# Best Enterprise Cloud Cost Management Tools *By [Rachana Hasyagar](https://research.g2.com/insights/author/rachana-hasyagar)* Products classified in the overall Cloud Cost Management category are similar in many regards and help companies of all sizes solve their business problems. However, enterprise business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Enterprise Business Cloud Cost Management to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Enterprise Business Cloud Cost Management category. In addition to qualifying for inclusion in the Cloud Cost Management Tools category, to qualify for inclusion in the Enterprise Business Cloud Cost Management Tools category, a product must have at least 10 reviews left by a reviewer from an enterprise business. ## Top Cloud Cost Management Tools at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [Cast AI](https://www.g2.com/products/cast-ai/reviews) | 4.6/5.0 (191 reviews) | Autonomous Kubernetes cost rightsizing and bin-packing | "[Lock and Bolt Infrastructure: Fire-and-Forget Cloud Savings for K8s](https://www.g2.com/survey_responses/cast-ai-review-12457236)" | | 2 | [CloudKeeper](https://www.g2.com/products/cloudkeeper/reviews) | 4.7/5.0 (291 reviews) | AWS cost visibility with guaranteed commitment-free savings | "[Excellent Cloud Visibility and Cost Control Made Easy](https://www.g2.com/survey_responses/cloudkeeper-review-12980640)" | | 3 | [Amazon CloudWatch](https://www.g2.com/products/amazon-cloudwatch/reviews) | 4.3/5.0 (363 reviews) | AWS-native cost and resource alerting | "[Seamless AWS Integration and Feature-Rich Log Access](https://www.g2.com/survey_responses/amazon-cloudwatch-review-12850490)" | | 4 | [ScaleOps](https://www.g2.com/products/scaleops-cloud-native-optimization-scaleops/reviews) | 4.6/5.0 (96 reviews) | Automated Kubernetes workload rightsizing with real-time adjustment | "[Dynamic Resource Optimization That Cuts Costs and Keeps Workloads Stable](https://www.g2.com/survey_responses/scaleops-review-12342100)" | | 5 | [AWS Budgets](https://www.g2.com/products/aws-budgets/reviews) | 4.1/5.0 (40 reviews) | AWS-native cloud spend threshold alerting | "[Proactive Cloud Spending with Easy Setup](https://www.g2.com/survey_responses/aws-budgets-review-12909236)" | | 6 | [Vantage](https://www.g2.com/products/vntg-inc-vantage/reviews) | 4.7/5.0 (69 reviews) | Multi-cloud spend visibility with virtual tagging | "[Vantage Simplifies Cross-Platform Budgeting with Clear Cost Accountability](https://www.g2.com/survey_responses/vantage-review-12299583)" | | 7 | [Flexera One](https://www.g2.com/products/flexera-one/reviews) | 4.3/5.0 (116 reviews) | Multi-cloud FinOps with license compliance intelligence | "[A must have tool for inventory management for every organisation](https://www.g2.com/survey_responses/flexera-one-review-11647810)" | | 8 | [IBM Cloudability](https://www.g2.com/products/ibm-cloudability/reviews) | 4.2/5.0 (202 reviews) | Multi-cloud FinOps chargeback and rightsizing visibility | "[Effective for Cloud Cost Optimization, Minor Hurdles](https://www.g2.com/survey_responses/ibm-cloudability-review-12693260)" | | 9 | [Datadog](https://www.g2.com/products/datadog/reviews) | 4.4/5.0 (709 reviews) | Multi-cloud observability with unpredictable spend visibility | "[Unified Observability with Powerful Integrations and Fast Root Cause Analysis](https://www.g2.com/survey_responses/datadog-review-12783228)" | | 10 | [IBM Turbonomic](https://www.g2.com/products/ibm-turbonomic/reviews) | 4.4/5.0 (288 reviews) | AI-driven rightsizing across hybrid multicloud workloads | "[Advanced Infrastructure Optimizer with challenging configuration requirements.](https://www.g2.com/survey_responses/ibm-turbonomic-review-12821189)" | --- ## What Are the Most Common Questions About Cloud Cost Management Tools? *AI-generated · Last updated: May 26, 2026* ### Which is the best cloud cost management tool for AWS and Azure? Based on G2 reviews, [CloudKeeper](https://www.g2.com/products/cloudkeeper/reviews) stands out most strongly for AWS-focused cloud cost management, with reviewers repeatedly highlighting cost visibility, billing support, responsive service, and optimization guidance. According to verified users, it helps teams monitor spend, analyze billing, and identify savings opportunities through tools like CK Lens and tuning recommendations. G2 reviewers mention smooth onboarding, strong support, and clear dashboards for understanding costs across accounts. For buyers evaluating AWS and Azure together, the review data in this set is much deeper for AWS than Azure, so the strongest evidence supports CloudKeeper as the clearest recent leader for AWS-centric cloud cost management needs. ### What top tools for optimizing cloud spend? Based on G2 reviews, buyers looking for cloud cost management tools for spend optimization consistently mention visibility, actionable recommendations, and reduced manual effort. According to verified users, several products help teams identify waste, improve resource sizing, and monitor spending trends across cloud environments. G2 reviewers mention that some tools are especially strong for Kubernetes optimization, while others are better for billing visibility, reporting, or automated rightsizing. Common themes include easier cost allocation, anomaly detection, better forecasting, and stronger collaboration between finance and engineering teams. The most consistently cited strengths across recent reviews are automation, dashboards that clarify where money is going, and recommendations that help teams cut unnecessary spend without increasing operational burden. **Here are some of the top-rated products on G2:** - [Cast AI](https://www.g2.com/products/cast-ai/reviews) – frequently used to automate Kubernetes rightsizing, scaling, and cluster cost reduction - [CloudKeeper](https://www.g2.com/products/cloudkeeper/reviews) – often used for cloud billing visibility, cost analysis, and savings guidance in AWS environments - [ScaleOps](https://www.g2.com/products/scaleops-cloud-native-optimization-scaleops/reviews) – commonly chosen for Kubernetes workload rightsizing and reducing over-provisioned resources ### Which cloud cost management solution offers AI-driven recommendations? Based on G2 reviews, buyers looking for AI-driven recommendations in cloud cost management tools most often mention automation, anomaly detection, and recommendation engines that reduce manual analysis. According to verified users, multiple products in this category surface AI-assisted insights for rightsizing, forecasting, or optimization workflows. G2 reviewers mention AI for Kubernetes resource tuning, cloud cost anomaly detection, natural-language summaries, and automated savings guidance. The strongest recent review themes center on tools that turn raw cost data into practical actions teams can apply quickly. For buyers prioritizing AI assistance, the most grounded signals in recent reviews point to products that combine visibility with recommendation workflows rather than dashboards alone, especially for Kubernetes and multi-cloud optimization use cases. ### What top tools for managing reserved instance usage? Based on G2 reviews, reserved instance and commitment management is most often discussed in relation to AWS savings plans, billing support, and commitment optimization. According to verified users, buyers value tools that reduce the operational burden of tracking expiring commitments, recommending purchases, and simplifying billing visibility. G2 reviewers mention platforms that help with savings plan delegation, commitment analysis, and easier interpretation of cloud billing without relying entirely on native provider tools. For teams focused on commitment management, the review data points to products that combine reporting with practical support around reserved usage, savings opportunities, and budget control. Recent feedback especially emphasizes simpler billing workflows, better forecasting, and reducing the manual work needed to manage commitment-based cloud savings. **Here are some of the top-rated products on G2:** - [CloudKeeper](https://www.g2.com/products/cloudkeeper/reviews) – often used to manage AWS billing, reservations, and cost optimization support - [Pump](https://www.g2.com/products/pump-pump/reviews) – frequently mentioned for simplifying AWS reserved instance and discount management - [Strategic Blue](https://www.g2.com/products/strategic-blue/reviews) – used to reduce internal effort around savings plans and AWS spend optimization ### What top-rated cloud cost optimization platforms for enterprises? Based on G2 reviews, enterprise buyers evaluating cloud cost management tools tend to prioritize visibility across large environments, governance support, shared dashboards, and optimization guidance that works across teams. According to verified users, enterprise-friendly platforms are often described as strong for cost allocation, executive reporting, multi-account visibility, and policy-driven optimization. G2 reviewers mention that larger organizations benefit from tools that support chargeback, anomaly detection, rightsizing, and coordination between finance, procurement, and engineering teams. Recent reviews also highlight the importance of support quality and workflow flexibility in complex environments. The most grounded enterprise signals in this dataset point to platforms that help organizations centralize cost data, improve accountability, and make optimization efforts repeatable across cloud operations. **Here are some of the top-rated products on G2:** - [Flexera One](https://www.g2.com/products/flexera-one/reviews) – commonly used for multi-cloud cost visibility, governance, and optimization in larger organizations - [IBM Cloudability](https://www.g2.com/products/ibm-cloudability/reviews) – often chosen for enterprise cloud visibility, reporting, and cost allocation across teams - [ServiceNow IT Asset Management](https://www.g2.com/products/servicenow-it-asset-management/reviews) – used to centralize asset and spend visibility while improving lifecycle and usage oversight ### Which software integrates cloud cost management with billing systems? Based on G2 reviews, cloud cost management tools that connect closely with billing workflows are often valued for simplifying invoice analysis, cost reporting, and spend visibility across accounts. According to verified users, products in this area help teams understand billing data without relying on manual spreadsheets or fragmented native consoles. G2 reviewers mention billing dashboards, invoice support, mediator-style support with cloud providers, and easier chargeback or showback processes. In the recent review set, CloudKeeper is especially associated with AWS billing help, invoice support, and cost analysis, while other products focus more on optimization than billing workflows. For buyers prioritizing billing integration, the strongest grounded signals come from tools that combine clear dashboards, usage visibility, and practical help with billing-related questions and reporting. ### What best tools for forecasting cloud usage costs? Based on G2 reviews, forecasting features are most valued when they help teams move from reactive cost reviews to proactive planning. According to verified users, strong forecasting support usually appears alongside budgeting, anomaly detection, and cost trend visibility. G2 reviewers mention the need for near real-time data, cost planning, and reports that help leadership understand changing usage patterns before bills become surprises. Products in this category are often praised for helping finance and engineering work from the same cloud cost signals. Recent review themes show that buyers want forecasting tools that improve budget confidence, surface anomalies early, and connect spend patterns to optimization decisions. The most grounded review evidence supports platforms that combine cost visibility, alerts, and planning-oriented reporting. **Here are some of the top-rated products on G2:** - [IBM Cloudability](https://www.g2.com/products/ibm-cloudability/reviews) – frequently mentioned for forecasting, budgeting, and proactive cloud financial management - [Flexera One](https://www.g2.com/products/flexera-one/reviews) – often used for cost planning, budgeting, and forecasting across multi-cloud environments - [Vantage](https://www.g2.com/products/vntg-inc-vantage/reviews) – commonly used for tracking spend trends, planning budgets, and improving financial visibility ### What best platforms for tracking multi-cloud expenses? Based on G2 reviews, buyers tracking multi-cloud expenses want a centralized view of spend across providers, along with better allocation and easier reporting. According to verified users, the strongest tools reduce the need to jump across multiple cloud consoles and make it easier to see costs by team, service, or environment. G2 reviewers mention unified dashboards, cross-provider reporting, and improved visibility for AWS, Azure, GCP, and Kubernetes costs. Recent reviews also emphasize that multi-cloud buyers value anomaly detection and better communication between finance and engineering. The most grounded review evidence points to platforms that consolidate cost data, simplify spend analysis, and help teams understand where cloud budget is going without relying on manual exports or disconnected dashboards. **Here are some of the top-rated products on G2:** - [Vantage](https://www.g2.com/products/vntg-inc-vantage/reviews) – often used to unify cloud cost reporting across multiple providers and accounts - [IBM Cloudability](https://www.g2.com/products/ibm-cloudability/reviews) – frequently cited for consolidated visibility across multi-cloud environments - [CloudZero](https://www.g2.com/products/cloudzero/reviews) – commonly used to centralize spend visibility and link costs to business dimensions ### Which cloud cost management platform is most user-friendly? Based on G2 reviews, user-friendliness in cloud cost management tools usually comes down to clear dashboards, easy onboarding, and reducing the effort needed to understand spending data. According to verified users, several products are praised for intuitive interfaces, simple setup, and making cloud cost information more accessible beyond just FinOps specialists. G2 reviewers mention straightforward dashboards, easier cost exploration, and better usability for finance, engineering, and leadership stakeholders. Recent feedback suggests that buyers favor tools that shorten time to insight, support fast adoption, and reduce the need for manual reporting. In this dataset, products like Vantage, CloudKeeper, and CloudZero receive repeated praise for usability, though the best fit depends on whether a buyer values billing simplicity, multi-cloud visibility, or customizable views. ### What best platforms for tracking cost allocation by department? Based on G2 reviews, cost allocation by department is a key requirement for buyers who need stronger accountability across finance, engineering, and business teams. According to verified users, the most useful cloud cost management tools let teams break down spend by account, service, team, project, business unit, or custom dimensions. G2 reviewers mention chargeback and showback reporting, tagging support, virtual tagging, and easier ways to connect cloud costs with organizational ownership. Recent reviews show that buyers value platforms that turn complex billing data into views that department leaders can actually use. The strongest grounded signals in this dataset point to products that centralize cost data, improve allocation accuracy, and make it easier to explain who owns which portion of cloud spend. **Here are some of the top-rated products on G2:** - [Vantage](https://www.g2.com/products/vntg-inc-vantage/reviews) – often used for cost breakdowns by team, business unit, and project with strong visibility features - [CloudZero](https://www.g2.com/products/cloudzero/reviews) – commonly used to allocate spend by customer, product, workload, or team - [Finout](https://www.g2.com/products/finout/reviews) – frequently mentioned for shared cost allocation, virtual tagging, and team-level cost visibility ## How Many Cloud Cost Management Tools Products Does G2 Track? **Total Products under this Category:** 228 ### Category Stats (Jul 2026) - **Average Rating**: 4.6/5 (↑0.01 vs Jun 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: OpsRamp (+0.46%) - Among all products in this category, OpsRamp recorded the largest rating increase compared to last month *Last updated: July 05, 2026* ## How Does G2 Rank Cloud Cost Management Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 6,100+ Authentic Reviews - 228+ 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. ## Which Cloud Cost Management Tools Is Best for Your Use Case? - **Best for Small Businesses:** [CloudKeeper](https://www.g2.com/products/cloudkeeper/reviews) - **Best for Mid-Market:** [CloudKeeper](https://www.g2.com/products/cloudkeeper/reviews) - **Best for Enterprise:** [Amazon CloudWatch](https://www.g2.com/products/amazon-cloudwatch/reviews) - **Highest User Satisfaction:** [CloudKeeper](https://www.g2.com/products/cloudkeeper/reviews) - **Best Free Software:** [Datadog](https://www.g2.com/products/datadog/reviews) --- **Sponsored** ### 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. