# Best Cloud Cost Management Tools - Page 3 *By [Rachana Hasyagar](https://research.g2.com/insights/author/rachana-hasyagar)* Cloud cost management software helps companies control cloud infrastructure spending by monitoring resource usage and computing demands, alerting users to underutilized capacity, automatically scaling usage to optimal rates, and providing reporting features to identify waste and redundancies across cloud environments. ### Core Capabilities of Cloud Cost Management Software To qualify for inclusion in the Cloud Cost Management category, a product must: - Monitor cloud infrastructure usage - Track spending as it relates to resource usage - Identify areas to save by reducing resource usage ### Common Use Cases for Cloud Cost Management Software IT, finance, and DevOps teams use cloud cost management tools to maximize the efficiency of cloud infrastructure investments. Common use cases include: - Monitoring real-time cloud resource consumption to detect overspending or underutilized capacity - Automatically scaling cloud usage to match demand and eliminate unnecessary spend - Generating cost allocation and waste reports to identify optimization opportunities across teams and workloads ### How Cloud Cost Management Software Differs from Other Tools Cloud cost management tools are typically paired with [infrastructure as a service (IaaS)](https://www.g2.com/categories/infrastructure-as-a-service-iaas) offerings to minimize the costs of pay-as-you-go cloud models. They differ from [SaaS spend management software](https://www.g2.com/categories/saas-spend-management), which monitors and manages spending on cloud-based SaaS applications rather than the underlying cloud infrastructure and compute resources. ### Insights from G2 on Cloud Cost Management Software Based on category trends on G2, real-time usage monitoring and automated rightsizing recommendations stand out as the most valued capabilities. These platforms deliver measurable reductions in cloud spend and improved budget visibility as primary outcomes of adoption. ## How Many Cloud Cost Management Tools Products Does G2 Track? **Total Products under this Category:** 225 ## How Does G2 Rank Cloud Cost Management Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 6,000+ Authentic Reviews - 225+ 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? - **Leader:** [Cast AI](https://www.g2.com/products/cast-ai/reviews) - **Highest Performer:** [PointFive](https://www.g2.com/products/pointfive-2024-08-28/reviews) - **Easiest to Use:** [Cloudshot](https://www.g2.com/products/cloudshot/reviews) - **Top Trending:** [ScaleOps](https://www.g2.com/products/scaleops-cloud-native-optimization-scaleops/reviews) - **Best Free Software:** [Datadog](https://www.g2.com/products/datadog/reviews) --- **Sponsored** ### CloudYali CloudYali is a cloud FinOps platform that helps engineering, finance, and FinOps teams monitor cloud costs and systematically implement savings recommendations across AWS, GCP, Azure, CDN providers, and AI services like OpenAI and Anthropic. Most cloud cost management tools focus on cost visibility — showing teams where money is being spent and where waste exists. CloudYali covers that ground but extends further into the implementation layer, addressing the gap between identifying savings opportunities and getting engineers to act on them. Industry data shows the average cloud savings recommendation takes 31 days to implement, and fewer than half ever get done. CloudYali is built to compress that timeline by enriching recommendations with the context engineers need to take action confidently. Key features and capabilities include: Multi-cloud cost visibility across AWS, GCP, Azure, CDN providers (Fastly), and AI API services (OpenAI, Anthropic), with real-time dashboards, cost allocation, and anomaly detection that surfaces unexpected spend spikes. Contextualized recommendations that go beyond flagging underutilized resources. Each recommendation is enriched with resource ownership, activity verification through CloudTrail data, utilization metrics with peak and trough patterns, and effort-vs-savings scoring so engineers can evaluate and act in minutes rather than hours. Workflow integration with Jira and Slack that routes recommendations to the right engineer with full context, eliminating the manual triage step where most savings opportunities stall. Implementation tracking and realized savings measurement that lets FinOps teams track every recommendation from identification through completion, and verify that projected savings actually materialized in the cloud bill. Team scorecards and executive reporting that give engineering managers visibility into their team's optimization progress, and give CFOs and finance leaders a clear line of sight into cloud cost efficiency, savings realized, and ROI on optimization efforts. CloudYali is designed for mid-market organizations. The primary users are FinOps practitioners who need to drive measurable savings outcomes, platform engineering leads who need cost optimization integrated into existing developer workflows, CFOs and finance leaders who need visibility into cloud spend efficiency and savings realization, and engineering leaders who need to track ROI on optimization efforts. Common use cases include identifying and eliminating idle cloud resources, rightsizing over-provisioned instances, improving reserved instance and savings plan coverage, cleaning up orphaned storage volumes, scheduling non-production environment shutdowns, and tracking AI API costs. The platform is available with a free tier for cost visibility, with paid tiers adding the action and implementation tracking capabilities. [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%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=169753&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%3Fpage%3D9&secure%5Btoken%5D=c50ae98bc4590f18a63c712f516cf15b7ddfb3e5e5cf1ed29cb4b0a9f29bdfa5&secure%5Burl%5D=https%3A%2F%2Fwww.cloudyali.io%2Fdemo%3Futm_source%3Dg2_clicks%26utm_medium%3Dg2_clicks%26utm_campaign%3Dg2_clicks_feb_2026%26utm_id%3Dg2_clicks&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated Cloud Cost Management Tools Products in 2026? ### 1. [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:** 4.7/5.0 **Total Reviews:** 100 **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:** 9.8/10 (Category avg: 8.5/10) - **Reporting:** 9.3/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.5/10 (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 (102,570 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2830763/ (2,193 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** DevOps Engineer, Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 