Best Enterprise Cloud Cost Management Tools

How Many Cloud Cost Management Tools Products Does G2 Track?

Total Products under this Category: 253

Category Stats (Nov 2026)

  • Average Rating: 4.6/5 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 Cost Management Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 6,800+ Authentic Reviews
  • 253+ 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 Cost Management Tools

G2 Grid® for Cloud Cost Management Tools plotting products by satisfaction and market presence

Highlighted products: Flexera One, Cast AI, Amazon CloudWatch, IBM Cloudability, ScaleOps, Google Cloud Trace, ServiceNow IT Asset Management, and AWS Budgets.

Underlying data: [Grid® JSON](https://www.g2.com/categories/cloud-cost-management/grids.json?focus%5B%5D=flexera-one&focus%5B%5D=cast-ai&focus%5B%5D=amazon-cloudwatch&focus%5B%5D=ibm-cloudability&focus%5B%5D=scaleops-cloud-native-optimization-scaleops&focus%5B%5D=google-cloud-trace&focus%5B%5D=servicenow-it-asset-management&focus%5B%5D=aws-budgets&segment=enterprise)

Flexera One

Flexera One is a SaaS-based IT management solution designed with and for organizations like yours with highly complex hybrid environments. With Flexera One, you can visualize your entire estate and make data-driven decisions from on-premise to SaaS to the cloud. IT Visibility Flexera One’s IT Visibility solution delivers the most comprehensive and clear view of your IT estate. Discovery and normalization—gain consistent, reliable data and take control of assets to draw valuable insights across software, hardware, SaaS and cloud. Data enrichment—enhance your IT inventory data with market intelligence that improves your decision-making abilities, via Technopedia—the largest and most trusted IT asset information source in the world. Unified data visualization—simplify the view of your environment with clear understanding and analytic that provide context for business initiatives spanning your entire IT estate. IT Asset Management Flexera One’s IT asset management (ITAM) starts with knowing what you have in your IT ecosystem—across hardware, software, SaaS, cloud, containers, clusters and virtual technologies. Optimized for today’s digital business, find the evidence required to determine license consumption, such as IBM sub-capacity requirements. Software asset management— Flexera One is the only SAM solution to solve the exponentiality of licensing with depth, breadth, algorithms and automation required to truly create a trusted and accurate license position. Hardware asset management— manage the hardware you own or lease, no matter where it is. Make critical hardware lifecycle decisions to support user productivity, business continuity and make the most of your hardware investments. SaaS management— get a current and complete picture of SaaS usage to support your business stakeholders while optimizing SaaS spend with all your vendors. Take action by discovering shadow SaaS, removing redundant applications and optimizing subscriptions based on actual usage automatically. Software request and reharvest— proactively reduce the sprawl and provide end users with a catalog of approved software, SaaS and cloud instances–helping you get them within guard rails while enabling the business to be agile and innovative. Reclaim unused technology to avoid future costs. Integrate with ITSM providers so you can meet users where they are and provide a seamless end-user experience. Cloud Cost Optimization Flexera One offers a unique approach to cloud cost optimization that enables cloud governance teams to work collaboratively with business units and cloud resource owners to optimize spend. With Flexera One, you get a comprehensive set of cloud cost optimization capabilities designed to easily reduce costs across your entire cloud environment. Cloud Cost Management— Get visibility into cloud usage and costs for all your cloud accounts. You can evaluate and report on your most cost-effective regions and instance sizes, and dive deep into public and private cloud costs by application, category, business unit, cost center, department or team. You also can allocate costs for chargeback and showback with complete backup and justification. Cloud Governance— Flexera One offers a powerful policies engine that enables your cloud governance teams to manage and control hybrid cloud use with out-of-the-box and custom policies to automate governance of costs, operations, security and compliance. Cloud Migration and Modernization Successful IT modernization requires proper analysis, prioritization and planning. Flexera One’s Cloud Migration and Modernization provides the actionable intelligence you need to optimize your cloud modernization and migration—no matter where you are on your cloud journey. Cloud Migration Planning— Flexera one gives you the actionable intelligence needed to optimize your on-premises to cloud migration journey from start to finish with full context visibility into business services. Cloud Cost Assessment — Flexera One provides comprehensive workload assessments to show you which cloud type, provider, custom instance choice, buying type and resource provisioning are best for your workload, budget and performance requirements—all to optimize your cloud cost savings. Workload Placement — Cloud migration and modernization provides comprehensive workload assessments for full visibility into your current workloads, so you can prioritize and identify which providers are best for your performance requirements to ensure successful migration of workloads to the cloud.

