Best Container Orchestration Software for Cloud
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Compare the Top Container Orchestration Software for Cloud as of November 2025
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What is Container Orchestration Software for Cloud?
Container orchestration software is a platform that automates the deployment, management, scaling, and networking of containers in a distributed environment. These tools help manage the complexities of containerized applications by ensuring containers are running efficiently, scaled appropriately, and able to communicate with each other. The most popular container orchestration software uses tools like Kubernetes, Docker Swarm, or Apache Mesos, providing features such as load balancing, automated container provisioning, self-healing, and monitoring. These tools are essential for managing large-scale containerized applications and microservices, ensuring high availability, performance, and resilience. Compare and read user reviews of the best Container Orchestration software for Cloud currently available using the table below. This list is updated regularly.
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1
Google Cloud Platform
Google
Google Cloud Platform offers Google Kubernetes Engine (GKE), a fully managed service for container orchestration. GKE simplifies the management of Kubernetes clusters, automating tasks such as scaling, load balancing, and rolling updates. With the $300 in free credits for new customers, users can run, test, and deploy containerized applications on GCP to understand how container orchestration works, all while minimizing initial costs. The service also integrates seamlessly with GCP’s monitoring and logging tools, providing deep insights into the health and performance of applications. Additionally, GKE supports multi-cluster management, making it easy for organizations to deploy containerized applications across multiple regions. This orchestration service is ideal for businesses that want to scale their containerized applications globally without compromising reliability or security.Starting Price: Free ($300 in free credits) -
2
Kasm Workspaces
Kasm Technologies
Kasm Workspaces streams your workplace environment directly to your web browser…on any device and from any location. Kasm uses our high-performance streaming and secure isolation technology to provide web-native Desktop as a Service (DaaS), application streaming, and secure/private web browsing. Kasm is not just a service; it is a highly configurable platform with a robust developer API and devops-enabled workflows that can be customized for your use-case, at any scale. Workspaces can be deployed in the cloud (Public or Private), on-premise (Including Air-Gapped Networks or your Homelab), or in a hybrid configuration.Starting Price: $0 Free Community Edition -
3
Pliant
Pliant.io
Pliant’s solution for IT Process Automation simplifies, streamlines, and secures how teams build and deploy automation. Reduce human error, ensure compliance, and elevate your efficiency, with Pliant. Ingest existing automation and write new automation with single-pane orchestration. Ensure compliance using consistent, practical built-in governance. Pliant has abstracted thousands of vendor APIs to create intelligent action blocks allowing users to drag-and-drop blocks, rather than writing and rewriting lines of code. From a single platform, citizen developers are able to build consistent and meaningful automation across platforms, services, and applications in minutes — maximizing value across the entire technology stack in one place. With our ability to add new APIs in 15 business days, anything that is not already out of the box will be in an industry leading timeframe. -
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Appvia Wayfinder
Appvia
Appvia Wayfinder is a trusted infrastructure operations platform designed to increase developer velocity. It enables platform teams to operate at scale by providing self-service guardrails for standardisation. Supporting integration with AWS, Azure, and more, Wayfinder offers self-service provisioning of environments and cloud resources using a catalogue of manageable Terraform modules. Its built-in principles of isolation and least privilege ensure secure default configurations, while granting fine-grained control to platform teams over underlying CRDs. It offers centralized control and visibility over clusters, apps, and cloud resources across various clouds. Additionally, Wayfinder's cloud automation capability supports safe deployments and upgrades through the use of ephemeral clusters and namespaces. Choose Appvia Wayfinder for streamlined, secure, and efficient infrastructure management.Starting Price: $0.035 US per vcpu per hour -
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Ambassador
Ambassador Labs
Ambassador Edge Stack is a Kubernetes-native API Gateway that delivers the scalability, security, and simplicity for some of the world's largest Kubernetes installations. Edge Stack makes securing microservices easy with a comprehensive set of security functionality, including automatic TLS, authentication, rate limiting, WAF integration, and fine-grained access control. The API Gateway contains a modern Kubernetes ingress controller that supports a broad range of protocols including gRPC and gRPC-Web, supports TLS termination, and provides traffic management controls for resource availability. Why use Ambassador Edge Stack API Gateway? - Accelerate Scalability: Manage high traffic volumes and distribute incoming requests across multiple backend services, ensuring reliable application performance. - Enhanced Security: Protect your APIs from unauthorized access and malicious attacks with robust security features. - Improve Productivity & Developer Experience -