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1388&secure%5Bchosen_at%5D=2026-07-06T10%3A41%3A42Z&secure%5Bdisplayable_resource_id%5D=1388&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1388&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1386881&secure%5Bresource_id%5D=1388&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fcloud-cost-management%2Fenterprise%3Fopen_modal_url%3D%252Fproducts%252Fscaleops-cloud-native-optimization-scaleops%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fcloud-cost-management%25252Fenterprise%2526source%253Dcategory&secure%5Btoken%5D=6883d952a50cc62d7ddf8f264af8b902671405cfd03a82048a8684a10e279bf0&secure%5Burl%5D=https%3A%2F%2Fscaleops.com&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated Cloud Cost Management Tools Products in 2026? ### 1. [Amazon CloudWatch](https://www.g2.com/products/amazon-cloudwatch/reviews) 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: 8.5/10) - **Reporting:** 8.5/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.7/10 (Category avg: 8.9/10) **Who Is the Company Behind Amazon CloudWatch?** - **Seller:** [Amazon Web Services (AWS)](https://www.g2.com/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd) - **Year Founded:** 2006 - **HQ Location:** Seattle, WA - **Twitter:** @awscloud (2,232,483 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/amazon-web-services/ (147,094 employees on LinkedIn®) - **Ownership:** NASDAQ: AMZN **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 42% Enterprise, 30% Mid-Market #### What Are Amazon CloudWatch's Pros and Cons? **Pros:** - Log Management (12 reviews) - Integrations (6 reviews) - Alerting System (5 reviews) - Alerting Systems (5 reviews) - Data Centralization (5 reviews) **Cons:** - Pricing Issues (4 reviews) - Cost Management (3 reviews) - Expensive (3 reviews) - Complexity (2 reviews) - Configuration Difficulty (2 reviews) ### What Do G2 Reviewers Say About Amazon CloudWatch? *AI-generated summary from verified user reviews* **Pros:** - Users value the **centralized log management** in Amazon CloudWatch, enabling efficient monitoring and incident handling. - Users value the **seamless AWS integrations** of CloudWatch, enabling efficient and centralized monitoring across services. - Users appreciate the **real-time monitoring and alerting** features of Amazon CloudWatch, ensuring prompt detection of issues. - Users value the **real-time alerting capabilities** of Amazon CloudWatch, ensuring quick detection and resolution of issues. - Users value the **data centralization** in Amazon CloudWatch, enabling efficient tracking and management of system performance. **Cons:** - Users find the **pricing structure confusing** , especially with high log volume and custom metrics leading to unexpected costs. - Users find **cost management challenging** with Amazon CloudWatch due to complex pricing and high expenses at scale. - Users find Amazon CloudWatch to be **expensive** as costs rise significantly with increased logging and monitoring needs. - Users find the **complexity of configuration and pricing** in Amazon CloudWatch challenging, especially for newcomers. - Users find the **configuration complexity** of Amazon CloudWatch challenging, particularly with custom metrics and cost management. #### What Are Recent G2 Reviews of Amazon CloudWatch? **"[Seamless AWS Integration and Feature-Rich Log Access](https://www.g2.com/survey_responses/amazon-cloudwatch-review-12850490)"** **Rating:** 4.5/5.0 stars *— Adam E.* [Read full review](https://www.g2.com/survey_responses/amazon-cloudwatch-review-12850490) --- **"[Strong AWS Integration with Powerful Real-Time Monitoring](https://www.g2.com/survey_responses/amazon-cloudwatch-review-12781184)"** **Rating:** 4.5/5.0 stars *— Atharva P.* [Read full review](https://www.g2.com/survey_responses/amazon-cloudwatch-review-12781184) --- #### What Are G2 Users Discussing About Amazon CloudWatch? - [What is Amazon CloudWatch used for?](https://www.g2.com/discussions/what-is-amazon-cloudwatch-used-for) - [What is AWS CloudWatch metrics?](https://www.g2.com/discussions/what-is-aws-cloudwatch-metrics) - 1 comment - [What can CloudWatch monitor?](https://www.g2.com/discussions/what-can-cloudwatch-monitor) - 1 comment - [How can you use Amazon CloudWatch?](https://www.g2.com/discussions/how-can-you-use-amazon-cloudwatch) - [Which of the following are features of Amazon CloudWatch?](https://www.g2.com/discussions/which-of-the-following-are-features-of-amazon-cloudwatch) ### 2. [Flexera One](https://www.g2.com/products/flexera-one/reviews) 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:** 4.3/5.0 **Total Reviews:** 116 **How Do G2 Users Rate Flexera One?** - **Has the product been a good partner in doing business?:** 8.4/10 (Category avg: 9.3/10) - **Automation:** 8.3/10 (Category avg: 8.5/10) - **Reporting:** 8.0/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.0/10 (Category avg: 8.9/10) **Who Is the Company Behind Flexera One?** - **Seller:** [Flexera](https://www.g2.com/sellers/flexera) - **Year Founded:** 2008 - **HQ Location:** Itasca, IL - **Twitter:** @flexera (4,737 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/574962/ (2,072 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Analyst, Consultant - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 75% Enterprise, 16% Mid-Market #### What Are Flexera One's Pros and Cons? **Pros:** - Ease of Use (54 reviews) - Features (47 reviews) - Integrations (37 reviews) - Product Quality (36 reviews) - Visibility (35 reviews) **Cons:** - Complexity (37 reviews) - Difficult Learning (35 reviews) - Learning Curve (31 reviews) - Complex Setup (25 reviews) - Difficult Setup (23 reviews) ### 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, thanks to its intuitive interface and streamlined management features. - Users value the **unified dashboard** of Flexera One, providing insightful management of on-premises and cloud environments. - Users value the **seamless integration capabilities** of Flexera One, enhancing visibility across hybrid IT environments. - Users value the **product quality** of Flexera One, benefiting from its seamless integrations and advanced capabilities. - Users value the **unified visibility** Flexera One delivers, simplifying management across all IT assets effortlessly. **Cons:** - Users face a **steep learning curve** with Flexera One due to its complex setup and feature-rich interface. - Users find **difficult learning** aspects due to the overwhelming features and steep learning curve for advanced functionalities. - Users find the **learning curve challenging** , noting that onboarding can be time-consuming and overwhelming initially. - Users often struggle with the **complex setup** of Flexera One, finding initial implementation and integration resource-intensive. - Users find the **difficult setup** of Flexera One challenging, requiring significant time and technical expertise for implementation. #### What Are Recent G2 Reviews of Flexera One? **"[A must have tool for inventory management for every organisation](https://www.g2.com/survey_responses/flexera-one-review-11647810)"** **Rating:** 5.0/5.0 stars *— Adeeba I.* [Read full review](https://www.g2.com/survey_responses/flexera-one-review-11647810) --- **"[Accurate Spend Visibility and Deep License Intelligence for Confident Decisions](https://www.g2.com/survey_responses/flexera-one-review-12669217)"** **Rating:** 4.0/5.0 stars *— imad M.* [Read full review](https://www.g2.com/survey_responses/flexera-one-review-12669217) --- ### 3. [Cast AI](https://www.g2.com/products/cast-ai/reviews) Cast AI is an automation platform for operating cloud-native and AI infrastructure at scale. It keeps applications fast and stable by continuously optimizing production systems and eliminating manual operations as environments scale. **Average Rating:** 4.6/5.0 **Total Reviews:** 191 **How Do G2 Users Rate Cast AI?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10) - **Automation:** 9.4/10 (Category avg: 8.5/10) - **Reporting:** 8.2/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.3/10 (Category avg: 8.9/10) **Who Is the Company Behind Cast AI?** - **Seller:** [Cast AI](https://www.g2.com/sellers/cast-ai) - **Company Website:** https://cast.ai - **Year Founded:** 2019 - **HQ Location:** Miami, FL - **Twitter:** @cast_ai (1,826 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cast-ai (340 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** DevOps Engineer, Senior DevOps Engineer - **Top Industries:** Financial Services, Information Technology and Services - **Company Size:** 41% Mid-Market, 23% Enterprise #### What Are Cast AI's Pros and Cons? **Pros:** - Cost Management (53 reviews) - Cost Saving (53 reviews) - Ease of Use (50 reviews) - Cost Reduction (49 reviews) - Pricing (48 reviews) **Cons:** - Scaling Issues (13 reviews) - Expensive (12 reviews) - Learning Difficulty (11 reviews) - Poor Documentation (10 reviews) - Pricing Issues (10 reviews) ### What Do G2 Reviewers Say About Cast AI? *AI-generated summary from verified user reviews* **Pros:** - Users value the **cost management capabilities** of CAST AI, effectively reducing cluster expenses and enhancing flexibility. - Users value the **cost savings** offered by CAST AI, significantly reducing cloud expenses while optimizing resource management. - Users value the **ease of use** of CAST AI, appreciating its straightforward setup and useful features. - Users value the **significant cost reductions** achieved with CAST AI's efficient Kubernetes optimization and autoscaling capabilities. - Users value the **affordable pricing** of CAST AI, appreciating its cost-saving features and effective management tools. **Cons:** - Users struggle with **scaling issues** in Cast AI, as dynamic workload right-sizing struggles with unpredictable traffic and infrastructure drift. - Users find the **pricing expensive** , especially for small clusters, despite its current value. - Users often face a **steep learning curve** with advanced features and understanding the platform's cost and performance metrics. - Users report **poor documentation** , leading to confusion and contradictory support responses that hinder their experience with Cast AI. - Users highlight **pricing issues** due to unclear cost visibility and a complex billing process in Cast AI. #### What Are Recent G2 Reviews of Cast AI? **"[Solid tool for cutting cloud costs and reducing infra toil](https://www.g2.com/survey_responses/cast-ai-review-12457732)"** **Rating:** 4.5/5.0 stars *— Rahul Abishek K.* [Read full review](https://www.g2.com/survey_responses/cast-ai-review-12457732) --- **"[Lock and Bolt Infrastructure: Fire-and-Forget Cloud Savings for K8s](https://www.g2.com/survey_responses/cast-ai-review-12457236)"** **Rating:** 4.5/5.0 stars *— Ajay B.* [Read full review](https://www.g2.com/survey_responses/cast-ai-review-12457236) --- #### What Are G2 Users Discussing About Cast AI? - [What is CAST AI used for?](https://www.g2.com/discussions/what-is-cast-ai-used-for) - 1 comment, 1 upvote ### 4. [IBM Cloudability](https://www.g2.com/products/ibm-cloudability/reviews) IBM Cloudability is built to support the organizational adoption of FinOps—the cultural practice and operational process of bringing financial accountability to the scalable, variable, and distributed nature of cloud and related costs. Its enterprise-grade FinOps features enable IT, finance, and business teams to optimize cloud, AI and Kubernetes costs and communicate the business value of these investments. Cloudability normalizes and structures billing and usage data from across public cloud ecosystems. Its robust set of capabilities enable teams to: • Fully allocate cloud spend, including containers and AI related costs, and support charges—enabling chargeback across the business and continuous improvements to cloud unit economics • Estimate workload costs, build budgets and create driver-based forecasts that surface variance details while tracking spend to plan • Automatically optimize cloud costs via industry-leading rightsizing and commitment recommendations, allowing you to reduce operating expenses and fund future innovation investments • Make decisions with speed and confidence, powered by team ownership of cloud spend • Allocate shared costs, like specialized technology, labor and vendors, to extend FinOps and accountability to the total cost of running cloud • Support FinOps organizations in Federal agencies via FedRAMP authorized IBM Cloudability for US Federal • Enable Managed Services Providers to ingest, structure, and customize billing data via IBM Cloudability MSP Cloudability enables practitioners with the capabilities they need to drive FinOps forward— with financial accountability, optimized cloud spend and a roadmap for FinOps maturity. With over 10 years of accumulated expertise and innovation, Cloudability is the category pioneer and market leader dedicated to helping you excel at FinOps. **Average Rating:** 4.2/5.0 **Total Reviews:** 202 **How Do G2 Users Rate IBM Cloudability?** - **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 9.3/10) - **Automation:** 7.2/10 (Category avg: 8.5/10) - **Reporting:** 8.5/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.2/10 (Category avg: 8.9/10) **Who Is the Company Behind IBM Cloudability?** - **Seller:** [Apptio, an IBM Company](https://www.g2.com/sellers/apptio-an-ibm-company) - **Company Website:** https://www.apptio.com/ - **Year Founded:** 1996 - **HQ Location:** Bellevue, WA - **Twitter:** @Apptio (9,662 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/apptio/ (1,280 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 62% Enterprise, 20% Mid-Market #### What Are IBM Cloudability's Pros and Cons? **Pros:** - Ease of Use (44 reviews) - Cost Management (37 reviews) - Insights (33 reviews) - Reporting (33 reviews) - Cost Tracking (30 reviews) **Cons:** - Missing Features (20 reviews) - Cost Management (15 reviews) - Complexity (14 reviews) - Inadequate Reporting (12 reviews) - Integration Issues (12 reviews) ### What Do G2 Reviewers Say About IBM Cloudability? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **ease of use** of IBM Cloudability, simplifying dashboard creation and improving collaboration in data visualization. - Users appreciate the **cost visibility** IBM Cloudability provides, aiding in effective financial management across multiple clouds. - Users value the **strong chargeback and flexible reporting features** of IBM Cloudability, enhancing accountability and decision-making. - Users appreciate the **reporting feature** of IBM Cloudability for its efficiency in delivering actionable insights and visibility. - Users value **cost visibility** in their multi-cloud environments, enhancing accountability and supporting their FinOps initiatives. **Cons:** - Users report **missing features** in IBM Cloudability, particularly with limited rightsizing recommendations and lack of comprehensive cost analysis. - Users find the **cost management capabilities lacking** due to incomplete data and limited allocation options. - Users find the **complexity of the interface** a challenge, making deeper analysis more difficult than expected. - Users struggle with **inadequate reporting** due to disjointed datasets and performance issues affecting their experience. - Users experience **integration issues** with IBM Cloudability, particularly with AWS focus and Azure compatibility challenges. #### What Are Recent G2 Reviews of IBM Cloudability? **"[Effective for Cloud Cost Optimization, Minor Hurdles](https://www.g2.com/survey_responses/ibm-cloudability-review-12693260)"** **Rating:** 4.0/5.0 stars *— anirban c.* [Read full review](https://www.g2.com/survey_responses/ibm-cloudability-review-12693260) --- **"[Granular Visibility and Ease of Use, But Setup Can Improve](https://www.g2.com/survey_responses/ibm-cloudability-review-12656524)"** **Rating:** 4.0/5.0 stars *— Raghav M.* [Read full review](https://www.g2.com/survey_responses/ibm-cloudability-review-12656524) --- #### What Are G2 Users Discussing About IBM Cloudability? - [What do you like most about Apptio Cloudability for cloud cost management, and what could be improved?](https://www.g2.com/discussions/what-do-you-like-most-about-apptio-cloudability-for-cloud-cost-management-and-what-could-be-improved) - [What is Apptio Cloudability used for?](https://www.g2.com/discussions/what-is-apptio-cloudability-used-for) ### 5. [ScaleOps](https://www.g2.com/products/scaleops-cloud-native-optimization-scaleops/reviews) 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: 8.5/10) - **Reporting:** 8.2/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.8/10 (Category avg: 8.9/10) **Who Is the Company Behind ScaleOps?** - **Seller:** [ScaleOps - Cloud-Native Optimization](https://www.g2.com/sellers/scaleops-cloud-native-optimization) - **Company Website:** https://scaleops.com - **Year Founded:** 2022 - **HQ Location:** New York, US - **LinkedIn® Page:** https://www.linkedin.com/company/scaleops-sh (140 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** DevOps Engineer - **Top Industries:** Computer Software, Financial Services - **Company Size:** 53% Mid-Market, 36% Enterprise #### What Are ScaleOps's Pros and Cons? **Pros:** - Customer Support (46 reviews) - Ease of Use (41 reviews) - Cost Saving (29 reviews) - Cost Reduction (27 reviews) - Easy Setup (24 reviews) **Cons:** - Scaling Issues (10 reviews) - Slow Performance (9 reviews) - Difficulty in Usage (8 reviews) - Missing Features (8 reviews) - Poor Documentation (8 reviews) ### What Do G2 Reviewers Say About ScaleOps? *AI-generated summary from verified user reviews* **Pros:** - Users commend ScaleOps for their **responsive customer support** , consistently addressing queries and providing proactive assistance. - Users find ScaleOps to offer an **incredibly easy-to-use platform** , making resource management seamless and intuitive. - Users highlight the **significant cost savings** achieved with ScaleOps, especially enjoying its ease of implementation. - Users value the **significant cost savings** from ScaleOps' automation, enhancing efficiency without sacrificing performance. - Users love the **easy setup** of ScaleOps, experiencing seamless installation and significant time savings for Kubernetes management. **Cons:** - Users report **scaling issues** with ScaleOps, particularly on small nodes, impacting efficiency and usability in larger clusters. - Users experience **slow performance** with ScaleOps, leading to trust issues and partial product disablement in production environments. - Users experience **difficulty in usage** , particularly with setup, onboarding, and understanding complex features and documentation. - Users notice several **missing features** in ScaleOps, particularly around observability and data management options. - Users express a need for **poor documentation** , citing unclear APIs and insufficient examples for configuration. #### What Are Recent G2 Reviews of ScaleOps? **"[Dynamic Resource Optimization That Cuts Costs and Keeps Workloads Stable](https://www.g2.com/survey_responses/scaleops-review-12342100)"** **Rating:** 4.5/5.0 stars *— Murugan U.* [Read full review](https://www.g2.com/survey_responses/scaleops-review-12342100) --- **"[ScaleOps Makes Kubernetes Cost Optimization Effortless with Smart Right-Sizing](https://www.g2.com/survey_responses/scaleops-review-12668282)"** **Rating:** 4.5/5.0 stars *— Ashish Y.* [Read full review](https://www.g2.com/survey_responses/scaleops-review-12668282) --- ### 6. [Cloudshot](https://www.g2.com/products/cloudshot/reviews) 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 **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: 8.5/10) - **Reporting:** 9.7/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.5/10 (Category avg: 8.9/10) **Who Is the Company Behind Cloudshot?** - **Seller:** [Cloudshot](https://www.g2.com/sellers/cloudshot) - **Year Founded:** 2023 - **HQ Location:** Pune, IN - **LinkedIn® Page:** https://www.linkedin.com/company/cloudshot-io/ (4 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Cloud Architect, MD - **Top Industries:** Information Technology and Services - **Company Size:** 135% Enterprise, 23% Mid-Market #### What Are Cloudshot's Pros and Cons? **Pros:** - Cloud Services (51 reviews) - Ease of Use (41 reviews) - Cloud Management (34 reviews) - Features (24 reviews) - Cost Optimization (22 reviews) **Cons:** - Missing Features (4 reviews) - Difficult Learning (3 reviews) - Steep Learning Curve (3 reviews) - Complex Configuration (2 reviews) - Difficult Setup (2 reviews) ### What Do G2 Reviewers Say About Cloudshot? *AI-generated summary from verified user reviews* **Pros:** - Users admire the **multi-cloud support** of Cloudshot, streamlining management across AWS, Azure, and Google Cloud seamlessly. - Users commend the **ease of use** of Cloudshot, appreciating its simple interface and clear visualizations for everyone. - Users find Cloudshot's **user-friendly interface** makes cloud management simple, enhancing their overall experience and efficiency. - Users appreciate the **intuitive setup and comprehensive visual features** of Cloudshot for managing multi-cloud environments effectively. - Users find **cost optimization** in Cloudshot invaluable, streamlining chargebacks and providing essential data for efficient management. **Cons:** - Users find **missing features** in Cloudshot, such as APM and tag fixing, impacting their overall experience. - Users find **difficult learning** for new users, needing time to explore and understand Cloudshot’s rich features effectively. - Users face a **steep learning curve** with Cloudshot, needing time to grasp its extensive features and capabilities. - Users find the **complex configuration** of automation workflows requires effort to integrate with their existing DevOps processes. - Users find the **difficult setup** of Cloudshot challenging, requiring considerable effort for automation workflows and policies. #### What Are Recent G2 Reviews of Cloudshot? **"[Great tool, highly recommended](https://www.g2.com/survey_responses/cloudshot-review-10747822)"** **Rating:** 5.0/5.0 stars *— Natasha B.* [Read full review](https://www.g2.com/survey_responses/cloudshot-review-10747822) --- **"[Easy to Use, Multi-Cloud Visualizations and operational features.](https://www.g2.com/survey_responses/cloudshot-review-10695935)"** **Rating:** 5.0/5.0 stars *— Pratik K.* [Read full review](https://www.g2.com/survey_responses/cloudshot-review-10695935) --- ### 7. [Google Cloud Trace](https://www.g2.com/products/google-cloud-trace/reviews) 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](https://www.g2.com/sellers/google) - **Year Founded:** 1998 - **HQ Location:** Mountain View, CA - **Twitter:** @google (31,899,995 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (341,888 employees on LinkedIn®) - **Ownership:** NASDAQ:GOOG **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 37% Small-Business, 34% Mid-Market #### What Are Google Cloud Trace's Pros and Cons? **Pros:** - Customer Support (1 reviews) - Ease of Use (1 reviews) - Easy Access (1 reviews) - Features (1 reviews) - Implementation Ease (1 reviews) ### What Do G2 Reviewers Say About Google Cloud Trace? *AI-generated summary from verified user reviews* **Pros:** - Users value the **exceptional customer support** of Google Cloud Trace, enhancing their experience with comprehensive documentation and assistance. - Users appreciate the **ease of use** of Google Cloud Trace, enjoying its user-friendly interface and implementation simplicity. - Users appreciate the **easy access** of Google Cloud Trace, enabling seamless integration and user-friendly experience across platforms. - Users value the **versatile features** of Google Cloud Trace, appreciating its ease of use and comprehensive documentation. - Users appreciate the **implementation ease** of Google Cloud Trace, enabling quick integration with various services effortlessly. #### What Are Recent G2 Reviews of Google Cloud Trace? **"[Google Cloud Product Review](https://www.g2.com/survey_responses/google-cloud-trace-review-11070510)"** **Rating:** 5.0/5.0 stars *— Opeyemi O.* [Read full review](https://www.g2.com/survey_responses/google-cloud-trace-review-11070510) --- **"[My review for Google Cloud Trace!!!](https://www.g2.com/survey_responses/google-cloud-trace-review-8288644)"** **Rating:** 4.0/5.0 stars *— Ashish S.* [Read full review](https://www.g2.com/survey_responses/google-cloud-trace-review-8288644) --- #### What Are G2 Users Discussing About Google Cloud Trace? - [What is the features of Google cloud?](https://www.g2.com/discussions/google-cloud-trace-what-is-the-features-of-google-cloud) - [What is tracing in Google?](https://www.g2.com/discussions/what-is-tracing-in-google) - 1 comment, 1 upvote - [Which GCP products are integrated into Google Cloud trace?](https://www.g2.com/discussions/which-gcp-products-are-integrated-into-google-cloud-trace) - [How does Google Cloud trace work?](https://www.g2.com/discussions/how-does-google-cloud-trace-work) - 1 comment, 1 upvote ### 8. [Datadog](https://www.g2.com/products/datadog/reviews) 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:** 709 **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: 8.5/10) - **Reporting:** 8.3/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.0/10 (Category avg: 8.9/10) **Who Is the Company Behind Datadog?** - **Seller:** [Datadog](https://www.g2.com/sellers/datadog) - **Company Website:** https://www.datadoghq.com/ - **Year Founded:** 2010 - **HQ Location:** New York - **Twitter:** @datadoghq (51,207 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1066442/ (9,386 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, DevOps Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 47% Mid-Market, 34% Enterprise #### What Are Datadog's Pros and Cons? **Pros:** - Monitoring (150 reviews) - Ease of Use (145 reviews) - Real-time Monitoring (122 reviews) - Features (98 reviews) - Analytics (94 reviews) **Cons:** - Expensive (102 reviews) - Pricing Issues (81 reviews) - Learning Curve (75 reviews) - Cost (65 reviews) - Learning Difficulty (56 reviews) ### What Do G2 Reviewers Say About Datadog? *AI-generated summary from verified user reviews* **Pros:** - Users value the **intuitive monitoring tools** of Datadog, finding it easy to gain insights and support. - Users appreciate the **ease of use** of Datadog, enjoying seamless integrations and intuitive dashboard creation. - Users appreciate the **real-time monitoring** capabilities of Datadog, enhancing their operational efficiency and responsiveness. - Users appreciate the **robust and user-friendly features** of Datadog, enhancing their monitoring and integration capabilities. - Users commend the **intuitive analytics and dashboard creation** in Datadog, facilitating seamless user session tracking. **Cons:** - Users find the **subscription cost too high** , feeling Datadog could offer better value for money. - Users express concerns about **pricing issues** , as costs can escalate rapidly and appear excessively high. - Users find the **steep learning curve** challenging, especially with frequent updates and advanced features to master. - Users feel that the **cost is too high** , especially as expenses can scale quickly with added features. - Users experience a **learning difficulty** due to a steep curve and complicated setup, especially for newcomers. #### What Are Recent G2 Reviews of Datadog? **"[Unified Observability with Powerful Integrations and Fast Root Cause Analysis](https://www.g2.com/survey_responses/datadog-review-12783228)"** **Rating:** 4.5/5.0 stars *— Ravindra N.* [Read full review](https://www.g2.com/survey_responses/datadog-review-12783228) --- **"[Faster incident detection and root-cause analysis, leading to better customer experience.](https://www.g2.com/survey_responses/datadog-review-12850013)"** **Rating:** 4.5/5.0 stars *— Bertrand P.* [Read full review](https://www.g2.com/survey_responses/datadog-review-12850013) --- #### What Are G2 Users Discussing About Datadog? - [How good is Datadog?](https://www.g2.com/discussions/how-good-is-datadog) - [Does Datadog use AWS?](https://www.g2.com/discussions/does-datadog-use-aws) - 2 comments - [What can Datadog monitor?](https://www.g2.com/discussions/what-can-datadog-monitor) - [What is the use of Datadog?](https://www.g2.com/discussions/what-is-the-use-of-datadog) - 3 comments ### 9. [AWS Budgets](https://www.g2.com/products/aws-budgets/reviews) 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: 8.5/10) - **Reporting:** 8.9/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.8/10 (Category avg: 8.9/10) **Who Is the Company Behind AWS Budgets?** - **Seller:** [Amazon Web Services (AWS)](https://www.g2.com/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd) - **Year Founded:** 2006 - **HQ Location:** Seattle, WA - **Twitter:** @awscloud (2,232,483 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/amazon-web-services/ (147,094 employees on LinkedIn®) - **Ownership:** NASDAQ: AMZN **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 53% Small-Business, 24% Mid-Market #### What Are Recent G2 Reviews of AWS Budgets? **"[AWS Budget for your Budget](https://www.g2.com/survey_responses/aws-budgets-review-9087798)"** **Rating:** 4.0/5.0 stars *— Ajay S N.