Best Cloud Cost Management Software for Kubernetes

At Massdriver, we believe in prevention, not permission. Our self-service platform lets ops teams encode their expertise and your organization’s non-negotiables into pre-approved infrastructure modules—using familiar IaC tools like Terraform, Helm, or OpenTofu. Each module embeds policy, security, and cost controls, transforming raw configuration into functional software assets that streamline multi-cloud deployments across AWS, Azure, GCP, and Kubernetes. By centralizing provisioning, secrets management, and RBAC, Massdriver cuts overhead for ops teams while empowering developers to visualize and deploy resources without bottlenecks. Built-in monitoring, alerting, and metrics retention reduce downtime and expedite incident resolution, driving ROI through proactive issue detection and optimized spend. No more juggling brittle pipelines—ephemeral CI/CD automatically spins up based on the tooling in each module. Scale faster and safer with unlimited projects and cloud accounts while ensuring compliance at every step. Massdriver—fast by default, safe by design.

Datadog is the cloud-age monitoring, security, and analytics platform for developers, IT operation teams, security engineers, and business users. Our SaaS platform integrates monitoring of infrastructure, application performance monitoring, and log management to provide unified and real-time monitoring of all our customers' technology stacks. Datadog is used by companies of all sizes and in many industries to enable digital transformation, cloud migration, collaboration among development, operations and security teams, accelerate time-to-market for applications, reduce the time it takes to solve problems, secure applications and infrastructure and understand user behavior to track key business metrics.

Cloudaware is a SaaS-based cloud management platform designed for enterprises that deploy workloads across multiple cloud providers and on-premises. Cloudaware offers such modules as CMDB, Change Management, Cost Management, Compliance Engine, Vulnerability Scanning, Intrusion Detection, Patching, Log Management, and Backup. In addition, the platform integrates with ServiceNow, New Relic, JIRA, Chef, Puppet, Ansible, and 50+ other products. Customers deploy Cloudaware to streamline their cloud-agnostic IT management processes, spending, compliance and security.

The cloud management platform you’ll wish you’d found sooner. Visualize inventory. Reduce costs. Monitor compliance. Automate remediation. Trusted by engineers, architects, security, and FinOps teams in the world's largest private & public sector organizations. Start optimizing your cloud today.

For companies that depend on a modern, multi-cloud infrastructure to power their SaaS customer experience, Yotascale enables dynamic cloud cost management with unmatched insights, accuracy, and time to value to help reduce their cloud spend by up to 50%. Unlike first-generation solutions that are hard to use and even harder to configure, and don’t give real-time, proactive insights, Yotascale delivers real value in the first few days, and every day thereafter, because we make it easy for the right people to take the right course of action at the right time to get cloud costs under control. At Yotascale, we make it easy for teams to take ownership of cloud costs with: 95% accurate, granular cost attribution that matches the way you do business; all-in-one support for multi-cloud and containers (including Kubernetes, ECS, AKS and more); and highly actionable scenario-based recommendations at the application, service and workload level that make optimizing cloud costs simple, efficient, and predictable.

Empower IT teams to adopt a more proactive and agile approach with VMware Cloud Foundation Operations, previously known as VMware Aria Operations, which serves as a self-driving IT Operations Management solution tailored for private, hybrid, and multi-cloud settings, leveraging AI and predictive analytics. Streamline and automate your operations management tasks through VMware Cloud Foundation Operations, ensuring comprehensive visibility across physical, virtual, and cloud infrastructures—including Virtual Machines (VMs) and containers—as well as the applications they underpin. This platform facilitates ongoing performance enhancement, intelligent remediation that is aware of application contexts, and integrated compliance, making it a robust tool for modern IT environments. Available both on-premises and as a service, it is trusted by organizations for managing their most critical applications, having been recognized as a market leader by IDC for four consecutive years. VMware Cloud Foundation Operations can be utilized either on-site or in the cloud, and it can be consumed as a standalone product or as part of the Aria Suite, providing flexibility to meet diverse operational needs. This adaptability makes it an essential asset for any organization aiming to optimize their IT operations effectively.