36% Mid-Market, 35% Enterprise #### What Are IBM Terraform (formerly HashiCorp Terraform)'s Pros and Cons? **Pros:** - Ease of Use (5 reviews) - Efficiency (5 reviews) - Automation (4 reviews) - Automation 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) ### 2. [CloudOptimo](https://www.g2.com/products/cloudoptimo/reviews) CloudOptimo is your trusted partner in navigating the cloud landscape. With a keen understanding of today's cloud challenges, CloudOptimo seamlessly blends cost optimization, security, and DevOps automation. We're committed to ensuring your cloud operations are efficient, secure, and agile, empowering businesses to achieve more with less, and making the cloud journey truly rewarding. Cloud FinOps Features & Benefits: - Savings Analyzer: Delve into your cloud spending patterns, identifying areas for potential savings. - OptimoSizing: Ensure optimal cloud resource allocation, balancing cost and performance. - OptimoGroup & OptimoMapReducer: Harness the power of spot instances to drive significant cost savings while maintaining peak cloud performance. Cloud SecOps Features & Benefits: - OptimoSecurity: Bolster your cloud infrastructure against potential threats and misconfigurations, ensuring adherence to standards like PCI-DSS, HIPAA, and ISO. - Continuous Automation & Optimization: Proactively address security challenges with adaptive solutions, fortifying your cloud defense mechanisms. DevOps Automation with OptimoScheduler: Automated Workflows: Streamline and automate routine DevOps tasks, enhancing operational efficiency. - Resource Scheduling: Implement strategic policies to optimize non-critical resources, ensuring cost-effective cloud operations. - Seamless Integration: OptimoScheduler pairs effortlessly with OptimoGroup, amplifying cost savings and operational agility. Dive into the CloudOptimo ecosystem and elevate your cloud operations to new horizons. **Average Rating:** 4.8/5.0 **Total Reviews:** 24 **How Do G2 Users Rate CloudOptimo?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.3/10) - **Automation:** 9.4/10 (Category avg: 8.5/10) - **Reporting:** 9.2/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.3/10 (Category avg: 8.9/10) **Who Is the Company Behind CloudOptimo?** - **Seller:** [CloudOptimo](https://www.g2.com/sellers/cloudoptimo) - **Year Founded:** 2017 - **HQ Location:** Pune, Maharashtra - **Twitter:** @CloudOptimo (26 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cloudoptimo/ (8 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 79% Small-Business, 21% Mid-Market #### What Are CloudOptimo's Pros and Cons? **Pros:** - Cost Reduction (2 reviews) - Cost Saving (2 reviews) - Recommendations (2 reviews) - Cost Management (1 reviews) - Cost Optimization (1 reviews) **Cons:** - Complexity (1 reviews) - Dashboard Issues (1 reviews) - Difficult Setup (1 reviews) - Limited Customization (1 reviews) - Limited Flexibility (1 reviews) ### 3. [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 (1,019 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/corestack (208 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 48% Enterprise, 43% Mid-Market ### 4. [Gravity Cloud](https://www.g2.com/products/gravity-cloud/reviews) Gravity Cloud is a platform for DevOps & Engineering teams to build, manage and scale cloud platforms like AWS. This enables teams to release software faster, more securely & at reduced cloud costs without building the generic internal tools and pipelines. **Average Rating:** 4.4/5.0 **Total Reviews:** 40 **How Do G2 Users Rate Gravity Cloud?** - **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 9.3/10) - **Automation:** 8.9/10 (Category avg: 8.5/10) - **Reporting:** 9.2/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.1/10 (Category avg: 8.9/10) **Who Is the Company Behind Gravity Cloud?** - **Seller:** [Gravity Cloud Services](https://www.g2.com/sellers/gravity-cloud-services) - **Year Founded:** 2023 - **HQ Location:** Delaware, US - **LinkedIn® Page:** https://www.linkedin.com/company/gravity-cloud-ai/ (5 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 50% Small-Business, 33% Mid-Market #### What Are Gravity Cloud's Pros and Cons? **Pros:** - Ease of Use (20 reviews) - Cloud Services (18 reviews) - Features (18 reviews) - Cloud Integration (14 reviews) - Easy Integrations (13 reviews) **Cons:** - Expensive (11 reviews) - Pricing Issues (10 reviews) - Slow Performance (9 reviews) - Learning Curve (7 reviews) - Complexity (6 reviews) ### 5. [Xosphere Instance Orchestrator](https://www.g2.com/products/xosphere-instance-orchestrator/reviews) Xosphere's super power is reducing AWS EC2 expense by up to 80%. Xosphere is the world's only intelligent cloud orchestration company empowering enterprises to seamlessly move applications to the right place at the right time to reduce cloud expense and increase reliability. Xosphere's intelligent cloud software transforms unreliable Spot instances into robust resources that have the same reliability as On-Demand but at a fraction of the cost, yielding unparalleled savings. For enterprises that want to reduce cloud costs, Xosphere's optimization engine maximizes savings with the fastest speed of implementation in the industry. Xosphere Instance Orchestrator is a cloud-native, self-hosted subscription software application. It installs into your Amazon Web Services (AWS) account using either a CloudFormation stack or a Terraform module and runs using Lambda functions. Instance Orchestrator uses an opt-in design; it only executes on Auto-Scaling groups or individual instances that have explicitly been enabled via an AWS tag. Tags can be applied using any method or tool that is used within the organization to manage tags (for example, AWS Console, AWS CLI, AWS APIs, infrastructure-as-code platforms such as CloudFormation or Terraform, cloud management platforms, etc.). Once this enabling tag has been applied, Instance Orchestrator will automatically perform its management duties on an ongoing basis. **Average Rating:** 5.0/5.0 **Total Reviews:** 17 **How Do G2 Users Rate Xosphere Instance Orchestrator?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.3/10) - **Automation:** 10.0/10 (Category avg: 8.5/10) - **Reporting:** 10.0/10 (Category avg: 8.8/10) - **Usage Monitoring:** 10.0/10 (Category avg: 8.9/10) **Who Is the Company Behind Xosphere Instance Orchestrator?