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Akamai Cloud
Akamai
Akamai Cloud (formerly Linode) is the world’s most distributed cloud computing platform, designed to help businesses deploy low-latency, high-performance applications anywhere. It delivers GPU acceleration, managed Kubernetes, object storage, and compute instances optimized for AI, media, and SaaS workloads. With flat, predictable pricing and low egress fees, Akamai Cloud offers a transparent and cost-effective alternative to traditional hyperscalers. Its global infrastructure ensures faster response times, improved reliability, and data sovereignty across key regions. Developers can scale securely using Akamai’s firewall, database, and networking solutions, all managed through an intuitive interface or API. Backed by enterprise-grade support and compliance, Akamai Cloud empowers organizations to innovate confidently at the edge. -
7
Stakkr
Python Software Foundation
Stakkr is a a docker recompose tool that uses docker compose to easily create / maintain a stack of services, for example for web development. Via a configuration file you can setup the required services and let stakkr link and start everything for you. It works only in CLI and it’s a good replacement to Vagrant. If you have heard of Docker, you know that when you need to build a full environment with multiple services that are linked, you either have to do everything manually or use docker-compose. The second solution is the best but it implies that you need, for each environment, to change your parameters, choose your images, learn the docker-compose command line tool, etc. In brief, it’s not very flexible and hard to learn. Stakkr will help you, via a very simple configuration file and a predefined list of services (that can be extended by plugins) to build a complete environment. Plus, to control it in command line. It makes use of docker easy. -
8
Telepresence
Ambassador Labs
Telepresence streamlines your local development process, enabling immediate feedback. You can launch your local environment on your laptop, equipped with your preferred tools, while Telepresence seamlessly connects them to the microservices and test databases they rely on. It simplifies and expedites collaborative development, debugging, and testing within Kubernetes environments by establishing a seamless connection between your local machine and shared remote Kubernetes clusters. Why Telepresence: Faster feedback loops: Spend less time building, containerizing, and deploying code. Get immediate feedback on code changes by running your service in the cloud from your local machine. Shift testing left: Create a remote-to-local debugging experience. Catch bugs pre-production without the configuration headache of remote debugging. Deliver better, faster user experience: Get new features and applications into the hands of users faster and more frequently.Starting Price: Free -
9
Bacula Enterprise
Bacula Systems
Bacula Enterprise delivers Physical, Virtual, Container and Hybrid Cloud Backup & Recovery software for the Modern Data Center - all from a single platform. Designed for medium and large organizations, Bacula Enterprise backup and recovery software brings unique innovation, modern architecture, business value benefits and low cost of ownership. Bacula Enterprise corporate data backup software solution uses exclusive technologies that increase the interoperability, power, flexibility and functionality of Bacula Enterprise into a wide range of IT environments such as enterprise data centers, managed service providers, software vendors or cloud providers. Thousands of organizations worldwide use Bacula Enterprise in mission-critical environments, including NASA, Texas A&M University, Unicredit, Swisscom, Sky, and many more. Bacula provides additional security features over other vendors and offers advanced, hybrid Cloud connectivity to Amazon, S3, Google, Oracle and many more. -
10
JFrog Pipelines
JFrog
JFrog Pipelines empowers software teams to ship updates faster by automating DevOps processes in a continuously streamlined and secure way across all their teams and tools. Encompassing continuous integration (CI), continuous delivery (CD), infrastructure and more, it automates everything from code to production. Pipelines is natively integrated with the JFrog Platform and is available with both cloud (software-as-a-service) and on-prem subscriptions. Scales horizontally, allowing you to have a centrally managed solution that supports thousands of users and pipelines in a high-availability (HA) environment. Pre-packaged declarative steps with no scripting required, making it easy to create complex pipelines, including cross-team “pipelines of pipelines.” Integrates with most DevOps tools. The steps in a single pipeline can run on multi-OS, multi-architecture nodes, reducing the need to have multiple CI/CD tools.Starting Price: $98/month -
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IONOS Compute Engine
IONOS