Average Rating: 4.4/5.0

Total Reviews: 177

How Do G2 Users Rate Flexera One?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.3/10)
  • Automation: 8.4/10 (Category avg: 8.6/10)
  • Reporting: 7.9/10 (Category avg: 8.8/10)
  • Usage Monitoring: 8.2/10 (Category avg: 9.0/10)

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?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.3/10)
  • Automation: 9.5/10 (Category avg: 8.6/10)
  • Reporting: 8.1/10 (Category avg: 8.8/10)
  • Usage Monitoring: 9.5/10 (Category avg: 9.0/10)

Who Is the Company Behind Cast AI?

  • Seller: Cast AI
  • Company Website:
  • Year Founded: 2019
  • HQ Location: Miami, FL
  • 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?

Amazon CloudWatch

Amazon CloudWatch is a comprehensive monitoring and observability service designed to provide real-time insights into AWS resources, on-premises servers, hybrid environments, and applications. It enables users to collect and track metrics, monitor log files, set alarms, and automatically react to changes in their AWS resources. By offering a unified view of operational health, CloudWatch helps organizations optimize application performance, manage resource utilization, and maintain system reliability. Key Features and Functionality: - Metrics Collection and Monitoring: Automatically collects and tracks metrics from over 70 AWS services, including Amazon EC2, Amazon S3, and AWS Lambda, providing up-to-the-minute data on resource performance. - Log Management: Aggregates and stores logs from various sources, such as AWS services and on-premises servers, facilitating real-time monitoring and analysis. - Alarms and Automated Actions: Allows users to set alarms based on predefined thresholds, triggering automated actions like scaling resources or sending notifications when specific conditions are met. - Dashboards and Visualization: Offers customizable dashboards that display metrics and logs, enabling users to visualize data and gain insights into system performance. - Application Performance Monitoring (APM): Provides tools like Application Signals and CloudWatch Synthetics to monitor application health, detect anomalies, and simulate user interactions for proactive issue detection. - Container and Serverless Monitoring: Includes features like Container Insights and Lambda Insights to monitor containerized applications and serverless functions, offering detailed performance metrics and diagnostics. Primary Value and Problem Solving: Amazon CloudWatch addresses the critical need for comprehensive monitoring and observability in modern IT environments. By consolidating metrics, logs, and events into a single platform, it eliminates the complexity of managing multiple monitoring tools. This integration enables faster detection and resolution of operational issues, reducing downtime and improving system reliability. CloudWatch's automated actions and alarms allow for proactive management of resources, ensuring optimal performance and cost efficiency. Additionally, its support for various environments, including on-premises and hybrid setups, makes it a versatile solution for diverse infrastructure monitoring needs.

Average Rating: 4.3/5.0

Total Reviews: 363

How Do G2 Users Rate Amazon CloudWatch?

  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.3/10)
  • Automation: 8.7/10 (Category avg: 8.6/10)
  • Reporting: 8.5/10 (Category avg: 8.8/10)
  • Usage Monitoring: 8.7/10 (Category avg: 9.0/10)

Who Is the Company Behind Amazon CloudWatch?

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 42% Large, 30% Medium

What Do G2 Reviewers Say About Amazon CloudWatch?

AI-generated summary from verified user reviews

Pros
  • Users value the centralized log management of Amazon CloudWatch, enabling effective monitoring and proactive issue resolution.
  • Users value the excellent integrations of Amazon CloudWatch with various AWS services, enhancing monitoring and insights effectively.
  • Users appreciate the real-time alerting system of Amazon CloudWatch, facilitating proactive issue detection and resolution.
  • Users value the real-time alerts of Amazon CloudWatch, enabling proactive issue detection and efficient system monitoring.
  • Users value the data centralization of Amazon CloudWatch, facilitating efficient monitoring and streamlined operational management.
Cons
  • Users find the pricing issues for Amazon CloudWatch challenging, particularly with high log volume and custom metrics.
  • Users find cost management challenging due to complex pricing and expensive models at scale for Amazon CloudWatch.
  • Users find Amazon CloudWatch expensive, especially as costs escalate with increased log volume and custom metrics.
  • Users find the configuration complexity of Amazon CloudWatch challenging, especially for custom metrics and cost management.
  • Users find the configuration difficulty of Amazon CloudWatch challenging, particularly for setting up metrics and managing costs.