** - **Seller:** [Xosphere](https://www.g2.com/sellers/xosphere) - **Year Founded:** 2017 - **HQ Location:** Woodland Hills, US - **Twitter:** @XosphereInc (74 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/xosphereinc/ (6 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 41% Enterprise, 24% Mid-Market ### 6. [Yotascale](https://www.g2.com/products/yotascale/reviews) Yotascale helps modern SaaS organizations reduce cloud spend by delivering dynamic cloud cost management with unmatched business insights, attribution accuracy, and time to value. Yotascale is the only solution that makes it easy for distributed teams to take ownership of cloud costs, with 95% accurate, granular cost attribution in their business context, all-in-one support for multi-cloud and containers (including Kubernetes), and actionable recommendations that make optimizing cloud costs simple, efficient, and predictable. **Average Rating:** 4.6/5.0 **Total Reviews:** 14 **How Do G2 Users Rate Yotascale?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10) - **Automation:** 7.5/10 (Category avg: 8.5/10) - **Reporting:** 9.2/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.2/10 (Category avg: 8.9/10) **Who Is the Company Behind Yotascale?** - **Seller:** [YotaScale](https://www.g2.com/sellers/yotascale) - **Year Founded:** 2015 - **HQ Location:** Palo Alto, California - **Twitter:** @yotascale (430 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/yotascale/ (21 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 64% Enterprise, 29% Mid-Market ### 7. [env zero](https://www.g2.com/products/env-zero/reviews) env zero enables platform teams to deliver infrastructure 10x faster—without losing control. Designed for the speed and scale demands of the AI era, it brings structure, automation, and policy enforcement to every step of infrastructure delivery. Leading enterprises like PayPal, Broadcom, Paramount, and MongoDB use env zero to codify, standardize, and automate infrastructure workflows across teams, clouds, and IaC frameworks—including OpenTofu, Terraform, Kubernetes, and more. With built-in guardrails for security, compliance, cost, and reliability, env zero eliminates bottlenecks and enables confident scaling with shared standards and intelligent automation. Founded in 2018, env zero is making infrastructure a competitive advantage. As a founding member and Technology Steering Committee representative for OpenTofu, we proudly support the open-source IaC community. **Average Rating:** 4.1/5.0 **Total Reviews:** 21 **How Do G2 Users Rate env zero?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10) **Who Is the Company Behind env zero?** - **Seller:** [env0](https://www.g2.com/sellers/env0) - **Year Founded:** 2018 - **HQ Location:** Sunnyvale, CA - **Twitter:** @envZero (1,839 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/env0/ (41 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 43% Mid-Market, 38% Enterprise ### 8. [Pump](https://www.g2.com/products/pump-pump/reviews) Pump saves up to 60% off AWS compute spend without any engineering effort or financial risk to you. Using AI, we mirror your AWS commitments to your AWS consumption in real time, thus saving costs. Additionally, we apply a group buying volume discount to all customers in our free collective. **Average Rating:** 4.3/5.0 **Total Reviews:** 46 **How Do G2 Users Rate Pump?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.3/10) - **Automation:** 8.1/10 (Category avg: 8.5/10) - **Reporting:** 7.9/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.7/10 (Category avg: 8.9/10) **Who Is the Company Behind Pump?** - **Seller:** [Pump](https://www.g2.com/sellers/pump) - **Year Founded:** 2022 - **HQ Location:** San Francisco, CA - **LinkedIn® Page:** https://www.linkedin.com/company/pumpbilling/ (91 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Financial Services - **Company Size:** 75% Small-Business, 17% Mid-Market #### What Are Pump's Pros and Cons? **Pros:** - Ease of Use (10 reviews) - Cost Saving (9 reviews) - Savings (7 reviews) - Cost Reduction (5 reviews) - User Interface (5 reviews) **Cons:** - Billing Issues (3 reviews) - Poor Customer Support (3 reviews) - Update Issues (3 reviews) - Confusion (2 reviews) - Cost Management (2 reviews) ### 9. [Umbrella](https://www.g2.com/products/umbrella-formerly-anodot-umbrella/reviews) Anodot’s augmented analytics platform is the next generation in business intelligence. Anodot proactively identifies revenue-critical business incidents, recommends actions, and automates the remediation process, in real time. Anodot’s patented technology goes beyond data visualization by constantly analyzing and correlating business metrics, alerts and forecasts in their context. Leveraging AI and ML, Anodot’s augmented analytics proactively alert companies to revenue-critical business incidents and automates their remediation in real-time. The company’s Cloud Costs solution provides accurate monitoring and forecasting as well as savings recommendations that cut up to 40% on annual cloud spend. Fortune 500 companies leverage Anodot for cloud cost management and Anodot for payment intelligence to help reduce cloud waste and protect revenue streams. Our team spans several continents, with headquarters in the U.S. and Israel, with business units dedicated to digital, financial services, and telecommunications. To learn more, visit www.anodot.com or check us out on LinkedIn and Twitter. **Average Rating:** 4.5/5.0 **Total Reviews:** 36 **How Do G2 Users Rate Umbrella?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10) - **Reporting:** 6.7/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.3/10 (Category avg: 8.9/10) **Who Is the Company Behind Umbrella?** - **Seller:** [Umbrella (formerly Anodot)](https://www.g2.com/sellers/umbrella-formerly-anodot) - **Year Founded:** 2014 - **HQ Location:** Ashburn, Virginia - **Twitter:** @TeamAnodot (1,140 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5229141/ (70 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 44% Mid-Market, 31% Small-Business #### What Are Umbrella's Pros and Cons? **Pros:** - Time-saving (3 reviews) - Alerting System (2 reviews) - Alerts (2 reviews) - Helpful (2 reviews) - Problem Solving (2 reviews) **Cons:** - Access Control (2 reviews) - Complexity (2 reviews) - Not Intuitive (2 reviews) - Confusion (1 reviews) - Difficult Learning (1 reviews) ### 10. [Tenacity](https://www.g2.com/products/tenacity/reviews) Tenacity is a Cloud Cost Optimization and Management platform that maximizes public cloud discounts and savings opportunities, eliminates billing surprises, and helps organizations allocate their costs for greater transparency and bill-back accuracy. Tenacity is completely agentless and deploys in just a few minutes. Our current pricing, Free Assessment, and 7-day free trial are available at our website: https://www.tenacitycloud.com/ **Average Rating:** 4.8/5.0 **Total Reviews:** 11 **How Do G2 Users Rate Tenacity?