IBM Kubecost offers immediate visibility and insights into costs for teams utilizing Kubernetes, enabling ongoing reductions in cloud expenses. You can analyze costs associated with various Kubernetes elements, such as deployments, services, and namespace labels. Monitor expenses from multiple clusters in one consolidated view or through a unified API endpoint. Additionally, link Kubernetes expenditures with any external cloud services or infrastructure costs to gain a holistic understanding of your spending. Costs from external sources can be allocated to specific Kubernetes components, providing a thorough overview of financial outlays. Receive actionable suggestions for cost savings that do not compromise performance, allowing you to refine infrastructure or application modifications for enhanced resource efficiency and reliability. With real-time alerts, you can swiftly identify potential cost overruns and risks of infrastructure failures before they escalate into larger issues. Maintain seamless engineering workflows by integrating Kubecost with collaboration tools like PagerDuty and Slack, ensuring that your teams stay informed and responsive. Ultimately, this comprehensive approach empowers organizations to optimize their Kubernetes spending effectively.

Sedai intelligently finds resources, analyzes traffic patterns and learns metric performance. This allows you to manage your production environments continuously without any manual thresholds or human intervention. Sedai's Discovery engine uses an agentless approach to automatically identify everything in your production environments. It intelligently prioritizes your monitoring information. All your cloud accounts are on the same platform. All of your cloud resources can be viewed in one place. Connect your APM tools. Sedai will identify and select the most important metrics. Machine learning intelligently sets thresholds. Sedai is able to see all the changes in your environment. You can view updates and changes and control how the platform manages resources. Sedai's Decision engine makes use of ML to analyze and comprehend data at large scale to simplify the chaos.

Finout streamlines the billing from Cloud Providers, Data Warehouses, and CDNs into a comprehensive single invoice, providing an exceptional overview of your cloud expenses without the need for extensive setup. You can easily track irregularities, access tailored suggestions, and anticipate costs as your business expands. Unlike AWS, which bills based on instances, Finout allows you to focus on the actual costs associated with your pods. By integrating seamlessly without agents, you can leverage your current Datadog or Prometheus setups to gain detailed insights into pod-level spending quickly. Move beyond simply understanding total cloud expenses; instead, focus on the costs tied to your actual usage rather than just payments made. For instance, instead of analyzing EC2 instances and DynamoDB indexes, you can directly observe Kubernetes pods. Moreover, Finout fosters a shared vocabulary across your organization, benefiting not just the DevOps team but the entire company as well. This unified approach enhances collaboration and understanding across departments, leading to more informed financial decisions.

Cost Reports offer user-friendly dashboards that enable sophisticated reporting and filtering of accrued expenses. You can apply filters to observe daily cost patterns by service, business unit, tag, or account. Additionally, you can link intricate logic to meet any reporting requirement. The forecasts come with confidence intervals that update daily in response to your changing infrastructure, allowing you to gauge future costs effectively. Notifications regarding costs and trends can be sent to you via Slack, Teams, or email on a daily, weekly, or monthly schedule. You will also receive alerts for any cost anomalies detected. Autopilot assesses your EC2 workloads and procures three-year, no-upfront reserved instances to help you cut costs. You have the ability to specify which compute categories or regions Autopilot oversees. Furthermore, managing commitments and infrastructure adjustments becomes a seamless process, ensuring you stay on track with your budgetary goals. This way, you maintain full control over your cost management strategy while optimizing resource usage.

OpenCost is an open-source initiative that is vendor-neutral, designed to measure and allocate costs associated with cloud infrastructure and containers in real-time. Developed by experts in Kubernetes and backed by practitioners in the field, OpenCost brings transparency to the often opaque spending patterns associated with Kubernetes. It offers flexible and customizable options for cost allocation and monitoring of cloud resources, facilitating accurate showback, chargeback, and continuous reporting. The tool provides real-time cost allocation that can be examined down to individual containers, ensuring precise tracking of expenses. It effectively allocates costs for in-cluster resources, including CPU, GPU, memory, load balancers, and persistent volumes. Additionally, OpenCost features dynamic asset pricing by integrating with billing APIs from AWS, Azure, and GCP, while also accommodating on-premises Kubernetes clusters with tailored pricing solutions. Beyond the Kubernetes cluster, it can monitor expenses from cloud providers related to resources such as object storage and databases, as well as other managed services. Furthermore, it seamlessly integrates with other open-source tools, allowing for convenient exports of pricing data to platforms like Prometheus, enhancing its utility in cost management. This makes OpenCost a comprehensive solution for organizations seeking to maintain control over their cloud spending effectively.