What Are Recent G2 Reviews of Amazon CloudWatch?

What Are G2 Users Discussing About Amazon CloudWatch?

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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?

  • Has the product been a good partner in doing business?: 7.9/10 (Category avg: 9.3/10)
  • Automation: 7.2/10 (Category avg: 8.6/10)
  • Reporting: 8.4/10 (Category avg: 8.8/10)
  • Usage Monitoring: 8.3/10 (Category avg: 9.0/10)

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?

ScaleOps

ScaleOps is a cloud resource management platform designed to automate resource optimization in real-time based on application context-awareness. This innovative solution continuously monitors live application behavior and dynamically adjusts Kubernetes workload resources according to actual usage and contextual demands. By leveraging ScaleOps, organizations can achieve significant cost reductions, of up to 80%, while ensuring that availability, performance, and compliance with production constraints are maintained. The primary target audience for ScaleOps includes DevOps teams, cloud architects, and IT administrators who manage Kubernetes environments. These professionals often face challenges related to resource allocation, cost management, and application performance. ScaleOps addresses these issues by providing a solution that operates autonomously, eliminating the need for manual intervention or code modifications. This allows teams to focus on higher-level strategic initiatives rather than getting bogged down in the minutiae of resource management. Key features of ScaleOps include automated pod-level resource management, which encompasses CPU, memory, replicas, and scheduling. This capability allows the platform to adapt in real-time to the changing behavior of workloads, ensuring optimal resource utilization. Additionally, ScaleOps employs application context-aware optimization, taking into account factors such as burstiness, Pod Disruption Budgets (PDBs), statefulness, and the presence of noisy neighbors. This level of sophistication enables organizations to maintain performance and availability even in complex environments. ScaleOps also offers flexible deployment options, making it suitable for various infrastructures, including air-gapped, on-premises, hybrid, and cloud-native environments. Its compatibility with existing Kubernetes scaling tools, such as Horizontal Pod Autoscaler (HPA), KEDA, and Karpenter, allows for a gradual rollout without disrupting current systems. Furthermore, the platform provides granular policy control, enabling teams to define performance, cost, or availability priorities at the namespace, workload, or environment level. This feature empowers organizations to tailor their resource management strategies to meet specific operational goals and constraints. By integrating seamlessly into existing workflows and providing continuous, context-aware resource optimization, ScaleOps stands out as a comprehensive solution for organizations looking to enhance their Kubernetes resource management. Its unique approach not only drives cost efficiency but also ensures that applications run smoothly and reliably, regardless of the underlying infrastructure.

Average Rating: 4.6/5.0

Total Reviews: 96

How Do G2 Users Rate ScaleOps?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.3/10)
  • Automation: 9.3/10 (Category avg: 8.6/10)
  • Reporting: 8.2/10 (Category avg: 8.8/10)
  • Usage Monitoring: 8.8/10 (Category avg: 9.0/10)

Who Is the Company Behind ScaleOps?

Who Uses This Product?

  • Who Uses This: DevOps Engineer
  • Top Industries: Computer Software, Financial Services
  • Company Size: 53% Medium, 36% Large

What Do G2 Reviewers Say About ScaleOps?