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10) - **Automation:** 10.0/10 (Category avg: 8.5/10) - **Reporting:** 7.5/10 (Category avg: 8.8/10) - **Usage Monitoring:** 7.5/10 (Category avg: 8.9/10) **Who Is the Company Behind Tenacity?** - **Seller:** [Tenacity](https://www.g2.com/sellers/tenacity) - **Year Founded:** 2020 - **HQ Location:** Ann Arbor, US - **Twitter:** @tenacitycloud (46 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/tenacitycloud (15 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 64% Small-Business, 27% Mid-Market ### 11. [Lightrun](https://www.g2.com/products/lightrun-lightrun/reviews) Named 2021 Gartner Cool Vendor, Lightrun builds an IDE-native observability & debugging platform that enables developers to securely add logs, metrics and traces to production and staging environments in real time, on demand. No hotfixes, redeployments or restarts required. Developers use Lightrun for multiple code-level observability needs, including: \* Code-level alerts (Java, Node.js, Python, .NET) \* Feature verification \* Testing / debugging in production \* Troubleshooting cloud native apps, Serverless, and more \* Log optimization capabilities through a Log Optimizer(TM) By eliminating the need to reproduce bugs locally or issue a new software version for adding new logs or metrics to troubleshoot production issues, Lightrun's customers consistently reduce their MTTR by up to 50-60% and significantly improve development productivity. Issues that used to take 1-2 weeks to mitigate now take our customers on average less than an hour to solve. Lightrun empowers our customers' developers by eliminating the need for costly developer lifecycle operations like reproducing locally, or issuing a new software version just for adding new logs or metrics. Our customers, running petabyte-scale workloads with QPS in the high 100Ks across thousands of production servers, include companies that reach 44.5% of the internet's population and major, publicly-traded cybersecurity companies. **Average Rating:** 4.8/5.0 **Total Reviews:** 67 **How Do G2 Users Rate Lightrun?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.3/10) **Who Is the Company Behind Lightrun?** - **Seller:** [Lightrun](https://www.g2.com/sellers/lightrun) - **Year Founded:** 2019 - **HQ Location:** Tel Aviv, IL - **Twitter:** @Lightruntech (283 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/lightruntech/ (101 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 43% Mid-Market, 28% Enterprise #### What Are Lightrun's Pros and Cons? **Pros:** - Ease of Use (7 reviews) - Debugging (6 reviews) - Bug Detection (4 reviews) - Customer Support (4 reviews) - Easy Setup (4 reviews) **Cons:** - Bug Management (2 reviews) - Error Handling (2 reviews) - Feature Limitations (2 reviews) - Limited Compatibility (2 reviews) - Limited Features (2 reviews) ### 12. [Espresso AI](https://www.g2.com/products/espresso-ai/reviews) Espresso AI is an advanced artificial intelligence platform designed to optimize cloud data warehouse operations, particularly for Snowflake and Databricks users. By leveraging state-of-the-art machine learning models, Espresso AI automates performance engineering tasks, enabling organizations to achieve significant cost savings—up to 70%—while enhancing system efficiency. The platform operates autonomously, continuously monitoring and optimizing data warehouse performance without requiring manual intervention. Key Features and Functionality: - Autoscaling Agent: Analyzes workload patterns to predict and adjust resource allocation in real-time, minimizing idle time and improving utilization by over 25%. - Scheduling Agent: Dynamically reroutes queries to underutilized warehouses, reducing idle time below 10% and ensuring optimal resource usage without compromising performance. - Query Agent: Utilizes large language models to optimize SQL queries on-the-fly, automating improvements that traditionally required expert intervention, with formal verification to ensure accuracy. - Fully Automated Operation: Functions autonomously, akin to having a team of expert database administrators working around the clock to monitor and optimize data warehouse performance. - Rapid Deployment: Simple setup process that can be completed in approximately ten minutes, allowing organizations to quickly realize cost savings and performance enhancements. Primary Value and Problem Solved: Espresso AI addresses the escalating costs and operational complexities associated with managing cloud data warehouses. By automating critical performance engineering tasks, the platform enables organizations to: - Achieve Significant Cost Savings: Reduce expenses related to Snowflake and Databricks operations by up to 70%, allowing for more efficient budget allocation. - Enhance System Performance: Optimize resource utilization and query execution, leading to faster data processing and improved overall system efficiency. - Reduce Manual Workload: Eliminate the need for extensive manual monitoring and optimization, freeing up engineering resources to focus on strategic initiatives. By integrating Espresso AI, organizations can effectively manage their data warehouse operations, ensuring optimal performance and cost-effectiveness in an increasingly data-driven landscape. **Average Rating:** 4.5/5.0 **Total Reviews:** 14 **How Do G2 Users Rate Espresso AI?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.3/10) **Who Is the Company Behind Espresso AI?** - **Seller:** [Espresso AI](https://www.g2.com/sellers/espresso-ai) - **Year Founded:** 2023 - **HQ Location:** , - **LinkedIn® Page:** https://www.linkedin.com/company/espresso-ai/ (15 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 47% Small-Business, 33% Enterprise #### What Are Espresso AI's Pros and Cons? **Pros:** - Ease of Use (8 reviews) - Accuracy (4 reviews) - Setup Ease (4 reviews) - Affordable (3 reviews) - Features (3 reviews) **Cons:** - Complexity (3 reviews) - Data Privacy (2 reviews) - Expensive (2 reviews) - Dependency Issues (1 reviews) - High Complexity (1 reviews) ### 13. [CloudCheckr CMx](https://www.g2.com/products/cloudcheckr-cmx/reviews) The CloudCheckr Cloud Management Platform (CMP) offers a single pane of glass view to help modern enterprises manage and optimize their public cloud. DevOps, SecOps, and FinOps teams from hundreds of global enterprises and service providers rely on CloudCheckr to manage their Azure, AWS, and Google Cloud investments so they can quickly optimize spend, eliminate waste, and improve security and compliance throughout their cloud journey. CloudCheckr enables users to save money, time, and effort to increase operational efficiencies with automated actions for your cloud. Manage your expenses with cost allocation, spend optimization, invoicing and chargebacks. Use custom reports and alerts ensure governance and accountability as your environments scale. The CloudCheckr CMP provides total visibility across your cloud infrastructure and enables protection for state and activity monitoring, turning insight to action while meeting compliance demands. Manage your assets with cross-account dashboards that provide sophisticated reporting for enterprise-wide inventory based on tags, geography, function and more to proactively optimize workloads. Review summary and detailed usage statistics for resources across AWS, Azure, and Google Cloud, offering actionable intelligence to right-size and scale services efficiently. **Average Rating:** 4.0/5.0 **Total Reviews:** 12 **How Do G2 Users Rate CloudCheckr CMx?