Best Cloud Cost Management Software for GitLab

Whether you already have a platform team or are just at the beginning of your internal platform development, Cycloid is designed to complete your internal solution with high-quality building blocks focused on specific DevOps and hybrid cloud best practices. Self-service portal, cloud governance, RBAC, CI/CD pipelines, built-in FinOps, and GreenOps are all modules that you can pick and choose to complement your internal solution or begin your digital transformation. Like a piece of a puzzle, Git-based and lock-free Cycloid can fit into your organizational strategy and solve the burning issues at hand. We can be a pillar for your organizational transformation by empowering and upskilling your existing teams, as well as improving DevX, the developer experience. How? We offer an engineering platform dedicated to DevOps and hybrid cloud adoption, allowing you to optimize how DevOps and end-users use technologies and clouds while working in alignment on common projects.

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.

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.

Scalr's Terraform Automation & Collaboration Software is a remote state & operation backend for Terraform that integrates with OPA. It also supports full CLI support and integration with OPA.

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

BMC Helix Cloud Cost. Optimize cloud costs and manage your budget. BMC Helix Cloud Cost optimizes multicloud resource costs, eliminating waste and preventing budget overruns. Get insight into cloud spending in public and private clouds. Predictive analytics and automated alerts can help you avoid budget over-runs. Automated optimization recommendations and actions can eliminate wasted expenditure. Self-service views empower budget owners and other stakeholders. Continuous cost optimization is crucial with so many cloud buyers. Which cloud services were purchased? What cloud services have been purchased? You will overspend if you don't do regular analysis and optimization of cloud resource usage. Terminate unused and inactive resources. Over-provisioned resources should be resized. Power schedules should be established for candidate workloads. Reserved instances can be effectively used. Automate optimization actions

BMC AMI Ops Automation for Capping. Automate workload capping to reduce risk and maximize costs. BMC AMI Ops Automation for Capping (formerly Intelligent Capping for zEnterprise), uses automated intelligence to manage MSU capacity settings that are business-critical to minimize operational risk, optimize costs, meet digital demand, and avoid operational risk. Automated management of capping limits to prioritize workloads, and optimize mainframe license costs. This can consume between 30-50% of your IT budget. To optimize your monthly software costs, dynamically automate MSU settings for defined capacity to reduce them by 10% or more. Reduce business risk by automatically managing and simulating changes to capacity settings based upon workload profile. By allocating MSUs to the highest priority workloads, you can align capacity with business demand. Patented technology allows for capping adjustments to ensure that business-critical services remain unaffected.

The best cloud management software. Cloud rules, such as "deny creation public objects", can be applied once and will automatically apply to new accounts. You can also view all your policies on your org chart. Comprehensive Cloud Boundaries. Provision of self-service accounts View a detailed Org Chart. Receive alerts and cut down on spending when you reach your limit. Reduce your cloud bill by 30% Create spend plans that are consistent with your real-life plan across all your cloud providers. Our compliance checks can be used to automatically align with established standards such as NIST and CIS, or you can create your own. You can then fix issues automatically or as needed in the dashboard. Get financial control in the cloud by setting up auto-governed accounts and running compliance checks. We'll take your money if you're not impressed. We automate cloud account provisioning and drastically reduce setup time.

Kubernetes, cloud monitoring and managed Prometheus services. Sysdig Monitor makes it easy for you to find detailed information about Kubernetes environments. Bonus: We are fully compatible with Prometheus! You can view all Kubernetes details and troubleshoot Kubernetes issues up to 10x faster. Prometheus is now a managed service. You can scale quickly with integrated dashboards, alerts and integrations. Low-cost custom metrics can help you reduce wasted spending and save 40%. You can troubleshoot Kubernetes issues faster by creating a prioritized list, pod details, live logs, as well as remediation steps. Our managed Prometheus service cuts down on time Our scalable data store, automated service discovery and assisted integration deployment make it easy! Keep your Grafana and PromQL dashboards. You can easily customize any dashboard and dashboards are available right out of the box. Alerts can be easily configured and integrated into your alert management system.

Paradime, an AI-powered analytics tool, is designed to improve data operations through accelerated dbt pipelines. It also reduces data warehouse costs by more than 20% and boosts analytics ROI. Its smart IDE streamlines dbt, saving up to 83% in coding time. The CI/CD features accelerate pipeline delivery and reduce the need for platform engineers. Radar optimizes data operations and provides automatic cost savings. Paradime integrates seamlessly into various applications. It offers over 50 integrations that support comprehensive analytics workflows. It is enterprise-ready and provides secure, flexible, scalable, and scalable solutions to large-scale data operations. GDPR and CCPA-compliant, with the appropriate technical and organization measures in place to safeguard your information. Weekly vulnerability testing, and yearly penetration tests to ensure infrastructure systems remain up-to-date.