AI-generated summary from verified user reviews

Pros
  • Users commend the excellent customer support from ScaleOps, appreciating their responsiveness and assistance throughout the process.
  • Users highlight the ease of use of ScaleOps, appreciating its intuitive interface and strong support throughout the process.
  • Users commend ScaleOps for its cost-saving features, enabling efficient resource management without disrupting developer workflows.
  • Users value the cost reduction achieved with ScaleOps, experiencing significant savings without compromising performance or workload efficiency.
  • Users highlight the easy setup of ScaleOps, enabling quick deployment and smooth integration without hassles.
Cons
  • Users face scaling issues with ScaleOps as large clusters lead to performance and maintenance challenges.
  • Users experience slow performance during traffic spikes, affecting responsiveness and overall user experience with ScaleOps.
  • Users often face difficulties in usage due to its complex setup and less appealing UI, impacting overall experience.
  • Users feel ScaleOps has many missing features, hindering comparison, automation, and observability capabilities.
  • Users find the poor documentation of ScaleOps lacking detail and clarity, leading to confusion and unexpected behaviors.

What Are Recent G2 Reviews of ScaleOps?

ServiceNow IT Asset Management

Visibility into all your IT assets should not be as difficult as most find it to be. Spreadsheets and standalone tools are no match for the complexity of today’s IT asset landscape spanning software, hardware, cloud and AI services. ServiceNow ITAM is your solution for the complete asset lifecycle for all IT assets. Asset Managers can be overwhelmed with requests and monotonous activities. Automate tasks from procurement to end-of-life actions with help from ServiceNow AI Agents. Build reliable asset data, like contracts, costs and compliance while using the power of the CMDB. ServiceNow ITAM provides workspaces tailored for asset managers. Gain visibility and control to respond to business questions and for seamless collaboration across functions.

Average Rating: 4.3/5.0

Total Reviews: 550

How Do G2 Users Rate ServiceNow IT Asset Management?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.3/10)
  • Automation: 9.5/10 (Category avg: 8.6/10)
  • Reporting: 8.8/10 (Category avg: 8.8/10)
  • Usage Monitoring: 9.1/10 (Category avg: 9.0/10)

Who Is the Company Behind ServiceNow IT Asset Management?

  • Seller: ServiceNow
  • Company Website:
  • Year Founded: 2004
  • HQ Location: Santa Clara, CA
  • LinkedIn® Page: www.linkedin.com
    35,078 employees on LinkedIn®
  • Ownership: NYSE:NOW

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 53% Large, 19% Medium

What Do G2 Reviewers Say About ServiceNow IT Asset Management?

AI-generated summary from verified user reviews

Pros
  • Users value the seamless integration capabilities of ServiceNow IT Asset Management, enhancing overall asset management efficiency.
  • Users value the user-friendly interface of ServiceNow IT Asset Management, making asset tracking and management efficient and straightforward.
  • Users value the seamless integrations of ServiceNow IT Asset Management, enhancing efficiency in software and asset management.
  • Users value the superior tracking capabilities of ServiceNow IT Asset Management, ensuring efficient inventory health management.
  • Users value the robust features of ServiceNow IT Asset Management, facilitating cost reduction and efficient asset tracking.
Cons
  • Users find the high costs of licensing and implementation for ServiceNow IT Asset Management to be a significant concern.
  • Users experience a steep learning curve with the complex architecture and navigation issues in ServiceNow IT Asset Management.
  • Users find the complexity of setup, integrations, and licensing in ServiceNow IT Asset Management challenging and time-consuming.
  • Users find the difficult setup for ServiceNow IT Asset Management to be time-consuming and lacking adequate guidance.
  • Users find insufficient information regarding setup and configurations, making the implementation of ServiceNow IT Asset Management challenging.

What Are Recent G2 Reviews of ServiceNow IT Asset Management?

What Are G2 Users Discussing About ServiceNow IT Asset Management?

Google Cloud Trace

Find performance bottlenecks in production

Average Rating: 4.3/5.0

Total Reviews: 65

How Do G2 Users Rate Google Cloud Trace?

  • Has the product been a good partner in doing business?: 8.2/10 (Category avg: 9.3/10)

Who Is the Company Behind Google Cloud Trace?

  • 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
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 37% Small, 34% Medium

What Do G2 Reviewers Say About Google Cloud Trace?

AI-generated summary from verified user reviews

Pros
  • Users commend the exceptional customer support provided by Google Cloud Trace, enhancing their overall experience and efficiency.
  • Users value the ease of use in Google Cloud Trace, appreciating its user-friendly interface and implementation simplicity.
  • Users value the easy access to various services and a user-friendly interface for efficient use of Google Cloud Trace.
  • Users benefit from the user-friendly interface and versatile features of Google Cloud Trace, enhancing productivity and integration.
  • Users appreciate the ease of implementation with Google Cloud Trace, finding it user-friendly and versatile for various projects.