* [Read full review](https://www.g2.com/survey_responses/aws-budgets-review-9087798) --- **"[Proactive Cloud Spending with Easy Setup](https://www.g2.com/survey_responses/aws-budgets-review-12909236)"** **Rating:** 4.5/5.0 stars *— Atharva P.* [Read full review](https://www.g2.com/survey_responses/aws-budgets-review-12909236) --- #### What Are G2 Users Discussing About AWS Budgets? - [What is AWS Budgets used for?](https://www.g2.com/discussions/what-is-aws-budgets-used-for) - [What services are free on AWS?](https://www.g2.com/discussions/what-services-are-free-on-aws) - [How do I create a budget on AWS?](https://www.g2.com/discussions/how-do-i-create-a-budget-on-aws) - [What is the main goal for creating a usage budget type in AWS budgets )?](https://www.g2.com/discussions/what-is-the-main-goal-for-creating-a-usage-budget-type-in-aws-budgets) - [What is AWS budget?](https://www.g2.com/discussions/what-is-aws-budget) ### 10. [CloudKeeper](https://www.g2.com/products/cloudkeeper/reviews) 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:** 291 **How Do G2 Users Rate CloudKeeper?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10) - **Automation:** 8.5/10 (Category avg: 8.5/10) - **Reporting:** 8.9/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.1/10 (Category avg: 8.9/10) **Who Is the Company Behind CloudKeeper?** - **Seller:** [CloudKeeper](https://www.g2.com/sellers/cloudkeeper) - **Company Website:** https://cloudkeeper.com - **Year Founded:** 2019 - **HQ Location:** Singapore, Singapore - **Twitter:** @cloud_keeper (125 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cloudkeeper/ (383 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** DevOps Engineer, CTO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 67% Mid-Market, 23% Small-Business #### What Are CloudKeeper's Pros and Cons? **Pros:** - Customer Support (52 reviews) - Helpful (32 reviews) - Recommendations (28 reviews) - Cost Saving (20 reviews) - Insights (20 reviews) **Cons:** - Missing Features (8 reviews) - Dashboard Issues (7 reviews) - AWS Limitations (5 reviews) - Cost Management (4 reviews) - Difficult Setup (4 reviews) ### What Do G2 Reviewers Say About CloudKeeper? *AI-generated summary from verified user reviews* **Pros:** - Users commend the **responsive customer support** of CloudKeeper, appreciating timely assistance and effective issue resolution. - Users appreciate the **helpful support team** of CloudKeeper, enhancing security and optimizing AWS service management. - Users value the **collaborative cloud cost optimization** features of CloudKeeper, enhancing teamwork across engineering and finance. - Users appreciate the **cost-saving capabilities** of CloudKeeper, significantly reducing their cloud expenses and optimizing budgets. - Users value the **real-time cost insights** from CloudKeeper, facilitating spending monitoring and resource optimization effortlessly. **Cons:** - Users find the **missing features** in CloudKeeper, such as tagging and APIs, limit customization and automation options. - Users face **complex implementation challenges** with CloudKeeper, affecting integration and real-time data availability on the dashboard. - Users face **AWS limitations** with CloudKeeper, impacting flexibility and control over Service Control Policies and credentials. - Users report that the **cost management insights** in CloudKeeper are unclear and inefficient, leading to unexpected expenses. - Users find the **difficult setup** of CloudKeeper challenging, especially when integrating with existing infrastructure and creating custom views. #### What Are Recent G2 Reviews of CloudKeeper? **"[Excellent Cloud Visibility and Cost Control Made Easy](https://www.g2.com/survey_responses/cloudkeeper-review-12980640)"** **Rating:** 4.5/5.0 stars *— Sachin B.* [Read full review](https://www.g2.com/survey_responses/cloudkeeper-review-12980640) --- **"[Review](https://www.g2.com/survey_responses/cloudkeeper-review-8446752)"** **Rating:** 4.5/5.0 stars *— Dhirendra K.* [Read full review](https://www.g2.com/survey_responses/cloudkeeper-review-8446752) --- #### What Are G2 Users Discussing About CloudKeeper? - [What do you recommend for organizations considering CloudKeeper for cloud cost optimization?](https://www.g2.com/discussions/what-do-you-recommend-for-organizations-considering-cloudkeeper-for-cloud-cost-optimization) - 1 comment ### 11. [PointFive](https://www.g2.com/products/pointfive-2024-08-28/reviews) PointFive Redefines AI and Cloud Efficiency with an OS That Spans Cloud and Coding Agents. **Average Rating:** 4.9/5.0 **Total Reviews:** 32 **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: 8.5/10) - **Reporting:** 9.1/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.7/10 (Category avg: 8.9/10) **Who Is the Company Behind PointFive?** - **Seller:** [PointFive](https://www.g2.com/sellers/pointfive) - **Company Website:** https://www.pointfive.co/ - **Year Founded:** 2023 - **HQ Location:** New York City, US - **LinkedIn® Page:** https://www.linkedin.com/company/pointfive-us/ (128 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Financial Services, Computer Software - **Company Size:** 53% Enterprise, 38% Mid-Market #### What Are PointFive's Pros and Cons? **Pros:** - Recommendations (14 reviews) - Savings (11 reviews) - Cost Reduction (9 reviews) - Cost Saving (9 reviews) - Ease of Use (9 reviews) **Cons:** - User Interface (3 reviews) - Confusion (2 reviews) - Difficulty (2 reviews) - Inadequate Reporting (2 reviews) - Insufficient Documentation (2 reviews) ### What Do G2 Reviewers Say About PointFive? *AI-generated summary from verified user reviews* **Pros:** - Users love how PointFive provides **automated savings insights** , significantly simplifying their cost reduction efforts and enhancing efficiency. - Users value the **significant time savings** offered by PointFive, streamlining their cost investigation and analysis process. - Users value PointFive for its **effective cost reduction** , simplifying the process of identifying and acting on savings. - Users highlight the **significant cost savings** achieved with PointFive, streamlining savings investigations and enhancing efficiency. - Users find PointFive very **easy to use** , appreciating its intuitive interface and straightforward integration. **Cons:** - Users find the **user interface confusing** with issues in filtering and report building that impede usability. - Users find the **user interface confusing** and experience difficulty with the poweruser query language. - Users find the **UI functionality difficult** , noting cumbersome filtering and reporting processes that hinder usability. - Users find the **inadequate reporting** capabilities of PointFive limiting for effective FinOps management at scale. - Users note the **insufficient documentation** regarding commitment management, hindering effective adoption and reporting capabilities. #### What Are Recent G2 Reviews of PointFive? **"[Empowers Cost Visibility, Needs UI Polish](https://www.g2.com/survey_responses/pointfive-review-12352857)"** **Rating:** 5.0/5.0 stars *— Darcy A.* [Read full review](https://www.g2.com/survey_responses/pointfive-review-12352857) --- **"[Powerful, Connected Insights for Savings, Inventory, and Workflow](https://www.g2.com/survey_responses/pointfive-review-12371466)"** **Rating:** 4.5/5.0 stars *— Vijay Kumar V.* [Read full review](https://www.g2.com/survey_responses/pointfive-review-12371466) --- ### 12. [Vantage](https://www.g2.com/products/vntg-inc-vantage/reviews) 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:** 69 **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: 8.5/10) - **Reporting:** 8.7/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.8/10 (Category avg: 8.9/10) **Who Is the Company Behind Vantage?** - **Seller:** [VNTG, Inc.](https://www.g2.com/sellers/vntg-inc) - **Company Website:** https://vantage.sh/ - **Year Founded:** 2020 - **HQ Location:** New York City, US - **Twitter:** @joinvantage (1,370 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/69864141 (106 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 41% Small-Business, 30% Enterprise #### What Are Vantage's Pros and Cons? **Pros:** - Ease of Use (23 reviews) - Cost Management (21 reviews) - Cost Reduction (15 reviews) - Easy Setup (14 reviews) - Data Centralization (12 reviews) **Cons:** - Limited Customization (7 reviews) - Missing Features (7 reviews) - Inadequate Reporting (6 reviews) - Steep Learning Curve (6 reviews) - Expensive (5 reviews) ### What Do G2 Reviewers Say About Vantage? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Vantage, enabling quick setup and a streamlined cloud cost management experience. - Users value the **effective cost management** features of Vantage, simplifying AWS spend analysis and enhancing visibility. - Users note the **significant cost reduction** provided by Vantage through automated tagging and clear reporting features. - Users appreciate the **easy setup** of Vantage, making cloud cost management quick and straightforward. - Users value Vantage for its **data centralization** , offering clear insights into cloud spending across multiple platforms. **Cons:** - Users feel that the **customization options are too limited** for dashboards, hindering their data representation needs. - Users are disappointed by the **missing features** in Vantage, particularly the lack of dark mode and live data. - Users find the **inadequate reporting** limits their ability to customize and filter information effectively for their needs. - Users find a **steep learning curve** with Vantage, requiring time to master its features and setup processes. - Users find Vantage to be **expensive** , especially with fees increasing significantly after reaching the free tier limit. #### What Are Recent G2 Reviews of Vantage? **"[Vantage Simplifies Cross-Platform Budgeting with Clear Cost Accountability](https://www.g2.com/survey_responses/vantage-review-12299583)"** **Rating:** 4.5/5.0 stars *— Shantanu G.* [Read full review](https://www.g2.com/survey_responses/vantage-review-12299583) --- **"[Consistent and Reliable Cloud Cost Visibility](https://www.g2.com/survey_responses/vantage-review-11630115)"** **Rating:** 5.0/5.0 stars *— Manil G.* [Read full review](https://www.g2.com/survey_responses/vantage-review-11630115) --- ### 13. [CloudZero](https://www.g2.com/products/cloudzero/reviews) CloudZero is the leader in cloud and AI cost intelligence. We empower the world's engineers to build cost-efficient software without slowing down innovation. CloudZero's platform automates the collection, allocation, and analysis of cloud cost data to uncover savings opportunities and improve unit economics. Our unique approach ensures organizations have the most complete, accurate, and granular source of truth for their cloud costs. CloudZero is used by industry leaders worldwide, such as Coinbase, Klaviyo, Miro, New Relic, Nubank, and Rapid7. **Average Rating:** 4.6/5.0 **Total Reviews:** 63 **How Do G2 Users Rate CloudZero?** - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.3/10) - **Automation:** 7.3/10 (Category avg: 8.5/10) - **Reporting:** 9.3/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.4/10 (Category avg: 8.9/10) **Who Is the Company Behind CloudZero?** - **Seller:** [CloudZero](https://www.g2.com/sellers/cloudzero-0c62bc93-8dfc-44cb-9ad3-5d89eae02fad) - **Company Website:** https://www.cloudzero.com - **Year Founded:** 2016 - **HQ Location:** Boston, MA - **Twitter:** @CloudZeroInc (5,476 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/856969/ (160 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Financial Services, Computer Software - **Company Size:** 42% Mid-Market, 36% Enterprise #### What Are CloudZero's Pros and Cons? **Pros:** - Cost Management (12 reviews) - Customer Support (9 reviews) - Ease of Use (9 reviews) - Insights (7 reviews) - Recommendations (7 reviews) **Cons:** - Dashboard Issues (3 reviews) - Limited Customization (3 reviews) - Steep Learning Curve (3 reviews) - Complexity (2 reviews) - Confusion (2 reviews) ### What Do G2 Reviewers Say About CloudZero? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **clear, actionable visibility** CloudZero provides into cloud costs, enhancing collaboration and decision-making. - Users commend the **responsive and professional customer support** team at CloudZero, enhancing their overall experience and confidence. - Users value the **ease of use** in CloudZero, benefiting from its intuitive design and effective cost allocation. - Users value the **granular visibility** provided by CloudZero, enabling efficient cost management and insightful analytics. - Users value the **clear, actionable visibility into cloud costs** , enhancing collaboration and informed decision-making across teams. **Cons:** - Users face challenges with **dashboard issues** , struggling with limited metrics visibility and cumbersome analytics setup in CloudZero. - Users desire **greater customization options** in CloudZero, especially for user-friendly editing and detailed access controls. - Users notice a **steep learning curve** in CloudZero, especially for those unfamiliar with cloud and FinOps concepts. - Users find the **setup process complex** , with many challenges that hinder effective implementation and communication. - Users find the **setup process confusing** , facing challenges with implementation and communication throughout their experience. #### What Are Recent G2 Reviews of CloudZero? **"[CloudZero’s Customizable Cost Tracking with Business Insight](https://www.g2.com/survey_responses/cloudzero-review-12410144)"** **Rating:** 4.5/5.0 stars *— Pankaj K.* [Read full review](https://www.g2.com/survey_responses/cloudzero-review-12410144) --- **"[Great for attributing cloud spend to specific data science projects](https://www.g2.com/survey_responses/cloudzero-review-12828243)"** **Rating:** 5.0/5.0 stars *— Lokesh S.* [Read full review](https://www.g2.com/survey_responses/cloudzero-review-12828243) --- #### What Are G2 Users Discussing About CloudZero? - [What is CloudZero used for?](https://www.g2.com/discussions/what-is-cloudzero-used-for) ### 14. [IBM Turbonomic](https://www.g2.com/products/ibm-turbonomic/reviews) IBM Turbonomic, now part of the Concert platform, is a real-time application resource management platform designed to help users optimize and manage resources across hybrid and multi-cloud environments. This innovative solution continuously analyzes application performance and resource utilization, automating critical resourcing decisions to ensure optimal application performance while minimizing costs associated with cloud and infrastructure resources. IBM Turbonomic addresses the challenges of managing complex, dynamic environments. As organizations increasingly adopt hybrid and multi-cloud strategies, the need for effective resource management becomes paramount. Turbonomic provides a comprehensive approach to performance management by analyzing the entire technology stack, identifying inefficiencies, and uncovering dependencies that can impact application performance. This proactive management capability allows organizations to maintain high service levels while controlling costs. One of the key features of IBM Turbonomic is its ability to continuously adjust application resources in real time. By monitoring resource utilization and application performance, Turbonomic prevents performance degradation and overprovisioning. This dynamic adjustment ensures that applications receive the necessary resources when needed, which is crucial for maintaining optimal performance levels. Additionally, the platform automates resource decisions such as scaling and placement, allowing organizations to focus on strategic initiatives rather than manual resource management tasks. Turbonomic customers report an average 33% reduction in cloud and infrastructure waste without impacting application performance, and return-on-investment of 471% over three years. IBM Turbonomic is also available on AWS Marketplace. By leveraging Turbonomic, businesses can ensure that their applications run smoothly, resources are utilized effectively, and costs are kept in check, all while maintaining a focus on innovation and growth. For further information, please visit www.ibm.com/products/turbonomic **Average Rating:** 4.4/5.0 **Total Reviews:** 288 **How Do G2 Users Rate IBM Turbonomic?