Emma gives you the ability to select the most suitable cloud providers and environments, allowing for adaptation to evolving demands while maintaining simplicity and control. It streamlines cloud management by integrating services and automating essential tasks, thereby minimizing complexity. The platform also enhances cloud resource optimization automatically, guaranteeing full utilization and lowering overhead costs. By supporting open standards, it offers flexibility that liberates businesses from dependency on specific vendors. With real-time monitoring and optimization of data traffic, it effectively prevents unexpected cost spikes through efficient resource allocation. You can establish your cloud infrastructure across various providers and environments, whether on-premises, private, hybrid, or public. Management of your consolidated cloud environment is made easy through a single, user-friendly interface. Additionally, you can gain crucial visibility to enhance infrastructure performance and reduce expenditures. By reclaiming control over your entire cloud ecosystem, you can also ensure compliance with regulatory standards while fostering innovation and growth. This comprehensive approach empowers businesses to stay competitive in an ever-changing digital landscape.

Cloudchipr is an innovative platform for cloud optimization that equips teams with AI-driven agents capable of addressing inquiries, clarifying irregularities, generating reports, delegating tasks, and much more. It delivers instantaneous visibility and automation for active cloud resources, allowing users to monitor, manage, and forecast expenses across major cloud providers such as AWS, GCP, and Azure. With an array of features including customizable dashboards, a resource explorer, and real-time usage management, Cloudchipr facilitates a cohesive management experience for resources spanning multiple cloud environments. Additionally, it enables cost distribution based on adaptable rules via Dimensions and features no-code automation workflows to enhance operational efficiency. Users can seamlessly integrate various organizational tools to foster collaboration, monitor resource utilization commitments, and pinpoint potential savings opportunities through a centralized interface. Furthermore, Cloudchipr prioritizes enterprise-level security compliance while offering compatibility with platforms like Snowflake and Kubernetes, ensuring that organizations can effectively manage their cloud infrastructure without compromising security. Ultimately, this platform stands out by not only simplifying cloud management but also driving significant cost savings and operational effectiveness.

Densify offers a cutting-edge Cloud and Container Resource Management Platform that utilizes machine learning to enable cloud and container workloads to accurately assess their resource needs, fully automating the management of these resources. With Densify, CloudOps teams can ensure that applications consistently receive the optimal resources necessary while minimizing expenses. There’s no need for software installations, complicated implementations, or extensive training—just results. Recognized as a top-tier solution with a rating of “9.5/10, spectacular” by ZDnet, Densify underscores that effective optimization relies on highly precise analytics that stakeholders can trust and act upon. It fosters collaboration and transparency among Finance, Engineering, Operations, and application owners, promoting ongoing cost optimization efforts. Moreover, it seamlessly integrates with your existing ecosystem to support the processes and systems essential for confident optimization strategies, creating a comprehensive framework for resource management.

Are you taken aback by your monthly AWS charges? CloudForecast serves as a comprehensive AWS cost management and billing solution that empowers engineering teams to track and reduce unnecessary expenditures without diverting significant time and resources. Our straightforward and informative reports enable you to gain control over your AWS costs by addressing specific inquiries and prompting necessary actions. We assist your team in swiftly responding to cost discrepancies and identifying underused and idle resources that might otherwise remain unnoticed until the bill arrives. Our thoughtfully crafted email and Slack cost summaries can be grasped in under 30 seconds, allowing you to prioritize your technical tasks effectively. We eliminate unnecessary jargon in our features and AWS cost reports, providing clear insights into your daily, weekly, and monthly expenditures. Our reports are succinct and direct, aimed at helping engineering teams conserve both time and funds. There's no need for an overly complex dashboard or application to oversee AWS costs; simplicity is key to efficiency. By simplifying cost management, we help your team stay focused on innovation and development.

Onboarding has never been more straightforward, allowing completion in just a matter of minutes. By leveraging Pileus, you can establish tagging policies that enhance your visibility and control over your resource inventory. It identifies both underused and overused cloud resources, facilitating swift decisions that align with your business objectives. Pileus uncovers all your cloud assets and offers a unified dashboard for efficient inventory management. With ongoing monitoring and comprehensive visibility, you can significantly reduce your cloud expenses and eliminate unexpected costs. Benefit from the most relevant and impactful insights tailored to your financial needs, ensuring maximum savings. Pileus employs proprietary algorithms that allow users to delve deeply into Kubernetes, pinpointing under-utilization at the Node level. You will receive personalized recommendations specifically designed for your environment, complete with clear steps for implementation, helping you optimize your resource usage to achieve your business aims while minimizing monthly expenses. Additionally, the platform's intuitive interface makes it accessible for users at all skill levels, enhancing overall efficiency.