What Are Recent G2 Reviews of Google Cloud Trace?

What Are G2 Users Discussing About Google Cloud Trace?

AWS Budgets

AWS Budgets gives you the ability to set custom budgets that alert you when your costs or usage exceed (or are forecasted to exceed) your budgeted amount.

Average Rating: 4.1/5.0

Total Reviews: 40

How Do G2 Users Rate AWS Budgets?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.3/10)
  • Automation: 8.3/10 (Category avg: 8.6/10)
  • Reporting: 8.9/10 (Category avg: 8.8/10)
  • Usage Monitoring: 8.8/10 (Category avg: 9.0/10)

Who Is the Company Behind AWS Budgets?

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 53% Small, 24% Medium

What Are Recent G2 Reviews of AWS Budgets?

What Are G2 Users Discussing About AWS Budgets?

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?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.3/10)
  • Automation: 8.6/10 (Category avg: 8.6/10)
  • Reporting: 9.0/10 (Category avg: 8.8/10)
  • Usage Monitoring: 9.1/10 (Category avg: 9.0/10)

Who Is the Company Behind CloudKeeper?

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

Who Uses This Product?

  • Who Uses This: CTO, DevOps Engineer
  • 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?

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?

  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.3/10)
  • Automation: 6.4/10 (Category avg: 8.6/10)
  • Reporting: 9.1/10 (Category avg: 8.8/10)
  • Usage Monitoring: 8.7/10 (Category avg: 9.0/10)

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?

Datadog

Datadog is the monitoring, security and analytics platform for developers, IT operations teams, security engineers and business users in the cloud age. The SaaS platform integrates and automates infrastructure monitoring, application performance monitoring and log management to provide unified, real-time observability of our customers' entire technology stack. Datadog is used by organizations of all sizes and across a wide range of industries to enable digital transformation and cloud migration, drive collaboration among development, operations, security and business teams, accelerate time to market for applications, reduce time to problem resolution, secure applications and infrastructure, understand user behavior and track key business metrics.

Average Rating: 4.4/5.0

Total Reviews: 737

How Do G2 Users Rate Datadog?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 9.3/10)
  • Automation: 8.1/10 (Category avg: 8.6/10)
  • Reporting: 8.3/10 (Category avg: 8.8/10)
  • Usage Monitoring: 8.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Datadog?

  • Seller: Datadog
  • Company Website:
  • Year Founded: 2010
  • HQ Location: New York
  • LinkedIn® Page: www.linkedin.com
    10,780 employees on LinkedIn®
  • Ownership: NASDAQ: DDOG

Who Uses This Product?

  • Who Uses This: Software Engineer, DevOps Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 46% Medium, 33% Large

What Do G2 Reviewers Say About Datadog?

AI-generated summary from verified user reviews

Pros
  • Users value a unified observability view that brings logs, metrics, and traces together for easier monitoring and insights.
  • Users value clear, customizable dashboards that make relevant data easy to visualize and understand.
  • Users value unified visibility across applications, infrastructure, and services, helping them understand overall system health.
  • Users find the interface intuitive and easy to use, helping them navigate monitoring and streamline everyday operations.
  • Users value its broad integrations across cloud services and existing systems, with straightforward setup that connects their tools.
Cons
  • Users say costs are high and can rise quickly as infrastructure, data volume, and monitored services scale.
  • Users find the learning curve steep, with advanced features, queries, and dashboards taking time to master.
  • Users find the interface crowded with information and controls, making it feel overwhelming, especially at first.
  • Users find costs difficult to predict, track, and control, especially as usage and monitored environments scale.
  • Users find navigation confusing, with features and information difficult to locate across screens and dashboards.

What Are Recent G2 Reviews of Datadog?

What Are G2 Users Discussing About Datadog?