** - **Has the product been a good partner in doing business?:** 6.7/10 (Category avg: 9.3/10) - **Automation:** 6.7/10 (Category avg: 8.5/10) - **Reporting:** 7.7/10 (Category avg: 8.8/10) - **Usage Monitoring:** 7.3/10 (Category avg: 8.9/10) **Who Is the Company Behind CloudCheckr CMx?** - **Seller:** [CloudCheckr](https://www.g2.com/sellers/cloudcheckr) - **Year Founded:** 2011 - **HQ Location:** Rochester, NY - **Twitter:** @cloudcheckr (2,121 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cloudcheckr/ (33 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 50% Small-Business, 42% Mid-Market #### What Are CloudCheckr CMx's Pros and Cons? **Pros:** - Comprehensive Solutions (1 reviews) - Customer Success (1 reviews) - Customer Support (1 reviews) - Documentation (1 reviews) - Ease of Use (1 reviews) **Cons:** - Cost Management (1 reviews) - Expensive (1 reviews) - Improvement Needed (1 reviews) - Limited Options (1 reviews) - Missing Features (1 reviews) ### 14. [CloudYali](https://www.g2.com/products/cloudyali/reviews) CloudYali is a cloud FinOps platform that helps engineering, finance, and FinOps teams monitor cloud costs and systematically implement savings recommendations across AWS, GCP, Azure, CDN providers, and AI services like OpenAI and Anthropic. Most cloud cost management tools focus on cost visibility — showing teams where money is being spent and where waste exists. CloudYali covers that ground but extends further into the implementation layer, addressing the gap between identifying savings opportunities and getting engineers to act on them. Industry data shows the average cloud savings recommendation takes 31 days to implement, and fewer than half ever get done. CloudYali is built to compress that timeline by enriching recommendations with the context engineers need to take action confidently. Key features and capabilities include: Multi-cloud cost visibility across AWS, GCP, Azure, CDN providers (Fastly), and AI API services (OpenAI, Anthropic), with real-time dashboards, cost allocation, and anomaly detection that surfaces unexpected spend spikes. Contextualized recommendations that go beyond flagging underutilized resources. Each recommendation is enriched with resource ownership, activity verification through CloudTrail data, utilization metrics with peak and trough patterns, and effort-vs-savings scoring so engineers can evaluate and act in minutes rather than hours. Workflow integration with Jira and Slack that routes recommendations to the right engineer with full context, eliminating the manual triage step where most savings opportunities stall. Implementation tracking and realized savings measurement that lets FinOps teams track every recommendation from identification through completion, and verify that projected savings actually materialized in the cloud bill. Team scorecards and executive reporting that give engineering managers visibility into their team's optimization progress, and give CFOs and finance leaders a clear line of sight into cloud cost efficiency, savings realized, and ROI on optimization efforts. CloudYali is designed for mid-market organizations. The primary users are FinOps practitioners who need to drive measurable savings outcomes, platform engineering leads who need cost optimization integrated into existing developer workflows, CFOs and finance leaders who need visibility into cloud spend efficiency and savings realization, and engineering leaders who need to track ROI on optimization efforts. Common use cases include identifying and eliminating idle cloud resources, rightsizing over-provisioned instances, improving reserved instance and savings plan coverage, cleaning up orphaned storage volumes, scheduling non-production environment shutdowns, and tracking AI API costs. The platform is available with a free tier for cost visibility, with paid tiers adding the action and implementation tracking capabilities. **Average Rating:** 4.4/5.0 **Total Reviews:** 9 **How Do G2 Users Rate CloudYali?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.3/10) - **Automation:** 4.5/10 (Category avg: 8.5/10) - **Reporting:** 8.8/10 (Category avg: 8.8/10) - **Usage Monitoring:** 7.4/10 (Category avg: 8.9/10) **Who Is the Company Behind CloudYali?** - **Seller:** [CloudYali.io](https://www.g2.com/sellers/cloudyali-io) - **Year Founded:** 2023 - **HQ Location:** Pune, IN - **LinkedIn® Page:** https://www.linkedin.com/company/cloudyali/ (2 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 56% Mid-Market, 33% Small-Business #### What Are CloudYali's Pros and Cons? **Pros:** - Cost Tracking (7 reviews) - Reporting (6 reviews) - Cost Management (5 reviews) - Cost Reduction (5 reviews) - Dashboards (5 reviews) **Cons:** - Cost Management (3 reviews) - Integration Issues (3 reviews) - Azure Integration (2 reviews) - Compatibility Issues (2 reviews) - Limited Cloud Integration (2 reviews) ### 15. [OneLens](https://www.g2.com/products/onelens/reviews) OneLens is a cloud cost optimization and governance platform. OneLens analyzes your cloud setup with a comprehensive policy engine, identifies cost leaks & inefficiencies in your cloud, provides clear, actionable recommendations to fix them and reduce cloud expenses. Set up takes minutes, and cost-saving opportunities are visible within 24 hours, enabling teams to manage cloud costs effectively and streamline their operations. For more information about OneLens, visit https://www.astuto.ai **Average Rating:** 4.7/5.0 **Total Reviews:** 9 **How Do G2 Users Rate OneLens?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.3/10) - **Automation:** 9.0/10 (Category avg: 8.5/10) - **Reporting:** 8.8/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.2/10 (Category avg: 8.9/10) **Who Is the Company Behind OneLens?