Each module can be used independently or together to create a powerful unified pipeline that spans CI, CD and Feature Flags. Every Harness module is powered by AI/ML. {Our algorithms verify deployments, identify test optimization opportunities, make cloud cost optimization recommendations, restore state on rollback, assist with complex deployment patterns, detect cloud cost anomalies, and trigger a bunch of other activities.|Our algorithms are responsible for verifying deployments, identifying test optimization opportunities, making cloud cost optimization recommendations and restoring state on rollback. They also assist with complex deployment patterns, detecting cloud cost anomalies, as well as triggering a variety of other activities.} It is not fun to sit and stare at dashboards and logs after a deployment. Let us do all the boring work. {Harness analyzes the logs, metrics, and traces from your observability solution and automatically determines the health of every deployment.|Harness analyzes logs, metrics, traces, and other data from your observability system and determines the health and condition of each deployment.} {When a bad deployment is detected, Harness can automatically rollback to the last good version.|Ha

DoiT is a global technology company that delivers a comprehensive cloud operations platform designed to optimize performance, scalability, and cost efficiency. Powered by proactive, industry-leading expertise, DoiT Cloud Intelligence is the only context-aware multicloud platform that turns insights into action. With deep specializations in Kubernetes, GenAI, CloudOps, and FinOps, we partner with AWS, Google Cloud, and Microsoft Azure to help over 4,000 businesses worldwide enhance cloud performance, reliability, and security. Whether managing complex multicloud environments or driving innovation, DoiT provides the intelligence and human expertise needed to maximize your cloud investment.

Discovering in-depth insights into your Kubernetes setup has never been easier, thanks to Sysdig Monitor's managed Prometheus service, which is fully compatible with Prometheus. This service allows you to access all pertinent Kubernetes information in a single location, enabling you to resolve errors in your Kubernetes environment up to ten times faster. With a managed Prometheus offering, scaling your monitoring capabilities is straightforward, featuring pre-built dashboards, alerts, and seamless integrations. Not only can you cut down on unnecessary expenses by an average of 40%, but you can also benefit from affordable custom metrics. Additionally, our service enhances your troubleshooting process by providing a prioritized listing of issues, detailed pod information, live logs, and actionable remediation steps, ultimately saving you valuable time. Leverage our scalable data storage, automatic service discovery, and streamlined integration deployment to maximize efficiency. You can maintain your existing PromQL and Grafana dashboards, with out-of-the-box options available and the flexibility to customize any dashboard to fit your specific needs. Furthermore, our alerts are highly adaptable, ensuring easy integration into your existing alert management system for improved operational performance.

Introducing Cloud Cost Pro, a premier solution for optimizing cloud expenditures and managing FinOps effectively. With Cloud Cost Pro, you obtain a comprehensive perspective of your multi-cloud landscape, enriched with practical insights, machine learning-driven suggestions, and automated processes to enhance your cloud operations. Propel improvements throughout your organization, refine your budgeting strategies, and uphold compliance with best practices for security and resilience. The tool automates the evaluation of best practices and responds to budget discrepancies and irregularities. Benefit from machine learning-enhanced cost predictions, anomaly identification, and tailored optimization guidance. Achieve thorough, detailed visibility into your cloud assets, ensuring that every dollar spent is justified. Effortlessly monitor multi-cloud expenses across various teams and departments, receiving nearly real-time insights to fine-tune cloud costs. With the capability for machine learning-driven anomaly detection, you can promptly deactivate any unapproved, expensive resources before costs escalate significantly. This proactive approach not only safeguards your budget but also fosters a culture of financial accountability within your organization.

