloud deployments by providing intelligent, proactive recommendations across various operational domains. It addresses common challenges such as cost overruns, security vulnerabilities, performance bottlenecks, and environmental impact. By integrating Active Assist into their cloud strategy, users can achieve a more efficient, secure, and sustainable cloud environment, ultimately driving better business outcomes.

Who Is the Company Behind Active Assist?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • Twitter: @google
    31,899,995 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    341,888 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG

Adaptive6

Adaptive6 is a Cloud + AI Cost Governance & Optimization platform that detects, remediates, and prevents cloud waste across Cloud, Code, Runtime, and AI. Enterprises running multi-cloud environments face a growing wave of inefficiencies that traditional FinOps tools fail to catch, hidden in service misconfigurations, application runtimes, AI workloads, and infrastructure code. Adaptive6 addresses this across four pillars: Cloud - Adaptive6 scans multi-cloud environments (AWS, Azure, GCP), Kubernetes, AI Platforms, and Data Cloud services like Databricks and Snowflake to detect 450+ types of waste, including Shadow Waste and Application Inefficiencies that standard visibility tools miss. Engineers receive full technical context, remediation scripts, and 1-click fixes to accelerate resolution. Code - Using Cloud-to-Code technology, Adaptive6 traces detected inefficiencies back to the Infrastructure as Code that caused them, generating automated Pull Requests in GitHub, GitLab, Bitbucket, and Azure DevOps. Shift-Left CI/CD policies prevent new waste from being deployed in the first place. Runtime (Shift-Right) - A lightweight Runtime Sensor scans live workloads and AI models across VMs and containers, uncovering Application Inefficiencies invisible to infrastructure scans, such as outdated Python runtimes or workloads that could be migrated to ARM-based processors such as AWS Graviton for cost and performance gains. AI - Agentic Remediation workflows triage and drive fixes either autonomously or with engineers in the loop. AI Cost Governance addresses LLM, ML, and GPU waste, covering model selection, throughput rightsizing, prompt caching, and agentic waste. Adaptive6 serves Fortune 500 enterprises, including Ticketmaster, Bayer, and Norstella, delivering 15-35% waste reduction and 20x proven ROI.

Who Is the Company Behind Adaptive6?

  • Seller: Adaptive6
  • Company Website:
  • HQ Location: NY, United States
  • LinkedIn® Page: www.linkedin.com
    50 employees on LinkedIn®
Rachana Hasyagar
RH
Researched and written by Rachana Hasyagar
Updated October 3, 2024