The IONOS Compute Engine is a flexible Infrastructure-as-a-Service (IaaS) platform that offers scalable cloud computing resources tailored to diverse business needs. Users can configure virtual data centers with precise allocations of CPU cores, RAM, and storage, adjusting resources dynamically—even during operation—to match workload demands. The platform provides two server types: cost-effective vCPU servers suitable for general workloads, and Dedicated Core servers that deliver consistent performance with dedicated physical cores, ideal for resource-intensive applications. With a user-friendly Data Center Designer interface, businesses can design and manage their cloud infrastructure efficiently. The Compute Engine's transparent, usage-based pricing ensures cost control, making it a compelling choice for organizations seeking customizable and reliable cloud solutions.Starting Price: $0.0071 per hour -
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harpoon
harpoon
harpoon is a drag-and-drop Kubernetes tool for deploying any software in seconds. Whether you're new to Kubernetes or are looking for the best way to learn, harpoon has all the features you need to be successful in deploying and configuring your software using the industry-leading container orchestrator, all with no code. Our visual Kubernetes interface enables anyone to deploy production-grade software with no code. Easily accomplish simple or complex enterprise-grade cloud deployments to deploy and configure software and autoscale Kubernetes without writing any code or configuration scripts. Instantly search for and find any piece of commercial or open source software on the planet and deploy it to the cloud with one click. Before running any applications or services, harpoon will run automated scripts that will secure your cloud provider account. Connect harpoon to your source code repository anywhere and set up an automated deployment pipeline.Starting Price: $50 per month -
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Northflank
Northflank
The self-service developer platform for your apps, databases, and jobs. Start with one workload, and scale to hundreds on compute or GPUs. Accelerate every step from push to production with highly configurable self-service workflows, pipelines, templates, and GitOps. Securely deploy preview, staging, and production environments with observability tooling, backups, restores, and rollbacks included. Northflank seamlessly integrates with your preferred tooling and can accommodate any tech stack. Whether you deploy on Northflank’s secure infrastructure or on your own cloud account, you get the same exceptional developer experience, and total control over your data residency, deployment regions, security, and cloud expenses. Northflank leverages Kubernetes as an operating system to give you the best of cloud-native, without the overhead. Deploy to Northflank’s cloud for maximum simplicity, or connect your GKE, EKS, AKS, or bare-metal to deliver a managed platform experience in minutes.Starting Price: $6 per month -
14
Aptible
Aptible
Aptible automatically implements the security controls you need to achieve regulatory compliance and pass customer audits. Out-of-the-box compliance. Aptible Deploy enables you to meet and maintain regulatory compliance and customer audit requirements automatically. Aptible provides everything you need to meet encryption requirements so your Databases, traffic, and certificates are secure. You get automatic backups of your data every 24 hours. You can trigger a manual backup at any time, and restore in a few clicks. Logs are generated and backed up for every deploy, config change, database tunnel, and console operation, and session. Aptible monitors the underlying EC2 instances in your stacks for potential intrusions, such as unauthorized SSH access, rootkits, file integrity issues, and privilege escalation. The Aptible Security Team responds on your behalf 24/7 to investigate and resolve issues as they arise. -
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Nebula Container Orchestrator
Nebula Container Orchestrator
Nebula container orchestrator aims to help devs and ops treat IoT devices just like distributed Dockerized apps. It aim is to act as Docker orchestrator for IoT devices as well as for distributed services such as CDN or edge computing that can span thousands (possibly even millions) of devices worldwide and it does it all while being open-source and completely free. Nebula is a open source project created for Docker orchestration and designed to manage massive clusters at scale, it achieves this by scaling each project component out as far as required. The project’s aim is to act as Docker orchestrator for IoT devices as well as for distributed services such as CDN or edge computing. Nebula is capable of simultaneously updating tens of thousands of IoT devices worldwide with a single API call in an effort to help devs and ops treat IoT devices just like distributed Dockerized apps. -
16
Marathon
D2iQ