Cloudshot

Cloudshot is a patented, visual cloud management platform that helps enterprises gain complete visibility, governance, and control across their cloud and IT spend. Designed for organizations operating in complex environments, Cloudshot delivers multi-cloud management visibility across AWS, Azure, GCP, and hybrid setups through an intuitive, visual-first approach. Unlike traditional tools that rely on raw data, scripts, or fragmented dashboards, Cloudshot represents cloud environments visually, enabling teams to understand architecture, dependencies, risks, and costs at a glance. This reduces operational complexity and accelerates decision-making across engineering, security, and finance teams. Cloudshot brings DevOps, SecOps, FinOps, and Sustainability together under a single umbrella. DevOps teams benefit from faster environment understanding and infrastructure insights, SecOps teams gain continuous security posture and drift visibility, and FinOps teams receive accurate, allocation-ready cost and optimization data. Sustainability is natively built into the platform, helping organizations optimize costs while reducing environmental impact. Cloudshot aligns closely with the FinOps Foundation framework and is an official FOCUS-compatible tool, supporting the FinOps Open Cost and Usage Specification (FOCUS). This ensures standardized, portable, and provider-agnostic cost and usage data across cloud platforms, enabling enterprises to scale FinOps practices with confidence and consistency. Beyond cloud infrastructure, Cloudshot provides a unified IT spend dashboard that consolidates multi-cloud costs, cloud marketplace usage, SaaS spend, and shared IT services into a single, consistent view. This enables leadership teams to understand true technology spend, improve accountability, and align IT investments with business outcomes. Enterprise customers using Cloudshot typically achieve 10% to 35% savings on their cloud spend through continuous optimization, waste elimination, and improved governance. By combining patented technology, visual cloud management, and FOCUS-aligned spend visibility, Cloudshot enables enterprises to move from reactive cost control to proactive, strategic management of their IT ecosystem.

Average Rating: 4.9/5.0

Total Reviews: 60

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How Do G2 Users Rate Cloudshot?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.3/10)
  • Automation: 9.8/10 (Category avg: 8.6/10)
  • Reporting: 9.7/10 (Category avg: 8.8/10)
  • Usage Monitoring: 9.5/10 (Category avg: 9.0/10)

Who Is the Company Behind Cloudshot?

Who Uses This Product?

  • Who Uses This: Cloud Architect, MD
  • Top Industries: Information Technology and Services
  • Company Size: 135% Large, 23% Medium

What Do G2 Reviewers Say About Cloudshot?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the seamless integration of Cloudshot with cloud platforms, enhancing operational efficiency and support responsiveness.
  • Users find Cloudshot's interface to be exceptionally easy to use, streamlining cloud management with minimal effort.
  • Users value the efficient centralized management of CloudShot, enhancing visibility and alerting across multi-cloud environments.
  • Users praise Cloudshot for its hassle-free operations, allowing quick access and management of their cloud landscape.
  • Users commend cost optimization capabilities of Cloudshot, enhancing budget management and resource tracking seamlessly across departments.
Cons
  • Users find missing features in Cloudshot, such as APM and modular Terraform scripts, impacting usability and integration.
  • Users note that difficult learning may be necessary for new teams to fully utilize Cloudshot's capabilities.
  • Users find the steep learning curve daunting due to the overwhelming number of features in Cloudshot.
  • Users find that complex configuration is required for Cloudshot to effectively integrate with their DevOps processes.
  • Users find the difficult setup for automation workflows challenging, requiring significant effort to integrate into DevOps processes.

What Are Recent G2 Reviews of Cloudshot?