** - **Seller:** [Astuto Technologies](https://www.g2.com/sellers/astuto-technologies) - **Year Founded:** 2023 - **HQ Location:** Bengaluru, IN - **Twitter:** @astuto_ai (50 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/astuto-cloud/ (47 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 56% Mid-Market, 22% Enterprise #### What Are OneLens's Pros and Cons? **Pros:** - Recommendations (6 reviews) - Cost Management (4 reviews) - Cost Reduction (4 reviews) - Customer Support (3 reviews) - Ease of Use (3 reviews) **Cons:** - Lack of GCP Support (4 reviews) - AWS Limitations (1 reviews) - Azure Integration (1 reviews) - Complexity (1 reviews) - Limited Cloud Integration (1 reviews) ### 16. [CloudWize](https://www.g2.com/products/cloudwize-cloudwize/reviews) CloudWize is a no-code Cloud Security Center of Excellence that gives you maximum cloud compliance & security. Get 360° Protection from Architecture Design to Runtime. CludWize enforces cloud regulations with over 1K rules running continuously, scans your cloud vulnerabilities, and remediates them automatically. With our unique investigation graph engine, you can detect and fix cloud issues in minutes instead of days and weeks. This holistic solution offers a blackbox web app penetration test, evolved IAM (identity access management), IaC (infrastructure as code) risk scanning, Data Security Posture Management, and more. Why deal with many tools when you can have everything in one place? CNAPP + WAAP + KSPM – CSPM + CWPP + CIEM + CASB + DSPM + CNSP = CloudWize (CSCoE) **Average Rating:** 4.7/5.0 **Total Reviews:** 11 **How Do G2 Users Rate CloudWize?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.3/10) - **Automation:** 10.0/10 (Category avg: 8.5/10) - **Reporting:** 9.2/10 (Category avg: 8.8/10) - **Usage Monitoring:** 10.0/10 (Category avg: 8.9/10) **Who Is the Company Behind CloudWize?** - **Seller:** [CloudWize](https://www.g2.com/sellers/cloudwize) - **Year Founded:** 2019 - **HQ Location:** Netanya, IL - **Twitter:** @cloud_wize (94 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cloudwize-io/about (5 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Small-Business, 33% Mid-Market #### What Are CloudWize's Pros and Cons? **Pros:** - Security (7 reviews) - Ease of Use (6 reviews) - Cloud Integration (5 reviews) - Cloud Management (5 reviews) - Cloud Services (5 reviews) **Cons:** - Complex Implementation (1 reviews) - Complex Setup (1 reviews) - Customization Difficulty (1 reviews) - Difficult Navigation (1 reviews) - Excessive Customization (1 reviews) ### 17. [Opslyft](https://www.g2.com/products/opslyft/reviews) Opslyft is an AI-powered cloud cost intelligence and FinOps platform that helps companies see, control, and optimize cloud spend with real business context. Headquartered in San Francisco, Opslyft turns complex multi-cloud bills into clear, actionable insights so engineering and finance teams can cut waste fast and keep innovation profitable. Opslyft is built for modern cloud environments and delivers context-led optimization. Instead of simply saying "save money here", Opslyft understands the purpose and criticality of each workload before recommending changes. With its Cloud CMDB and workload signals, Opslyft identifies safe opportunities to rightsize resources, eliminate idle infrastructure, and improve efficiency without impacting performance. Opslyft provides accurate visibility and allocation even when costs span multiple teams, accounts, or shared services. It reconstructs and auto-splits spend using business and usage data, enabling cost allocation without perfect tagging. This simplifies showback and chargeback, improves budgeting processes, and helps teams understand cloud unit economics. Opslyft brings proactive control to cloud cost management with real-time anomaly detection, root-cause insights, and automated workflows that route savings tasks to the right owners. The platform detects cost spikes early, explains why they happened, and helps teams fix them quickly With unified support for AWS, Azure, GCP, OCI, Kubernetes, and data platforms such as Snowflake, Opslyft delivers a single, holistic view of all cloud and SaaS spend. Trusted by companies including Freshworks, Innovaccer, Safe Security, Xactly, and Disprz, Opslyft helps fast-growing teams reduce cloud waste, align engineering with finance, and make better product and go-to-market decisions based on accurate cost data. **Average Rating:** 4.9/5.0 **Total Reviews:** 8 **How Do G2 Users Rate Opslyft?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.3/10) - **Automation:** 7.0/10 (Category avg: 8.5/10) - **Reporting:** 9.4/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.3/10 (Category avg: 8.9/10) **Who Is the Company Behind Opslyft?** - **Seller:** [Opslyft](https://www.g2.com/sellers/opslyft) - **Year Founded:** 2019 - **HQ Location:** San Francisco, CA - **Twitter:** @OpsLyft (48 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/opslyft **Who Uses This Product?** - **Company Size:** 63% Enterprise, 38% Mid-Market #### What Are Opslyft's Pros and Cons? **Pros:** - Cloud Services (3 reviews) - Collaboration (3 reviews) - Team Expertise (3 reviews) - Cost Saving (2 reviews) - Customer Support (2 reviews) **Cons:** - Poor UI Design (1 reviews) ### 18. [OpsRamp](https://www.g2.com/products/opsramp/reviews) OpsRamp’s modern, SaaS-based platform provides enterprise IT teams and managed service providers comprehensive IT operations management (ITOM) from discovery to monitoring to remediation and automation in a single, unified solution. **Average Rating:** 4.1/5.0 **Total Reviews:** 21 **How Do G2 Users Rate OpsRamp?** - **Has the product been a good partner in doing business?:** 7.7/10 (Category avg: 9.3/10) - **Automation:** 8.3/10 (Category avg: 8.5/10) - **Reporting:** 10.0/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.2/10 (Category avg: 8.9/10) **Who Is the Company Behind OpsRamp?** - **Seller:** [OpsRamp](https://www.g2.com/sellers/opsramp) - **Year Founded:** 2014 - **HQ Location:** San Jose, CA - **Twitter:** @OpsRamp (1,457 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/opsramp/ (158 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 52% Enterprise, 30% Mid-Market #### What Are OpsRamp's Pros and Cons? **Pros:** - Customer Satisfaction (1 reviews) - Customer Support (1 reviews) - Customizability (1 reviews) - Dashboard Quality (1 reviews) - Ease of Use (1 reviews) **Cons:** - Expensive (1 reviews) - High Licensing Cost (1 reviews) - Pricing Issues (1 reviews) - Slow Performance (1 reviews) ### 19. [Seemore Data](https://www.g2.com/products/seemore-data/reviews) Seemore Data is an autonomous data efficiency platform purpose-built for Snowflake cost optimization and end-to-end data warehouse optimization. It uses a context-aware AI agent to continuously analyze, explain, and optimize cost, performance, and usage across Snowflake and the modern data stack. Unlike passive dashboards, Seemore acts as an autonomous agent, automatically right-sizing warehouses, eliminating idle compute, and preventing cost anomalies before they escalate. With deep lineage and business context, teams can trace every dollar spent back to queries, pipelines, dashboards, and owners. The result: predictable Snowflake spend, faster performance, and data teams that scale impact without adding headcount. **Average Rating:** 4.5/5.0 **Total Reviews:** 13 **How Do G2 Users Rate Seemore Data?