Cloud Custodian empowers users to oversee their cloud assets through a system of filtering, tagging, and executing various actions. Utilizing a YAML domain-specific language, it allows for the creation of rules that help maintain a cloud infrastructure which is not only secure but also optimized for cost efficiency. By streamlining the process, it replaces complex cloud-specific scripts with more straightforward syntax, ensuring that policies are effectively applied across your infrastructure. The tool is compatible with major public cloud platforms such as AWS, Azure, and GCP, with additional support for Kubernetes, Tencent Cloud, and OpenStack currently in beta. It actively enforces security measures by seamlessly integrating with the control plane of cloud providers, enabling real-time remediation of issues. In addition, it features comprehensive metrics and reporting capabilities. Users can schedule resources to be turned off during non-peak hours to minimize expenses, while also identifying and removing unused assets by analyzing utilization metrics. Tagging capabilities allow for easy management of underused resources. Furthermore, Cloud Custodian can be executed in various environments, whether locally, on an instance, or in a serverless format through AWS Lambda, providing flexibility in deployment options. This versatility makes it a vital tool for efficient cloud resource management.

Gravity Cloud is an Internal Developer Platform which enables engineering teams run and manage cloud on a large scale. The IDP is a feature-rich IDP that provides complete control and visibility over Kubernetes and Databases. It also supports RBAC, CI/CD, CI/CD, and many other features. Gravity provides complete visibility of costs for any cloud-based action. IDP is a key part of the lifecycle of an engineering team. It increases productivity and reduces the total cost of ownership for non-core development work. Gravity's IDP is designed to maximize your software lifecycles.

Establish governance policies that effectively manage cloud-native environments while preserving agility and speed. Assign budgets to distinct teams or projects, monitor expenses, regulate resource utilization, and provide immediate notifications for budget exceedances. Oversee the entire asset life cycle, from initiation and ownership to modification and eventual termination. Gain insights into the intricate consumption patterns of resources and the associated costs for decentralized development teams, all while encouraging developers to deliver value with every deployment. It’s essential to ensure that microservices, containers, pods, and Kubernetes clusters operate with optimal resource efficiency, maintaining reliability, availability, and performance standards. Replex facilitates the right-sizing of Kubernetes nodes and cloud instances by leveraging both historical and real-time usage data, serving as a comprehensive repository for all critical performance metrics to enhance decision-making processes. This comprehensive approach ensures that teams can stay on top of their cloud expenses while still fostering innovation and efficiency.

Utilize AIOps to foresee problems, minimize the impact on users, and streamline resolution processes. Transition from a reactive approach in IT operations to one that leverages insights and automation for better efficiency. Detect unusual patterns and address potential issues proactively through collaborative automation workflows. Enhance digital operations with AIOps by focusing on proactive measures rather than merely responding to incidents. Eliminate the burden of chasing after false positives as you pinpoint anomalies with greater accuracy. Gather and scrutinize telemetry data to achieve improved visibility while minimizing unnecessary distractions. Identify the underlying causes of incidents and provide teams with actionable insights for better collaboration. Take preemptive steps to reduce outages by following guided recommendations, ensuring a more resilient infrastructure. Accelerate recovery efforts by swiftly implementing solutions derived from analytical insights. Streamline repetitive processes using pre-crafted playbooks and resources from your knowledge base. Foster a culture centered on performance across all teams involved. Equip DevOps and Site Reliability Engineers (SREs) with the necessary visibility into microservices to enhance observability and expedite responses to incidents. Expand your focus beyond just IT operations to effectively oversee the entire digital lifecycle and ensure seamless digital experiences. Ultimately, adopting AIOps empowers your organization to stay ahead of challenges and maintain operational excellence.

Ternary stands out as the first native FinOps tool designed specifically for optimizing cloud costs within Google Cloud. It empowers users to make informed financial choices, ensuring a culture of accountability, collaboration, and trust between finance and engineering departments. FinOps serves as a framework for overseeing the fluctuating expenses associated with cloud services, incorporating a blend of systems, best practices, and cultural shifts that maximize the value derived from every dollar allocated to the cloud. Ternary is equipped to assist organizations at any phase of their FinOps journey, developing tools that bridge the gap between finance and engineering through features rooted in FinOps principles. This innovative platform provides essential visibility and context, fostering collaboration between teams, while its workflows are designed to promote accountability. By enabling organizations to easily monitor, prioritize, and track cost optimizations to completion, Ternary enhances overall financial management efficiency across the board. As businesses increasingly rely on cloud solutions, Ternary’s role in facilitating effective financial practices becomes ever more critical.