Finout

Finout is an enterprise FinOps platform specifically designed to manage and optimize cloud and AI spending. It consolidates costs from major cloud providers such as AWS, Azure, GCP, and OCI, along with Kubernetes, SaaS, and AI expenditures into a single governed data layer. This integration allows finance and engineering teams to operate from a unified source of truth, facilitating accurate allocation, ownership tracking, unit economics analysis, and strategic planning. In an era where AI usage fluctuates rapidly and environments scale across multiple clouds, Finout provides the necessary tools to navigate complex financial landscapes. Targeting organizations that rely heavily on cloud and AI technologies, Finout addresses the unique challenges associated with AI spending. AI costs often manifest across various layers, including cloud AI services like Amazon Bedrock and Azure OpenAI, direct contracts with AI providers, AI-native developer tools, and usage-based SaaS tools. Finout simplifies the management of these costs by ingesting data from all four layers without requiring code changes. This capability enables teams to analyze spending by model, team, and token, allowing for precise tracking of costs per token, per request, or per agent run. Such insights empower finance teams to demonstrate AI ROI while enabling engineering teams to identify and eliminate inefficiencies. A standout feature of Finout is its patented MegaBill, which provides a unified view of cloud, Kubernetes, SaaS, and AI expenditures. The platform's Instant Virtual Tagging, enhanced by AI, allows for the seamless allocation of both tagged and untagged spending to the appropriate owners without necessitating infrastructure modifications. This dynamic allocation process adapts instantly to organizational changes, ensuring that shared costs are accurately reallocated and financial plans are updated in real-time. Additionally, features such as pod-level Kubernetes allocation, forecasting, anomaly detection, and CostGuard waste detection are integrated into the platform, providing a comprehensive suite of tools for financial oversight. Finout also includes an AI FinOps assistant named Billy, which responds to cost inquiries in straightforward language while providing contextual information about each customer's environment. Specialized Finout agents actively monitor for waste, drift, and anomalies, conducting root cause analyses and managing approved actions through platforms like Jira, Slack, and ServiceNow, all while maintaining governance and audit trails. Organizations can further enhance their AI workflows by connecting their agents to the governed data layer through Finout's MCP server, cost and usage API, and Data Exporter, ensuring consistency in financial data across all operations. With compliance certifications such as SOC 2 Type II, ISO 27001, and GDPR, Finout is trusted by leading FinOps teams at companies like Lyft, The New York Times, Wiz, and Tenable. This platform not only streamlines financial operations but also equips organizations with the insights needed to thrive in a rapidly evolving technological landscape.

Average Rating: 4.5/5.0

Total Reviews: 87

How Do G2 Users Rate Finout?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.3/10)
  • Automation: 7.0/10 (Category avg: 8.6/10)
  • Reporting: 8.5/10 (Category avg: 8.8/10)
  • Usage Monitoring: 8.3/10 (Category avg: 9.0/10)

Who Is the Company Behind Finout?

  • Seller: Finout
  • Company Website:
  • Year Founded: 2021
  • HQ Location: Tel Aviv, IL
  • LinkedIn® Page: www.linkedin.com
    120 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 61% Medium, 30% Large

What Do G2 Reviewers Say About Finout?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Finout, facilitating clear cloud cost visibility and intuitive navigation.
  • Users value Finout's tagging feature for detailed cost management and enhanced visibility into AWS resources.
  • Users find Finout's intuitive dashboards and detailed cost breakdowns essential for optimizing cloud expenses effectively.
  • Users value cost reduction capabilities of Finout, enabling efficient identification of underutilized resources and actionable insights.
  • Users praise Finout for its amazing customer support, with a responsive team dedicated to achieving the best results.
Cons
  • Users find missing features hinder the tool's usability, particularly in visualization and local deployment options.
  • Users find the complexity of Finout overwhelming, especially during initial setup and for less experienced users.
  • Users find the limited customization options in Finout's reports restrict their ability to meet specific needs.
  • Users experience slow performance with Finout, particularly when loading large datasets or dashboards.
  • Users note a steep learning curve with Finout, making initial setup and feature understanding challenging for newcomers.

What Are Recent G2 Reviews of Finout?

Kubex

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

Average Rating: 4.7/5.0

Total Reviews: 27

How Do G2 Users Rate Kubex?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.3/10)
  • Automation: 9.2/10 (Category avg: 8.6/10)
  • Reporting: 9.6/10 (Category avg: 8.8/10)
  • Usage Monitoring: 9.5/10 (Category avg: 9.0/10)

Who Is the Company Behind Kubex?

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

Who Uses This Product?

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

What Do G2 Reviewers Say About Kubex?