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.3/10) - **Automation:** 10.0/10 (Category avg: 8.5/10) - **Reporting:** 8.3/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.3/10 (Category avg: 8.9/10) **Who Is the Company Behind Seemore Data?** - **Seller:** [Seemore Data](https://www.g2.com/sellers/seemore-data) - **Year Founded:** 2023 - **HQ Location:** New York, US - **LinkedIn® Page:** https://www.linkedin.com/company/seemore-data/ (21 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 62% Mid-Market, 23% Enterprise #### What Are Seemore Data's Pros and Cons? **Pros:** - Ease of Use (11 reviews) - User Interface (8 reviews) - Data Lineage (7 reviews) - Customer Support (5 reviews) - Data Management (4 reviews) **Cons:** - Lineage Limitations (4 reviews) - Not User-Friendly (4 reviews) - Data Management Issues (3 reviews) - UX Improvement (3 reviews) - Data Inaccuracy (2 reviews) ### 20. [Umbrelly](https://www.g2.com/products/umbrelly/reviews) Umbrelly delivers cloud savings with no commitments in just a few clicks. No infrastructure changes. No engineering work. 🌥 Easy onboarding: Integrate seamlessly without changing your infrastructure or stopping instances. 🌥 Secure setup: Umbrelly gets read-only access, ensuring your data and instances stay private. 🌥 Ultimate flexibility: No commitments, adjust capacity on the go, while Umbrelly handles cost optimization. 🌥 Optimized budget: Always get the lowest rates, freeing up your cloud budget for technology innovation. **Average Rating:** 5.0/5.0 **Total Reviews:** 8 **How Do G2 Users Rate Umbrelly?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.3/10) - **Automation:** 10.0/10 (Category avg: 8.5/10) - **Reporting:** 9.6/10 (Category avg: 8.8/10) - **Usage Monitoring:** 9.6/10 (Category avg: 8.9/10) **Who Is the Company Behind Umbrelly?** - **Seller:** [Umbrelly](https://www.g2.com/sellers/umbrelly) - **Year Founded:** 2022 - **HQ Location:** Dover, US - **LinkedIn® Page:** https://www.linkedin.com/company/umbrelly-cloud/ (90 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business #### What Are Umbrelly's Pros and Cons? **Pros:** - Cost Saving (4 reviews) - Ease of Use (4 reviews) - Cost Reduction (3 reviews) - Implementation Ease (3 reviews) - Savings (3 reviews) **Cons:** - Azure Integration (1 reviews) - Lack of GCP Support (1 reviews) - Limited Cloud Integration (1 reviews) - Pricing Issues (1 reviews) ### 21. [Holori](https://www.g2.com/products/holori/reviews) Holori is an infrastructure visibility and cost optimization platform that works with major cloud providers such as AWS, Azure, GCP, Oracle… With Holori, you can seamlessly navigate between diagrams and intuitive dashboards, gaining a complete view of your costs and underlying infrastructure. It takes only 5 min to get started ! - Centralize your cloud cost from multiple providers - Build comprehensive costs reports - Optimize your cost with recommendations - Virtual tagging to track and allocate your costs regardless of the providers - Understand your cloud environment with powerful infrastructure diagrams - Monitor infrastructure changes - Automate infrastructure documentation - Design and estimate the cost of your future infrastructure **Average Rating:** 4.6/5.0 **Total Reviews:** 7 **How Do G2 Users Rate Holori?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.3/10) - **Automation:** 6.9/10 (Category avg: 8.5/10) - **Reporting:** 8.9/10 (Category avg: 8.8/10) - **Usage Monitoring:** 8.3/10 (Category avg: 8.9/10) **Who Is the Company Behind Holori?** - **Seller:** [Holori](https://www.g2.com/sellers/holori) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 43% Mid-Market, 29% Enterprise #### What Are Holori's Pros and Cons? **Pros:** - Cost Management (4 reviews) - Ease of Use (3 reviews) - Cost Saving (2 reviews) - Data Centralization (2 reviews) - Discounts (2 reviews) **Cons:** - Slow Performance (2 reviews) - Inefficient Alert System (1 reviews) - Missing Features (1 reviews) - Poor Documentation (1 reviews) - Software Bugs (1 reviews) ### 22. [ServiceNow Cloud Management](https://www.g2.com/products/servicenow-cloud-management/reviews) ServiceNow Cloud Management is a comprehensive solution designed to automate and streamline the provisioning, lifecycle, and cost management of both public and private cloud resources. By integrating cloud operations into a unified platform, it enhances operational efficiency, ensures compliance, and provides real-time visibility across cloud environments. Key Features and Functionality: - Automated Cloud Provisioning: Facilitates the rapid deployment of cloud services, including fully configured virtual networks, through a user-friendly interface. - Cloud Governance: Automates governance workflows for cloud accounts, ensuring adherence to compliance and security policies. - Cost Management: Provides tools to monitor and control cloud expenditures, offering insights into spending patterns and enabling proactive budget management. - Cloud Observability: Combines operational monitoring and observability data for cloud and cloud-native applications, bringing critical telemetry data together to improve security, workflows, collaboration, and ROI. - Integration with Major Cloud Providers: Supports seamless integration with leading cloud platforms such as AWS, Azure, GCP, and IBM, ensuring a consistent management framework across hybrid and multi-cloud environments. Primary Value and User Solutions: ServiceNow Cloud Management addresses the complexities of managing diverse cloud environments by providing a centralized platform that automates routine tasks, enforces governance policies, and optimizes costs. This solution empowers organizations to accelerate their cloud transformation journeys, enhance operational agility, and align cloud operations with broader business objectives. By offering real-time visibility and control, it enables IT teams to proactively manage resources, mitigate risks, and deliver reliable services to end-users. **Average Rating:** 4.5/5.0 **Total Reviews:** 22 **How Do G2 Users Rate ServiceNow Cloud Management?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.3/10) - **Automation:** 10.0/10 (Category avg: 8.5/10) - **Reporting:** 10.0/10 (Category avg: 8.8/10) - **Usage Monitoring:** 10.0/10 (Category avg: 8.9/10) **Who Is the Company Behind ServiceNow Cloud Management?