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.3/10) - **Automation:** 8.7/10 (Category avg: 8.5/10) - **Reporting:** 8.1/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.6/10 (Category avg: 8.9/10) **Who Is the Company Behind IBM Turbonomic?** - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Company Website:** https://www.ibm.com - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity (74,660 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (328,202 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, System Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 43% Enterprise, 32% Mid-Market #### What Are IBM Turbonomic's Pros and Cons? **Pros:** - Cost Optimization (41 reviews) - Automation (38 reviews) - Ease of Use (37 reviews) - Performance (29 reviews) - Real-time Monitoring (29 reviews) **Cons:** - Complexity (32 reviews) - Learning Curve (30 reviews) - Complex Configuration (26 reviews) - Difficult Learning (25 reviews) - Difficult Setup (25 reviews) ### What Do G2 Reviewers Say About IBM Turbonomic? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **intelligent cost optimization** of IBM Turbonomic, effectively managing resources while lowering cloud expenses. - Users appreciate the **intelligent automation** of IBM Turbonomic, enhancing performance and reducing cloud costs through real-time optimization. - Users commend IBM Turbonomic for its **ease of use** , enhancing efficiency in managing resources and applications seamlessly. - Users value the **intelligent automation** of IBM Turbonomic, which optimizes resources for enhanced performance and cost efficiency. - Users value the **real-time monitoring** of IBM Turbonomic, enabling optimized resource allocation and enhanced application performance. **Cons:** - Users struggle with the **complexity** of IBM Turbonomic, facing a steep learning curve and challenging initial configurations. - Users struggle with the **difficult learning curve** of IBM Turbonomic, requiring significant time and effort to master. - Users find the **initial configuration complex** , often experiencing delays in achieving value and requiring extensive manual setup. - Users experience a **difficult learning curve** that requires significant time and effort to master the tool effectively. - Users find the **difficult setup** of IBM Turbonomic can hinder initial usability and requires significant learning effort. #### What Are Recent G2 Reviews of IBM Turbonomic? **"[Advanced Infrastructure Optimizer with challenging configuration requirements.](https://www.g2.com/survey_responses/ibm-turbonomic-review-12821189)"** **Rating:** 4.0/5.0 stars *— Pardeep J.* [Read full review](https://www.g2.com/survey_responses/ibm-turbonomic-review-12821189) --- **"[Smarter Resource Optimization with Real-Time Automation](https://www.g2.com/survey_responses/ibm-turbonomic-review-12380847)"** **Rating:** 5.0/5.0 stars *— Bishal D.* [Read full review](https://www.g2.com/survey_responses/ibm-turbonomic-review-12380847) --- #### What Are G2 Users Discussing About IBM Turbonomic? - [How much does Turbonomic cost?](https://www.g2.com/discussions/how-much-does-turbonomic-cost) - [Who uses Turbonomic?](https://www.g2.com/discussions/who-uses-turbonomic) - [What is Turbonomic IBM?](https://www.g2.com/discussions/what-is-turbonomic-ibm) - [What is Turbonomic used for?](https://www.g2.com/discussions/what-is-turbonomic-used-for) ### 15. [ServiceNow IT Asset Management](https://www.g2.com/products/servicenow-it-asset-management/reviews) 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:** 448 **How Do G2 Users Rate ServiceNow IT Asset Management?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.3/10) - **Automation:** 9.5/10 (Category avg: 8.5/10) - **Reporting:** 8.7/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.3/10 (Category avg: 8.9/10) **Who Is the Company Behind ServiceNow IT Asset Management?** - **Seller:** [ServiceNow](https://www.g2.com/sellers/servicenow) - **Company Website:** https://www.servicenow.com/ - **Year Founded:** 2004 - **HQ Location:** Santa Clara, CA - **Twitter:** @servicenow (55,548 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/29352/ (35,081 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 53% Enterprise, 18% Mid-Market #### What Are ServiceNow IT Asset Management's Pros and Cons? **Pros:** - Asset Management (45 reviews) - Ease of Use (22 reviews) - Integrations (19 reviews) - Tracking (15 reviews) - Features (11 reviews) **Cons:** - Learning Curve (15 reviews) - Expensive (14 reviews) - Complexity (7 reviews) - Difficult Setup (7 reviews) - Insufficient Information (5 reviews) ### What Do G2 Reviewers Say About ServiceNow IT Asset Management? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **comprehensive asset tracking features** of ServiceNow IT Asset Management, enhancing cost efficiency and budget accuracy. - Users appreciate the **ease of use** of ServiceNow IT Asset Management, simplifying asset management with everything in one place. - Users appreciate the **seamless integrations** of ServiceNow IT Asset Management, enhancing efficiency in software asset management. - Users appreciate the **seamless tracking** of IT assets, enhancing integration and management efficiency across systems. - Users value the **robust features** of ServiceNow IT Asset Management, enhancing efficiency and cost-effectiveness in asset management. **Cons:** - Users find the **learning curve challenging** , requiring significant time and effort to master the platform effectively. - Users feel that the pricing for ServiceNow IT Asset Management is **too expensive** for small companies and budget-conscious clients. - Users find the **complexity** of initial setup and licensing in ServiceNow IT Asset Management can be overwhelming and time-consuming. - Users find the **difficult setup** of ServiceNow IT Asset Management to be complex and time-consuming, requiring extra effort. - Users find the **insufficient information** on setup and integrations complicates the experience with ServiceNow IT Asset Management. #### What Are Recent G2 Reviews of ServiceNow IT Asset Management? **"[Efficient and scalable solution for managing IT assets and lifecycle](https://www.g2.com/survey_responses/servicenow-it-asset-management-review-12737433)"** **Rating:** 4.0/5.0 stars *— Dharamveer p.* [Read full review](https://www.g2.com/survey_responses/servicenow-it-asset-management-review-12737433) --- **"[Robust, Scalable Asset Management with Seamless CMDB Integration](https://www.g2.com/survey_responses/servicenow-it-asset-management-review-12934032)"** **Rating:** 5.0/5.0 stars *— Karpagaeswari S.* [Read full review](https://www.g2.com/survey_responses/servicenow-it-asset-management-review-12934032) --- #### What Are G2 Users Discussing About ServiceNow IT Asset Management? - [What is ServiceNow IT Asset Management used for?](https://www.g2.com/discussions/what-is-servicenow-it-asset-management-used-for) - 1 comment, 1 upvote ### 16. [Wiv](https://www.g2.com/products/wiv/reviews) Wiv.ai is a FinOps automation platform built for enterprise scale. Designed for FinOps, CloudOps, and MSP teams, Wiv.ai turns cloud cost insights into real-time, automated action. No code required. From idle resource cleanup to policy enforcement and budget control, our platform helps organizations cut waste, improve performance, and operate more efficiently across hundreds of environments. Built for action, not just analysis, Wiv empowers teams to take control of cloud spend across even the most complex environments. **Average Rating:** 4.9/5.0 **Total Reviews:** 22 **How Do G2 Users Rate Wiv?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.3/10) - **Automation:** 9.2/10 (Category avg: 8.5/10) - **Reporting:** 9.1/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.6/10 (Category avg: 8.9/10) **Who Is the Company Behind Wiv?** - **Seller:** [Wiv](https://www.g2.com/sellers/wiv) - **Company Website:** https://www.wiv.ai/ - **Year Founded:** 2023 - **HQ Location:** New York, US - **LinkedIn® Page:** https://www.linkedin.com/company/wiv-ai (21 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Telecommunications - **Company Size:** 73% Enterprise, 18% Mid-Market #### What Are Wiv's Pros and Cons? **Pros:** - Automation (13 reviews) - Ease of Use (10 reviews) - Cost Saving (7 reviews) - Customer Support (7 reviews) - Collaboration (6 reviews) **Cons:** - Steep Learning Curve (5 reviews) - Limited Customization (2 reviews) - Poor Onboarding (2 reviews) - Poor UI Design (2 reviews) - Software Bugs (2 reviews) ### What Do G2 Reviewers Say About Wiv? *AI-generated summary from verified user reviews* **Pros:** - Users value the **seamless automation** in Wiv, enhancing efficiency in managing cloud resources and workflows. - Users appreciate the **ease of use** of Wiv, highlighting its simplicity and strong automation capabilities for all users. - Users highlight Wiv's **cost-saving automation** , transforming manual efforts into streamlined, continuous optimization processes. - Users commend the **responsive and proactive customer support** of Wiv, ensuring smooth and efficient platform use. - Users value the **collaborative automation** in Wiv, enabling efficient workflows and empowering non-technical team members. **Cons:** - Users find the **steep learning curve** of Wiv challenging initially, but ultimately rewarding with powerful features. - Users find the **limited flexibility in dashboard customization** can be a drawback in an otherwise solid experience. - Users find the **poor onboarding** experience challenging due to a steep learning curve for complex workflows. - Users find the **poor UI design** of Wiv challenging, especially for beginners navigating complex data flows. - Users report experiencing **software bugs** in Wiv, but commend its fast and responsive support for quick resolutions. #### What Are Recent G2 Reviews of Wiv? **"[Game-Changing Platform for FinOps Automation](https://www.g2.com/survey_responses/wiv-review-11748002)"** **Rating:** 5.0/5.0 stars *— ABHISHEK P.* [Read full review](https://www.g2.com/survey_responses/wiv-review-11748002) --- **"[Helps take dashboard and metrics and turn them to real action that works really well at scale.](https://www.g2.com/survey_responses/wiv-review-12348856)"** **Rating:** 4.5/5.0 stars *— Tamir S.* [Read full review](https://www.g2.com/survey_responses/wiv-review-12348856) --- ### 17. [Kubex](https://www.g2.com/products/kubex/reviews) 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: 8.5/10) - **Reporting:** 9.6/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.5/10 (Category avg: 8.9/10) **Who Is the Company Behind Kubex?** - **Seller:** [Kubex](https://www.g2.com/sellers/kubex) - **Company Website:** https://kubex.ai/ - **Year Founded:** 2022 - **HQ Location:** Richmond Hill, CA - **Twitter:** @Densify (1 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/kubex-ai/ (78 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 69% Enterprise, 24% Mid-Market #### What Are Kubex's Pros and Cons? **Pros:** - Ease of Use (3 reviews) - Cloud Management (2 reviews) - Customer Support (2 reviews) - Insights (2 reviews) - Performance (2 reviews) **Cons:** - Azure Integration (1 reviews) - Compatibility Issues (1 reviews) - Cost Management (1 reviews) - Limited Cloud Integration (1 reviews) - User Interface (1 reviews) ### What Do G2 Reviewers Say About Kubex? *AI-generated summary from verified user reviews* **Pros:** - Users find Kubex's **ease of use** beneficial for efficiently managing resources and streamlining cost optimization efforts. - Users value how Densify transforms cloud management into a **proactive and collaborative process** , enhancing efficiency and cost-awareness. - Users highlight the **amazing customer support** of Densify, appreciating their responsiveness and industry expertise. - Users benefit from **machine learning-driven insights** in Densify, enhancing clarity and control over cloud resource optimization. - Users value the **robust performance insights** from Kubex, significantly improving cost optimization and resource management. **Cons:** - Users are disappointed by the **lack of Oracle Cloud integration** in Kubex, impacting its immediate usefulness. - Users note the **compatibility issues** with Oracle Cloud, causing limitations until updates are made in 2026. - Users find that Kubex does not provide **network-based cost reporting** , which limits financial visibility and management. - Users are disappointed by the **limited cloud integration** of Kubex, especially with the absence of Oracle Cloud support. - Users previously disliked the **clunky old UI** , but the new interface has significantly improved their experience. #### What Are Recent G2 Reviews of Kubex? **"[Kubex Delivers Smart Resizing Insights with a Much-Improved UI](https://www.g2.com/survey_responses/kubex-review-12691555)"** **Rating:** 5.0/5.0 stars *— Verified User in Insurance* [Read full review](https://www.g2.com/survey_responses/kubex-review-12691555) --- **"[Responsive UX, Powerful Drill-Downs, and Collaborative Support from Kubex](https://www.g2.com/survey_responses/kubex-review-12820343)"** **Rating:** 5.0/5.0 stars *— Verified User in Computer Software* [Read full review](https://www.g2.com/survey_responses/kubex-review-12820343) --- #### What Are G2 Users Discussing About Kubex? - [What is Densify used for?](https://www.g2.com/discussions/what-is-densify-used-for) ### 18. [Finout](https://www.g2.com/products/finout/reviews) Finout is an enterprise-grade FinOps platform designed to help organizations manage and optimize their cloud costs in an increasingly complex and dynamic technological landscape. As businesses adopt AI workloads that evolve rapidly and scale across multiple cloud environments and Kubernetes, Finout provides a robust solution for tracking and allocating costs efficiently. This platform is particularly suited for finance and engineering teams that require accurate and real-time insights into their spending across various resources. The target audience for Finout includes enterprises that operate in cloud environments and utilize Kubernetes for their applications. These organizations often face challenges in understanding their cost structures due to the rapid changes in workloads and the complexity of shared resources. Finout addresses these challenges by offering a comprehensive view of cloud expenditures through its MegaBill feature, which consolidates costs across all platforms and provides precise unit economics. This level of visibility is essential for teams to align their financial strategies with operational realities. One of the standout features of Finout is its automated cost allocation capability, which operates without the need for additional coding or agents. This ensures that teams can maintain accurate cost tracking without the overhead of manual processes. The introduction of Virtual Tags allows teams to update ownership and shared cost models in real time, ensuring that financial allocations reflect the actual usage and contributions of different teams. This dynamic approach to cost management enhances collaboration between finance and engineering departments, fostering a more integrated operational environment. Finout's AI suite further enhances its capabilities by providing tools that streamline financial operations. Billy, the AI FinOps assistant, allows users to query cost-related information in plain English, offering insights into spending patterns, anomalies, and budget comparisons. This feature empowers teams to make informed decisions based on live data visualizations. Additionally, specialized agents for FinOps autonomously detect waste and cost drift, investigate root causes, and facilitate closed-loop actions through popular collaboration tools like Jira, Slack, and ServiceNow. For organizations looking to develop their own AI workflows, Finout offers access to its governed data layer through APIs and data exporters, ensuring that all agents operate with the same accurate cost information that informs the platform's user interface. Overall, Finout stands out in the FinOps category by combining automated cost management with advanced AI capabilities, providing organizations with the tools they need to navigate the complexities of modern cloud spending effectively. **Average Rating:** 4.5/5.0 **Total Reviews:** 70 **How Do G2 Users Rate Finout?** - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.3/10) - **Automation:** 6.9/10 (Category avg: 8.5/10) - **Reporting:** 8.5/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.2/10 (Category avg: 8.9/10) **Who Is the Company Behind Finout?** - **Seller:** [Finout](https://www.g2.com/sellers/finout) - **Company Website:** https://www.finout.io/ - **Year Founded:** 2021 - **HQ Location:** Tel Aviv, IL - **Twitter:** @finout_io (504 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/finout-io/ (120 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 66% Mid-Market, 27% Enterprise #### What Are Finout's Pros and Cons? **Pros:** - Ease of Use (8 reviews) - Features (5 reviews) - Cost Reduction (4 reviews) - Customer Support (4 reviews) - Integrations (4 reviews) **Cons:** - Complexity (3 reviews) - Limited Customization (3 reviews) - Missing Features (3 reviews) - Slow Performance (3 reviews) - Steep Learning Curve (3 reviews) ### What Do G2 Reviewers Say About Finout? *AI-generated summary from verified user reviews* **Pros:** - Users find Finout to have a **user-friendly interface** , enabling quick access to cloud cost visibility and management. - Users love the **intuitive dashboards and reporting tools** of Finout, enabling clear cloud cost management and quick setup. - Users appreciate the **detailed insights and controls** of Finout, enabling effective cost management and reduction for AWS. - Users rave about Finout's **exceptional customer support** , noting responsiveness and commitment to continuous improvement. - Users value the **seamless integrations** of Finout, significantly reducing manual work and enhancing financial decision-making. **Cons:** - Users find Finout's **complexity** a challenge, especially for those less technically adept, making setup and integration daunting. - Users find the **limited customization** options in Finout's reports restrict their ability to tailor the platform to their needs. - Users note significant **missing features** , such as limited visualization options and lack of local deployment, hindering effectiveness. - Users experience **slow performance** when loading large reports and dashboards, affecting efficiency in data management. - Users notice a **steep learning curve** with Finout, making it challenging for newcomers to navigate its features. #### What Are Recent G2 Reviews of Finout? **"[Finout easy to use and deploy](https://www.g2.com/survey_responses/finout-review-8057781)"** **Rating:** 4.5/5.0 stars *— Elihai B.* [Read full review](https://www.g2.com/survey_responses/finout-review-8057781) --- **"[Exceptional AWS Cost Management and Insightful Resource Optimization](https://www.g2.com/survey_responses/finout-review-12182964)"** **Rating:** 4.0/5.0 stars *— Ljupcho T.* [Read full review](https://www.g2.com/survey_responses/finout-review-12182964) --- ### 19. [Pepperdata Capacity Optimizer](https://www.g2.com/products/pepperdata-capacity-optimizer/reviews) 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 **How Do G2 Users Rate Pepperdata Capacity Optimizer?** - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.3/10) - **Automation:** 8.3/10 (Category avg: 8.5/10) - **Reporting:** 8.3/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.7/10 (Category avg: 8.9/10) **Who Is the Company Behind Pepperdata Capacity Optimizer?** - **Seller:** [Pepperdata](https://www.g2.com/sellers/pepperdata) - **Year Founded:** 2012 - **HQ Location:** Sunnyvale, US - **Twitter:** @pepperdata (704 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2703086/ (36 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Banking - **Company Size:** 72% Enterprise, 15% Mid-Market #### What Are Pepperdata Capacity Optimizer's Pros and Cons? **Pros:** - Performance (4 reviews) - Cost Saving (2 reviews) - Resource Management (2 reviews) - Savings (2 reviews) - Analytics (1 reviews) **Cons:** - Lack of Automation (1 reviews) - Learning Curve (1 reviews) - Learning Difficulty (1 reviews) - Limited Availability (1 reviews) - Limited Functionality (1 reviews) ### What Do G2 Reviewers Say About Pepperdata Capacity Optimizer? *AI-generated summary from verified user reviews* **Pros:** - Users value the **performance enhancements** of Pepperdata Capacity Optimizer, achieving significant cost savings and improved efficiency. - Users find **substantial cost savings** with Pepperdata Capacity Optimizer, often recovering costs within months through enhanced efficiency. - Users benefit from **efficient resource management** with Pepperdata, achieving significant savings and improved cluster performance. - Users benefit from **significant cost savings** with Pepperdata Capacity Optimizer, achieving up to 75% reductions in cluster wastage. - Users value the **insightful analytics** of Pepperdata Capacity Optimizer, enhancing job performance and management effectively. **Cons:** - Users experience a **lack of automation** , needing repeated fine-tuning and recommendations for optimal settings based on workloads. - Users face challenges with the **learning curve** , as many developers struggle to utilize Spark tuning recommendations effectively. - Users face a **learning difficulty** with Pepperdata Capacity Optimizer due to inadequate developer skills and time constraints. - Users note the **limited availability of supported tools** hinders the full potential of Pepperdata Capacity Optimizer. - Users find the **limited number of supported tools** hinders overall functionality of the Pepperdata Capacity Optimizer. #### What Are Recent G2 Reviews of Pepperdata Capacity Optimizer? **"[Great Easy to use Product. A must for ETL and Big Data](https://www.g2.com/survey_responses/pepperdata-capacity-optimizer-review-9993736)"** **Rating:** 4.5/5.0 stars *— Verified User in Banking* [Read full review](https://www.g2.com/survey_responses/pepperdata-capacity-optimizer-review-9993736) --- **"[PepperData- a tool for performance](https://www.g2.com/survey_responses/pepperdata-capacity-optimizer-review-4607489)"** **Rating:** 5.0/5.0 stars *— akash v.* [Read full review](https://www.g2.com/survey_responses/pepperdata-capacity-optimizer-review-4607489) --- #### What Are G2 Users Discussing About Pepperdata Capacity Optimizer? - [What is Pepperdata Cloud Performance used for?](https://www.g2.com/discussions/what-is-pepperdata-cloud-performance-used-for) ### 20. [IBM Storage Insights](https://www.g2.com/products/ibm-storage-insights/reviews) IBM Storage Insights provides an unparalleled level of visibility across your storage environment to help you manage complex storage infrastructures and make cost-saving decisions. It combines proven IBM data management leadership with proprietary analytics from IBM Research. **Average Rating:** 4.3/5.0 **Total Reviews:** 29 **How Do G2 Users Rate IBM Storage Insights?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.3/10) - **Automation:** 8.7/10 (Category avg: 8.5/10) - **Reporting:** 8.4/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.7/10 (Category avg: 8.9/10) **Who Is the Company Behind IBM Storage Insights?** - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity (74,660 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (328,202 employees on LinkedIn®) - **Ownership:** SWX:IBM **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 103% Enterprise, 34% Small-Business #### What Are Recent G2 Reviews of IBM Storage Insights? **"[Telemetry that makes the storage estate auditable for the SOC - predictive, SaaS-native](https://www.g2.com/survey_responses/ibm-storage-insights-review-12795913)"** **Rating:** 4.5/5.0 stars *— Roberto R.* [Read full review](https://www.g2.com/survey_responses/ibm-storage-insights-review-12795913) --- **"[IBM Storage Insights Pro - A mandatory software to have in the company for managing FlashSystem.](https://www.g2.com/survey_responses/ibm-storage-insights-review-12174662)"** **Rating:** 5.0/5.0 stars *— Adalberto B.* [Read full review](https://www.g2.com/survey_responses/ibm-storage-insights-review-12174662) --- #### What Are G2 Users Discussing About IBM Storage Insights? - [What does Ibm Storage Insights do?](https://www.g2.com/discussions/what-does-ibm-storage-insights-do) - 2 comments - [What is IBM DS Storage?](https://www.g2.com/discussions/what-is-ibm-ds-storage) - [How do I access IBM Storage Insight?](https://www.g2.com/discussions/how-do-i-access-ibm-storage-insight) - [What is Storage Insight?](https://www.g2.com/discussions/what-is-storage-insight) ### 21. [Harness Platform](https://www.g2.com/products/harness-platform/reviews) Simplify your developer experience with the world's first AI-augmented software delivery platform. Upgrade your software delivery with Harness' innovative CI/CD, Feature Flags, Infrastructure as Code Management, and Chaos Engineering tools. We are a software delivery platform that helps developers and infrastructure engineers build and ship code for cloud and on-premise projects. We automate the continuous integration and continuous delivery (CI/CD) process to help teams build faster, ship more frequently, and improve quality, efficiency, and governance. We help companies in four key areas: Number one, we accelerate innovation through DevOps modernization. We provide an approach for software delivery that automates processes, reduces manual interventions, consolidates tools, and accelerates time-to-market for new products, features, and fixes. Number two, we improve developer experience. We give you the ability to attract, retain, and onboard high-caliber engineering talent while fostering a culture of continuous innovation and improvement. Number three, we secure software delivery. We give you the ability to integrate security into every phase of the SDLC. And last but not least is, we optimize cloud costs. We give you the ability to eliminate waste and to ensure that appropriate cloud resources are allocated at the right place at the right time. **Average Rating:** 4.6/5.0 **Total Reviews:** 300 **How Do G2 Users Rate Harness Platform?** - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.3/10) - **Automation:** 8.3/10 (Category avg: 8.5/10) - **Reporting:** 8.2/10 (Category avg: 8.8/10) - **Usage Monitoring:** 7.9/10 (Category avg: 8.9/10) **Who Is the Company Behind Harness Platform?** - **Seller:** [Harness](https://www.g2.com/sellers/harness-25016f40-e80f-4417-bea8-39412055d17a) - **Company Website:** https://harness.io/ - **Year Founded:** 2018 - **HQ Location:** San Francisco - **Twitter:** @HarnessWealth (1,389 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/harnessinc/ (1,701 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, DevOps Engineer - **Top Industries:** Computer Software, Financial Services - **Company Size:** 43% Enterprise, 38% Mid-Market #### What Are Harness Platform's Pros and Cons? **Pros:** - Ease of Use (114 reviews) - Features (73 reviews) - Feature Flags (49 reviews) - Easy Setup (40 reviews) - Easy Integrations (31 reviews) **Cons:** - Missing Features (23 reviews) - Limitations (20 reviews) - Limited Features (20 reviews) - Learning Curve (17 reviews) - Poor UI (16 reviews) ### What Do G2 Reviewers Say About Harness Platform? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Harness Platform, finding it simple to implement and configure for projects. - Users value the **ease of use and extensive targeting options** offered by the Harness Platform for projects. - Users praise the **user-friendly interface** of Harness Platform, simplifying feature flag management for all team members. - Users highlight the **easy setup** process of Harness Platform, leading to quick implementation and significant cost savings. - Users appreciate the **easy integrations** with SSO, simplifying access and enhancing the overall user experience. **Cons:** - Users note a **lack of multiple filtering options** and features that could enhance flexibility and ease of use. - Users face **limitations in configuration management** on Harness Platform, leading to workarounds and confusion in processes. - Users are frustrated by the **limited features** of Harness Platform, impacting flexibility and ease of use. - Users find that the **steep learning curve** of the Harness Platform can be overwhelming, especially for beginners. - Users find the **poor UI** of Harness Platform complex and challenging, impacting overall user experience. #### What Are Recent G2 Reviews of Harness Platform? **"[Harness - World of automation](https://www.g2.com/survey_responses/harness-platform-review-11792426)"** **Rating:** 4.5/5.0 stars *— Sunil A.* [Read full review](https://www.g2.com/survey_responses/harness-platform-review-11792426) --- **"[Best tool for cost optimization and Repository](https://www.g2.com/survey_responses/harness-platform-review-11543262)"** **Rating:** 5.0/5.0 stars *— Satendra V.* [Read full review](https://www.g2.com/survey_responses/harness-platform-review-11543262) --- #### What Are G2 Users Discussing About Harness Platform? - [What is Harness Continuous Delivery used for?](https://www.g2.com/discussions/what-is-harness-continuous-delivery-used-for) - 1 comment - [What is Propelo used for?](https://www.g2.com/discussions/what-is-propelo-used-for) - [What is Harness Cloud Cost Management used for?](https://www.g2.com/discussions/what-is-harness-cloud-cost-management-used-for) - [What is the difference between harness and Jenkins?](https://www.g2.com/discussions/what-is-the-difference-between-harness-and-jenkins) - 1 comment - [What is streaming Split IO?](https://www.g2.com/discussions/what-is-streaming-split-io) - 1 comment ### 22. [IBM Terraform (formerly HashiCorp Terraform)](https://www.g2.com/products/ibm-terraform-formerly-hashicorp-terraform/reviews) IBM Terraform (formerly HashiCorp Terraform) is an infrastructure as code tool that lets you define both cloud and on-prem resources in human-readable configuration files that you can version, reuse, and share. You can then use a consistent workflow to provision and manage all of your infrastructure throughout its lifecycle. Terraform can manage low-level components like compute, storage, and networking resources, as well as high-level components like DNS entries and SaaS features. Terraform creates and manages resources on cloud platforms and other services through their application programming interfaces (APIs). Providers enable Terraform to work with virtually any platform or service with an accessible API. **Average Rating:** 4.6/5.0 **Total Reviews:** 106 **How Do G2 Users Rate IBM Terraform (formerly HashiCorp Terraform)?