AI-generated summary from verified user reviews

Pros
  • Users find Kubex extremely easy to use, thanks to its intuitive interface and accessible information for resource management.
  • Users value the transformative cloud optimization capabilities of Densify, enhancing collaboration and proactive decision-making.
  • Users highlight the excellent customer support of Kubex, emphasizing its collaboration and effectiveness in cloud optimization.
  • Users appreciate the actionable insights from Densify, enhancing cloud resource optimization with clarity and control.
  • Users appreciate the exceptional performance insights Densify provides, enhancing efficiency and cost optimization across platforms.
Cons
  • Users are disappointed that Kubex currently lacks Azure Integration, but it is expected to be available in 2026.
  • Users note the compatibility issues with Kubex, as it currently lacks support for Oracle Cloud until 2026.
  • Users find it frustrating that Kubex does not report costs based on the network, limiting budget management effectiveness.
  • Users note the limited cloud integration with Kubex, as it currently lacks support for Oracle Cloud.
  • Users found the old UI clunky, but note that the new interface significantly improved the overall experience.

What Are Recent G2 Reviews of Kubex?

What Are G2 Users Discussing About Kubex?

Vantage

Vantage is a cloud cost management platform designed to help organizations understand, allocate, and optimize their cloud, SaaS, and AI spend. It provides a comprehensive view of costs through a broad set of native billing integrations, including major providers such as Amazon Web Services, OpenAI, Datadog, and Kubernetes environments. This solution is particularly valuable for businesses that operate at scale and require accurate, unified visibility across multiple cost sources. Tailored to FinOps, engineering, and finance teams, Vantage serves a diverse audience across industries. Organizations such as Block, Inc., PBS, and Rippling use Vantage to manage and optimize large-scale infrastructure spend. The platform is built for teams that need to move beyond high-level reporting and instead require actionable, granular insights into cost drivers and ownership. A core strength of Vantage is its ability to unify and normalize cost data across cloud, SaaS, and AI providers, enabling consistent allocation and reporting. Teams can break down shared costs using tags, metadata, and custom allocation rules, ensuring accurate attribution across services, teams, and environments. This allows organizations to understand true unit economics and identify inefficiencies that would otherwise be difficult to detect across fragmented billing systems. In addition to visibility, Vantage emphasizes automation and actionability. The platform includes AI-driven capabilities such as automated agents and MCP-based integrations, along with programmatic access via APIs and a Terraform provider. These features enable teams to operationalize FinOps workflows, automating cost analysis, enforcing allocation standards, and integrating cost controls directly into engineering and financial systems. Vantage differentiates itself by combining broad native integrations with deep allocation capabilities and built-in automation. Rather than relying on reactive reporting, organizations can continuously monitor, analyze, and act on cost data in near real time. This approach helps teams improve accountability, optimize resource usage, and make faster, data-driven decisions about their cloud, SaaS, and AI investments.

Average Rating: 4.7/5.0

Total Reviews: 72

How Do G2 Users Rate Vantage?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.3/10)
  • Automation: 8.3/10 (Category avg: 8.6/10)
  • Reporting: 8.8/10 (Category avg: 8.8/10)
  • Usage Monitoring: 8.9/10 (Category avg: 9.0/10)

Who Is the Company Behind Vantage?

  • Seller: VNTG, Inc.
  • Company Website:
  • Year Founded: 2020
  • HQ Location: New York City, US
  • LinkedIn® Page: www.linkedin.com
    116 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 42% Small, 29% Large

What Do G2 Reviewers Say About Vantage?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of Vantage, highlighting its intuitive interface and smooth trading experience.
  • Users value Vantage for its superior cost visibility and accountability, enabling effective budget optimization and significant savings.
  • Users appreciate how Vantage offers understandable and actionable cost reduction, making financial insights clear and manageable.
  • Users appreciate the easy setup of Vantage, allowing for quick configuration and immediate cost visibility.
  • Users value the data centralization of Vantage, enabling effective monitoring and optimization of cloud costs effortlessly.
Cons
  • Users find the limited customization options restrictive, wishing for advanced filtering and dashboard configuration improvements.
  • Users find the missing features of Vantage, like dark mode and live data, limit usability and satisfaction.
  • Users find the inadequate reporting features of Vantage limit effectiveness in larger or complex environments.
  • Users find the steep learning curve of Vantage overwhelming initially, requiring time to navigate its complexities effectively.
  • Users note integration issues with varying support levels for different features, impacting overall functionality and reporting accuracy.

What Are Recent G2 Reviews of Vantage?

Rachana Hasyagar
RH
Researched and written by Rachana Hasyagar
Updated