** - **Seller:** [ServiceNow](https://www.g2.com/sellers/servicenow) - **Year Founded:** 2004 - **HQ Location:** Santa Clara, CA - **Twitter:** @servicenow (54,612 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/29352/ (32,701 employees on LinkedIn®) - **Ownership:** NYSE:NOW **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 55% Enterprise, 27% Small-Business #### What Are ServiceNow Cloud Management's Pros and Cons? **Pros:** - Ease of Use (4 reviews) - Customer Support (3 reviews) - Integrations (3 reviews) - Features (2 reviews) - Learning (2 reviews) **Cons:** - Complexity Issues (3 reviews) - Poor Interface Design (3 reviews) - Complexity (2 reviews) - Complex Setup (2 reviews) - Implementation Difficulty (2 reviews) ### 23. [Stacklet Platform](https://www.g2.com/products/stacklet-platform/reviews) Stacklet Platform is a Governance as Code solution that accelerates cloud adoption with intelligent guardrails and actionable insights for security, compliance, cost, and operations. The Stacklet platform empowers cloud and security engineering teams to codify, automate, visualize, and collaborate on policies in a standard, easy-to-use, declarative language. Stacklet Platform extends Cloud Custodian open source project with intelligent management capabilities, including governance insights, real-time asset inventory, out-of-the-box policy packs, and advanced communications to help businesses innovate securely and efficiently in the cloud at scale. **Average Rating:** 4.6/5.0 **Total Reviews:** 10 **How Do G2 Users Rate Stacklet Platform?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10) - **Automation:** 8.3/10 (Category avg: 8.5/10) - **Reporting:** 6.7/10 (Category avg: 8.8/10) - **Usage Monitoring:** 7.8/10 (Category avg: 8.9/10) **Who Is the Company Behind Stacklet Platform?** - **Seller:** [Stacklet](https://www.g2.com/sellers/stacklet) - **Company Website:** https://stacklet.io - **HQ Location:** Everywhere, OO - **Twitter:** @stackletio (347 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/stacklet/ (38 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Enterprise, 40% Mid-Market #### What Are Stacklet Platform's Pros and Cons? **Pros:** - Centralized Management (1 reviews) - Cloud Services (1 reviews) - Dashboard Usability (1 reviews) - Data Centralization (1 reviews) - Ease of Use (1 reviews) **Cons:** - Insufficient Information (1 reviews) - Missing Features (1 reviews) ### 24. [Virtana Platform](https://www.g2.com/products/virtana-platform/reviews) Virtana delivers the industry's deepest hybrid infrastructure observability platform, empowering enterprises to ensure the availability, efficiency, and resiliency of their mission-critical services. Our AI-powered platform unifies visibility across on-premises, cloud, and Kubernetes environments, providing comprehensive real-time insights and intelligent automation. Key differentiators: · AI-driven early warning system and automated root cause analysis · Comprehensive topology discovery and mapping across your entire IT estate · Consolidated alerts with policy-based noise reduction · Natural language infrastructure querying through Virtana Copilot · Vendor-agnostic platform supporting both on-premises and cloud deployments Organizations choose Virtana to: · Reduce mean time to resolution (MTTR) through AI-powered automation · Lower infrastructure costs with intelligent optimization · Improve team productivity by eliminating alert noise · Support demanding AI workloads with deep infrastructure insights · Transform infrastructure from a cost center to a strategic asset Whether you're managing traditional IT, hybrid environments, or advanced AI data centers, Virtana provides the deep observability and intelligent automation needed to drive operational excellence and accelerate digital transformation. **Average Rating:** 4.3/5.0 **Total Reviews:** 35 **How Do G2 Users Rate Virtana Platform?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.3/10) - **Automation:** 1.7/10 (Category avg: 8.5/10) - **Reporting:** 10.0/10 (Category avg: 8.8/10) - **Usage Monitoring:** 10.0/10 (Category avg: 8.9/10) **Who Is the Company Behind Virtana Platform?** - **Seller:** [Virtana](https://www.g2.com/sellers/virtana) - **Year Founded:** 2008 - **HQ Location:** N/A - **Twitter:** @VirtanaCorp (9,431 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/virtanacorps/ (159 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 53% Enterprise, 26% Mid-Market ### 25. [Aimably](https://www.g2.com/products/aimably/reviews) If you're 'automating' your savings with a contract broker, you're leaving money on the table. Aimably offers software and software-enabled services that identify precise sources of cloud cost and help teams make comprehensive reductions quickly without affecting performance. -- AWS billing creates a blind spot that hurts businesses. AWS costs are typically the second largest line item for a technology business. AWS's standard invoices and developer tools make it extremely difficult to validate billing or keep spending under control. Aimably's software and services transform the AWS billing experience. Gain clarity and insight into how AWS spending affects the business. PRODUCTS & SERVICES Cloud Cost Reduction Service AWS Invoice Management Software Cloud Due Diligence Report With a unique experience working with investors and consulting firms to create financial transformation plans, Aimably's Cloud Investor Solutions suite prepares institutional investors for acquisitions with full cloud hosting cost diligence data and value creation plan, supported by ongoing enhancements to cloud financial reporting accuracy and detail. **Average Rating:** 4.8/5.0 **Total Reviews:** 6 **How Do G2 Users Rate Aimably?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.3/10) **Who Is the Company Behind Aimably?** - **Seller:** [Aimably](https://www.g2.com/sellers/aimably) - **Year Founded:** 2020 - **HQ Location:** Oxnard, US - **Twitter:** @AimablyApp (34 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/aimably (3 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 57% Small-Business, 29% Mid-Market ## 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? - [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm) - [Enterprise IT Management Software](https://www.g2.com/categories/enterprise-it-management) - [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) - [AIOps Tools](https://www.g2.com/categories/aiops-platforms) - [Cloud Security Posture Management (CSPM) Software](https://www.g2.com/categories/cloud-security-posture-management-cspm) --- ## 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.