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.3/10) - **Automation:** 9.7/10 (Category avg: 8.5/10) - **Reporting:** 9.2/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.7/10 (Category avg: 8.9/10) **Who Is the Company Behind IBM Terraform (formerly HashiCorp Terraform)?** - **Seller:** [HashiCorp](https://www.g2.com/sellers/hashicorp) - **Company Website:** https://www.hashicorp.com/ - **Year Founded:** 2012 - **HQ Location:** San Francisco, CA - **Twitter:** @hashicorp (103,221 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2830763/ (2,181 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** DevOps Engineer, Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 37% Enterprise, 34% Mid-Market #### What Are IBM Terraform (formerly HashiCorp Terraform)'s Pros and Cons? **Pros:** - Automation (4 reviews) - Automation Efficiency (4 reviews) - Ease of Use (4 reviews) - Efficiency (4 reviews) - Infrastructure Automation (4 reviews) **Cons:** - Conflict Management (4 reviews) - Data Management Issues (3 reviews) - Learning Curve (3 reviews) - Learning Difficulty (3 reviews) - Merge Conflicts (3 reviews) ### What Do G2 Reviewers Say About IBM Terraform (formerly HashiCorp Terraform)? *AI-generated summary from verified user reviews* **Pros:** - Users value the **automation capabilities** of IBM Terraform, enhancing deployment efficiency and infrastructure management across cloud providers. - Users value the **automation efficiency** of IBM Terraform, which streamlines deployments and simplifies infrastructure management across cloud providers. - Users highlight the **ease of use** of IBM Terraform, enhancing infrastructure management through intuitive workflows and modularity. - Users highlight the **efficiency** of Terraform in simplifying infrastructure management across multiple cloud providers effortlessly. - Users appreciate the **effortless infrastructure management** with Terraform, enjoying consistency and modularity across multiple cloud providers. **Cons:** - Users find **state file management conflicts** challenging, particularly when collaborating without proper backend configurations. - Users struggle with **data management issues** , particularly in state file handling and conflict resolution in team settings. - Users find the **steep learning curve** challenging, particularly for beginners managing complex configurations and state files. - Users find the **steep learning curve** for IBM Terraform challenging, particularly with complex state management and modules. - Users often face **merge conflicts** with state file management in collaborative settings, complicating team workflows and consistency. #### What Are Recent G2 Reviews of IBM Terraform (formerly HashiCorp Terraform)? **"[Good for Infrastructure Automation but Has a Learning Curve](https://www.g2.com/survey_responses/ibm-terraform-formerly-hashicorp-terraform-review-12917227)"** **Rating:** 4.5/5.0 stars *— Ashish S.* [Read full review](https://www.g2.com/survey_responses/ibm-terraform-formerly-hashicorp-terraform-review-12917227) --- **"[Brings Consistency and Scalability to Cloud Management](https://www.g2.com/survey_responses/ibm-terraform-formerly-hashicorp-terraform-review-12882200)"** **Rating:** 4.5/5.0 stars *— Verified User* [Read full review](https://www.g2.com/survey_responses/ibm-terraform-formerly-hashicorp-terraform-review-12882200) --- #### What Are G2 Users Discussing About IBM Terraform (formerly HashiCorp Terraform)? - [How does terraform work internally?](https://www.g2.com/discussions/how-does-terraform-work-internally) - 1 comment - [What kind of tool is terraform?](https://www.g2.com/discussions/what-kind-of-tool-is-terraform) - 2 comments - [Is terraform free?](https://www.g2.com/discussions/is-terraform-free) - 3 comments - [What does HashiCorp terraform do?](https://www.g2.com/discussions/what-does-hashicorp-terraform-do) ### 23. [Unravel Data](https://www.g2.com/products/unravel-data/reviews) Unravel Data is an AI-powered data observability and FinOps platform that goes beyond just observing problems to empowering data teams to take immediate action for transformative results. Built to address the speed and scale of modern data platforms like Databricks, Snowflake, and BigQuery, Unravel’s AI-powered Insights Engine provides recommendations to make smarter decisions and optimize your cloud data analytics' performance, reliability, and efficiency. You get full-stack, 'workload-aware' contextual intelligence about your data applications and pipelines, with AI-driven recommendations on where and how to improve and optimize DataOps, analytics, and AI, helping you troubleshoot faster, meet SLAs, and keep budgets under control. With Unravel, data teams unlock business value from data more quickly and efficiently. Unravel leverages AI and automation to provide real-time, user-level spend reporting, code-level cost optimization tips, and automated spend controls designed to empower and unify DataOps and FinOps teams. With Unravel, data teams can monitor data flows through their pipelines, and detect code, configuration, and infrastructure issues. By correlating and analyzing the full stack of telemetry metadata, Unravel provides easy-to-understand insights, actionable recommendations, and automation to optimize performance and efficiency before you deploy into production. Unravel Data radically transforms the way businesses understand and optimize the performance and cost of their modern data applications – and the complex data pipelines that power those applications. Providing a unified view across the entire data stack, Unravel’s market-leading data observability platform leverages AI, machine learning, and advanced analytics to provide modern data teams with the actionable recommendations they need to turn data into insights. Recently recognized by CRN as a Cloud 100 Company for 2025 and named Best Data Tool & Platform of 2023 by the annual SIIA CODiE Awards, Unravel Data is trusted by some of the world’s most recognized brands, including Maersk, Mastercard, and Equifax to unlock data-driven insights and deliver new innovations to market. **Average Rating:** 4.4/5.0 **Total Reviews:** 36 **How Do G2 Users Rate Unravel Data?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.3/10) - **Automation:** 8.9/10 (Category avg: 8.5/10) - **Reporting:** 8.6/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.2/10 (Category avg: 8.9/10) **Who Is the Company Behind Unravel Data?** - **Seller:** [Unravel Data](https://www.g2.com/sellers/unravel-data) - **Year Founded:** 2016 - **HQ Location:** Mountain View, CA - **Twitter:** @unraveldata (1,029 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/unravel-data (107 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 81% Enterprise, 17% Small-Business #### What Are Unravel Data's Pros and Cons? **Pros:** - Ease of Use (2 reviews) - Easy Setup (1 reviews) - Efficiency (1 reviews) - Insights (1 reviews) - Installation Ease (1 reviews) **Cons:** - Limited Features (2 reviews) - Complex Configuration (1 reviews) - Complex Setup (1 reviews) - Configuration Difficulty (1 reviews) - Configuration Issues (1 reviews) ### What Do G2 Reviewers Say About Unravel Data? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** with Unravel Data, enjoying quick analysis and straightforward functionality. - Users appreciate the **easy setup** of Unravel Data, finding it user-friendly and straightforward for adding AI agents. - Users value the **efficiency in data analysis** provided by Unravel Data, enabling swift insights and issue diagnosis. - Users appreciate the **clear performance insights** of Unravel Data, aiding in quick data analysis and issue diagnosis. - Users value the **installation ease** of Unravel Data, finding it user-friendly and simple to set up. **Cons:** - Users find Unravel Data's **limited features** hinder effective management of large datasets and complicate advanced performance metrics tuning. - Users dislike the **complex configuration** of advanced features, often finding it difficult to interpret certain insights effectively. - Users find the **complex setup** of Unravel Data frustrating, especially when interpreting insights and configuring advanced features. - Users find it challenging to configure **advanced features** in Unravel Data, impacting their ability to gain insights efficiently. - Users dislike the **configuration challenges** in Unravel Data, particularly with advanced features and context for insights. #### What Are Recent G2 Reviews of Unravel Data? **"[Effortless Access and Intuitive Interface with Easy AI Agent Integration](https://www.g2.com/survey_responses/unravel-data-review-12186115)"** **Rating:** 4.0/5.0 stars *— Dev Saran S.* [Read full review](https://www.g2.com/survey_responses/unravel-data-review-12186115) --- **"[Performance Insights with Managing Data Workloads](https://www.g2.com/survey_responses/unravel-data-review-11989457)"** **Rating:** 4.0/5.0 stars *— Pradyumn G.* [Read full review](https://www.g2.com/survey_responses/unravel-data-review-11989457) --- #### What Are G2 Users Discussing About Unravel Data? - [What is Unravel Data used for?](https://www.g2.com/discussions/what-is-unravel-data-used-for) ### 24. [CoreStack](https://www.g2.com/products/corestack/reviews) CoreStack is a NextGen Cloud Governance solution that empowers enterprises to rapidly achieve continuous and autonomous cloud governance at scale. CoreStack helps 500+ global enterprises govern more than $2B in annual cloud consumption. The company is a Microsoft Azure Gold Partner, Amazon AWS Advanced Technology Competency Partner, Oracle Cloud Build Partner, and Google Cloud Build Partner. **Average Rating:** 4.6/5.0 **Total Reviews:** 21 **How Do G2 Users Rate CoreStack?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10) - **Automation:** 8.1/10 (Category avg: 8.5/10) - **Reporting:** 8.5/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.3/10 (Category avg: 8.9/10) **Who Is the Company Behind CoreStack?** - **Seller:** [CORESTACK](https://www.g2.com/sellers/corestack) - **Year Founded:** 2016 - **HQ Location:** Bellevue, WA - **Twitter:** @corestack (1,021 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/corestack (213 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 48% Enterprise, 43% Mid-Market #### What Are Recent G2 Reviews of CoreStack? **"[Support and visibility on requirements and query is very good.](https://www.g2.com/survey_responses/corestack-review-9331148)"** **Rating:** 5.0/5.0 stars *— vedika p.* [Read full review](https://www.g2.com/survey_responses/corestack-review-9331148) --- **"[Great Platform for Cloud Governance!](https://www.g2.com/survey_responses/corestack-review-9315733)"** **Rating:** 4.0/5.0 stars *— Rodolfo Z.* [Read full review](https://www.g2.com/survey_responses/corestack-review-9315733) --- #### What Are G2 Users Discussing About CoreStack? - [What is CORESTACK used for?](https://www.g2.com/discussions/what-is-corestack-used-for) ## What Is Cloud Cost Management Tools? [IT Management Software](https://www.g2.com/categories/it-management) ## What Software Categories Are Similar to Cloud Cost Management Tools? - [Cloud Infrastructure Monitoring Software](https://www.g2.com/categories/cloud-infrastructure-monitoring) - [Cloud Compliance Software](https://www.g2.com/categories/cloud-compliance) - [Cloud Management Platforms](https://www.g2.com/categories/cloud-management-platforms) --- ## How Do You Choose the Right Cloud Cost Management Tools? ### What You Should Know About Cloud Cost Management Tools ### What are Cloud Cost Management Tools? Cloud cost management tools are software platforms a company utilizes to manage all costs related to cloud resources, optimization, and management. The software allows organizations to manage the costs associated with cloud computing. Managing cloud computing costs is done primarily with one focus in mind—to maximize cloud usage and increase operational efficiency. Cloud computing has been at the forefront due to its subscription or pay-per-use model. However, as companies wish to scale in terms of operations, tracking the cost of cloud services becomes a complex task and is not as transparent as “pay-per-use”. Numerous functions within an organization would have access to their cloud computing platforms, and having this decentralized approach could rack up massive amounts in cloud computing costs. Hence, having a cloud cost management tool ensures that cloud spend is kept in check and that the cloud resources are optimized and worth every penny spent. Cloud cost management focuses on understanding the different costs associated with cloud computing. Some key costs associated with the cloud include software licenses, web services, compute and storage costs, network costs, virtualized infrastructure/virtual machine instances, and additional costs such as training staff and personnel. As more companies move to the cloud, either partially or entirely, cloud storage costs do not remain the same. When a company needs to scale, IT staff can easily focus on acquiring more cloud services to ensure and support daily work activities without keeping concern for costs. Engineers or developers need to ensure that their products have a shorter time to market, thereby spinning up more cloud resources. This could have a huge impact on the business since there are no savings, but a huge cloud bill. Regardless of the cloud service provider, such as Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform, among several others, it is certain that money will be spent across resources that may or may not be utilized. When different cloud infrastructure is involved, cloud cost management software can make it much easier for companies to support cost optimization. For example, customers that have opted for multi-cloud environments. Cloud cost optimization needs to be given priority since different cloud service providers are being used. Hence, costs may vary across all providers, making it complex and difficult to track. By understanding the costs, companies can focus on cost optimization and ensure accountability. Cloud cost management is therefore, not just about cost control, it's about resource optimization, forecasting and budgeting, and reducing wastage. ### What are the Common Features of Cloud Cost Management Tools? Cloud cost management software has several features that makes it a strong choice for companies that want to keep track of their spending on cloud. The following are some core features within the software that can help users in several ways: **Automatic scaling:** The promise of unlimited scalability is one of the biggest pros of cloud computing technology. Automatic scaling ensures that resources are used and available when needed, and powered down when not in use. Companies do not need to spend large amounts on unutilized cloud resources. The software helps companies automate governance of costs, compliance, security, and cloud operations. Planning for maximum utilization all the time when using only some percentage of it is extremely expensive in the long run. **Instance management:** A key cost driver for cloud computing is the number of unused instances that a company opts for. If a firm is not using an instance, the cloud cost optimization software can track and alert the customer if there is no need for the instance and help to save costs. The software can also find discount instances that can be used for non-critical workloads that do not need to run constantly, thereby driving more savings. **Automated alerts and notifications:** Cloud spend management platforms allow users to set up automated alerts and budgets. These alerts warn the user when there are authorization failures, sudden cost spikes, untagged infrastructure, and when budget limits are crossed. Having alerts sets is critical to ensure business continuity and keep costs optimized. **Cost allocation:** A key feature of cloud cost management tools is that it allows the user to keep track of the team spends on cloud computing resources. This will allow management to set up appropriate budgets and track spends by various company functions.  **Chargeback:** Chargeback is a feature where the cost of cloud services is applied or “charged-back” to the business unit responsible for the cloud expense. The chargeback feature in different cloud cost savings platforms allows companies to track the departments that are making the most (and least) use of cloud costs—this information is useful while making budgeting decisions. ### What are the Benefits of Cloud Cost Management Tools? Benefits of cloud spend management platforms include: **Reduce cost:** This is understandably the most important benefit of cloud cost management software. Companies use cloud cost management software to ensure cloud optimization. Companies can monitor and track their spending, ensure optimal resource allocation, and take advantage of discounts offered by cloud service providers such as AWS, Microsoft Azure, GCP. Companies can even use this software to visualize and understand their cost profile when evaluating cloud migration, deploying new cloud security policies, and maintaining cloud health. **Eliminate waste:** By understanding and tracking their cloud usage and cloud bills, companies can reduce waste and ensure that they are making the best of their cloud resources. Techniques that support this include automatic scaling and load balancing. **Improve business performance:** A business needs to ensure its cloud strategies align closely with its business goals. Overprovisioning of cloud resources means significant wastage of company profits and underprovisioning could cause workloads and applications to suffer if there is no proper cloud support. In such a situation, planning for the right cloud cost management solution is key to ensuring smooth performance in any environment—whether on a public, private, hybrid, or moving from on-premises to cloud. **Gain visibility into cloud storage costs:** Cloud spend management platforms provide visibility into cloud resource costs that are kept idle, unallocated, over-utilized. Some cloud cost management software provide an hourly granularity as well. Having a single pane of glass dashboards ensures a single point for admins to manage, organize and optimize their cloud environment. **Get recommendations to cut costs:** One of the key benefits is that the software can provide recommendations to reduce costs. These recommendations are based on analyzing different workloads and their cloud requirements. Costs are analyzed down to the root sources, and recommendations are made to the user. **Improve reporting and analytics:** Data-driven decisions will help the user make better decisions regarding their cloud spending. By tracking patterns in cloud spending, cloud cost management tools can provide their users with graphs or tables of data that can be used for data analysis—these analytics can be cross-referenced with business outcomes to ensure the company is on the right track with its cloud strategy. Major cloud providers provide reporting as part of their subscription packages such as AWS Cost and Usage report.  ### Who Uses Cloud Cost Management Tools? **Cloud architects:** Cloud architects manage the technical requirements of cloud architecture and oversee a company’s cloud environment and strategies. A cloud architect is the main persona that uses cloud cost management software. Understanding how to manage cloud spends and optimize cloud resources falls upon the cloud architect. A cloud architect doesn't just work with engineering and development, they also work closely with HR, finance, logistics, and security to ensure that cloud strategies are being optimized. **Cloud cost managers:** Cloud cost managers handle various tasks such as forecasting, budgeting, business development practices and processes, identification of trends and opportunities, cloud governance best practices, among many others. Managers can use the analytics dashboard to keep track of cloud strategies and propose changes and suggestions to decision makers based on derived insights. **IT teams and admins:** IT admins use cloud cost management tools to optimize cloud infrastructure and ensure all resources are being used judiciously. Cloud admins can use the software to set up real-time monitoring, budget, notifications, and alerts. Administrators gain access and control the cost view over the company cloud through a web-based interface they can access from anywhere. **Cross-functional teams:** Cloud computing has become an integral part of enterprises across the globe. Several cross-functional teams such as engineering teams and application development and testing teams within an organization depend on cloud to ensure they create and release products with a much lower time to market. The heads of cross-functional teams within an organization can keep track of how spending on cloud resources to ensure they are well within the budget provided. **Cloud service providers:** Cloud service providers offer cloud cost optimization options. Having internal cost management options that are reliable, scalable, consistent, and available as required is a key benefit for several customers. Some of the biggest names in cloud platforms include AWS, Microsoft Azure, Google Cloud Platform (GCP), Alibaba Cloud, IBM Cloud, and several others have their specific cloud spend management platforms such as Amazon CloudWatch, AWS Budgets, Azure Cost Management, Cost management by Google Cloud, among several others. Integrated cost management tools along with billing support are offered at no additional costs by these cloud giants. #### Software Related to Cloud Cost Management Tools [Cloud management platforms](https://www.g2.com/categories/cloud-management-platforms) **:** Cloud cost management forms a key part of cloud management platforms. A cloud management platform is a set of unified software tools which help companies monitor and control cloud computing resources. This software brings the administrative visibility and capability of cloud cost management solutions. [Infrastructure as a service (IaaS) providers](https://www.g2.com/categories/infrastructure-as-a-service-iaas) **:** Cloud cost management tools are typically paired with infrastructure as a service (IaaS) offerings to minimize the costs of a pay-as-you-go model. Companies also use a combination of these tools to increase the efficiency of their cloud service usage—these solutions often provide reporting features to outline waste and redundancies.  [SaaS spend management software](https://www.g2.com/categories/saas-spend-management) **:** Cloud cost management software has some overlap with SaaS spend management software, but the latter is used to monitor and manage spending on cloud applications rather than cloud infrastructure. ### Challenges with Cloud Cost Management Tools Cloud cost optimization solutions can come with their own set of challenges.  **Billing challenges:** Complexity in billing practices and not understanding what the customer bill contains is a key challenge. Without understanding the bill itself, optimizing costs is a difficult task since the customer cannot identify avenues for cost optimization. **Approach towards policies:** Each team would follow their respective budgets allocated and manage their cloud resources and cost. Having a cloud cost management tool could generate some backlash since costs by each team are being monitored, which could be quite tricky to manage. **Budget forecasting:** Cloud cost optimization is difficult when there are plans in the pipeline to add new products and services, handle unexpected business demand, or make any changes to software design. Forecasting is complex, and cloud spend management platforms must rapidly adjust to capacity or alerting users of sudden spikes in cost due to such scenarios. **Cloud sprawl:** One of the biggest challenges that companies face is that in the excitement of cloud computing technology, they end up moving entire databases and applications without a plan. This leads to cloud sprawl, wherein an organization does not have a complete view of all the cloud infrastructure. Organizations will end up managing several cloud instances, providers, services, and therefore are unable to view or maintain accountability for all cloud components. Even with cloud cost management software, organizations might not be able to understand and deploy the full use of this software due to cloud sprawl. **Lack of skilled resources:** Finding the right talent to invest, track, and optimize all cloud resources within an organization is tough. Identifying the type of skills required and finding the right fit is a huge challenge. ### How to Buy Cloud Cost Management Tools #### Requirements Gathering (RFI/RFP) for Cloud Cost Management Tools When researching cloud cost management platforms, the first and foremost step is to ask one question—what issues could potentially be solved using a cloud cost management tool? It is essential to understand cloud spend inefficiencies and identify the ones harming the buyer’s organization. Taking into consideration the reasons for cost inefficiencies is critical. Some of the key reasons that cause companies to rack up huge cloud bills are:  **Poor resource management caused by oversizing:** Companies usually end up spending a lot on acquiring resources but only utilize half of that at any point in time. A capacity that isn't needed is a part of the wasted cloud costs. Rightsizing ensures that costs are being optimized and the company is not facing copious amounts in bills. **Software inefficiency:** Since several different teams would be using the cloud resources within the company, it becomes quite difficult to keep track of the cloud storage costs. Failure to measure software efficiency or not having set targets can lead to an increase in the wastage of cloud computing resources. **Forecast issues:** As discussed earlier, scaling is a key feature of cloud computing. However, when companies fail to forecast their needs (which is a difficult task) such as developing new services or changing existing ones, it could rack up unintentional costs since the company would be over or underprepared for the additional needs. **Architectural design:** With the hype around moving to cloud, several companies are moving to cloud just to enter the hype; realizing later that it is much more expensive than anticipated. Workloads might not be suitable for some specific cloud environments or not supported, additional licensing might be required, governance issues might crop up, and a host of other problems that would only drive costs further up. Once a company has identified the issues and cost inefficiencies, it becomes much easier for the customer to filter out and identify what type of cloud cost management they are looking for. If the buyer prefers having a single software solution owner, they could opt for a single cloud provider with inherent cloud cost optimization capabilities. However, if the buyer prefers a separate tool to manage various cloud environments like hybrid and multi-cloud environments, they could opt for another stand-alone solution altogether. Customers can use reviews here at G2.com as a guide to move forward with choosing the software. #### Compare Cloud Cost Management Tools Products **Create a long list** This step involves creating a long list of cloud cost management software providers that assist buyers in cost optimization plans. Some key factors to consider include automation, server instances tracking, billing methods, dashboard functionality, cost reduction, security support, data privacy, etc. In this step, it is important to note that many top cloud service providers provide cloud cost optimization as a part of their cloud offerings (on a subscription basis), hence it is important to evaluate whether the added functionality is sufficient or a stand-alone solution is required. **Create a short list** Once the long list of cloud cost management tools has been identified, it is time to remove software that does not meet all the business criteria. For this, it is important to fall back on the assessment made earlier on what is to be done before choosing a cloud spend management solution. Based on the assessment, buyers can further shorten their list and only choose those software vendors that meet all the business requirements. **Conduct demos** Once the list has been reduced to a couple of vendors, buyers may begin to request a demo. The demo will give them an idea of how the software will work once and help them assess all the various features the software has to offer. Having a demo on resources and applications is a good way to ensure the best fit. At this step, the buyer should ask several questions to the vendor about after-service support, staff training, and other additional features that can be provided. Understanding the dashboard and visualization of the cost parameters is essential during demos. #### Selection of Cloud Cost Management Tools **Choose a selection team** Choosing the right team to work together on choosing the software is a critical part of the process. This team will be in charge of identifying pain points to finally overseeing the entire implementation of the cloud management software. The team should include a mix of different personas who have the required skills, interest, and time. Some roles include cloud architects and cloud admins, IT admin and staff, department heads, and finance managers (for budget allocations).  **Negotiation** When choosing a cloud cost management tool, bringing in negotiation factors is very important especially on pricing. Since a buyer’s requirement for the cloud might change based on the types of workloads being run and applications being developed, buyers should ensure that the software accurately reflects the resources being utilized at that point in time and account for possible changes in the future. This is necessary to ensure that the customer is not being overcharged. Bringing such discussions to the negotiation table is key. In addition, it is important to negotiate possible additional costs that might come in for the remainder of the contract. **Final decision** Once all the steps are complete, the final decision is made weighing all factors and scenarios. Buyers can first try to run cloud cost management software with a smaller number of instances and monitor the cost savings and resources being optimized. Based on this feedback, it can be used for enterprise-wide cloud cost management.