Marathon is a production-grade container orchestration platform for Mesosphere’s Datacenter Operating System (DC/OS) and Apache Mesos. High Availability. Marathon runs as an active/passive cluster with leader election for 100% uptime. Multiple container runtimes. Marathon has first-class support for both Mesos containers (using cgroups) and Docker. Stateful apps. Marathon can bind persistent storage volumes to your application. You can run databases like MySQL and Postgres, and have storage accounted for by Mesos. Beautiful and powerful UI. Service Discovery & Load Balancing. Several methods available. Health Checks. Evaluate your application’s health using HTTP or TCP checks. Event Subscription. Supply an HTTP endpoint to receive notifications - for example to integrate with an external load balancer. Metrics. Query them at /metrics in JSON format, push them to systems like Graphite, StatsD and DataDog, or scrape them using Prometheus. -
17
Helios
Spotify
Helios is a Docker orchestration platform for deploying and managing containers across an entire fleet of servers. Helios provides a HTTP API as well as a command-line client to interact with servers running your containers. It also keeps a history of events in your cluster including information such as deploys, restarts and version changes. The binary release of Helios is built for Ubuntu 14.04.1 LTS, but Helios should be buildable on any platform with at least Java 8 and a recent Maven 3 available. Use helios-solo to launch a local environment with a Helios master and agent. Helios is pragmatic. We're not trying to solve everything today, but what we have, we try hard to ensure is rock-solid. So we don't have things like resource limits or dynamic scheduling yet. Today, for us, it has been more important to get the CI/CD use cases, and surrounding tooling solid first. That said, we eventually want to do dynamic scheduling, composite jobs, etc. -
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Ridge
Ridge
Ridge goes beyond the public cloud with a flexible cloud that’s anywhere you need to be. Through a single API, Ridge Distributed Cloud converts any underlying infrastructure — public or private — into a cloud-native platform. Businesses get a cloud customized for their specific throughput, locality, and commercial requirements. Ridge requires zero installation or CAPEX: it leverages existing servers and runs application workloads on any IaaS, virtualization, or bare-metal machines. Whether you need to deploy in a private data center, on-prem, edge micro-center, or even in a multi-facility hybrid environment, Ridge is a cloud which expands your footprint without limits. -
19
JFrog
JFrog
Fully automated DevOps platform for distributing trusted software releases from code to production. Onboard DevOps projects with users, resources and permissions for faster deployment frequency. Fearlessly update with proactive identification of open source vulnerabilities and license compliance violations. Achieve zero downtime across your DevOps pipeline with High Availability and active/active clustering for your enterprise. Control your DevOps environment with out-of-the-box native and ecosystem integrations. Enterprise ready with choice of on-prem, cloud, multi-cloud or hybrid deployments that scale as you grow. Ensure speed, reliability and security of IoT software updates and device management at scale. Create new DevOps projects in minutes and easily onboard team members, resources and storage quotas to get coding faster.Starting Price: $98 per month -
20
Centurion
New Relic
A deployment tool for Docker. Takes containers from a Docker registry and runs them on a fleet of hosts with the correct environment variables, host volume mappings, and port mappings. Supports rolling deployments out of the box, and makes it easy to ship applications to Docker servers. We're using it in our production infrastructure. Centurion works in a two part deployment process where the build process ships a container to the registry, and Centurion ships containers from the registry to the Docker fleet. Registry support is handled by the Docker command line tools directly so you can use anything they currently support via the normal registry mechanism. If you haven't been using a registry, you should read up on how to do that before trying to deploy anything with Centurion. This code is developed in the open with input from the community through issues and PRs. There is an active maintainer team within New Relic. -
21
PredictKube
PredictKube
Make your Kubernetes autoscaling proactivе. From reactive scaling to proactive, with PredictKube, you’ll be able to finish autoscaling before the load rise thanks to predictions made by our AI model. Our AI model can start working with the data for 2 weeks to provide you with reliable prediction and autoscaling. The predictive Keda scaler named PredictKube helps you to minimize time-wasting on manual setup of autoscaling and gives you an automated performance. We made our KEDA scaler out of the top-notch technologies available for Kubernetes and AI. Input the data for 1+ week and get proactive autoscaling up to 6 hours horizon based on AI prediction. The right time for scaling is selected by our trained AI model that analyzes your historical data and can utilize the data of custom and public business metrics that can affect the traffic load. We’ll support free access to API in general with all basic features available to provide autoscaling possibilities. -
22
Apache Hadoop YARN
Apache Software Foundation
The fundamental idea of YARN is to split up the functionalities of resource management and job scheduling/monitoring into separate daemons. The idea is to have a global ResourceManager (RM) and per-application ApplicationMaster (AM). An application is either a single job or a DAG of jobs. The ResourceManager and the NodeManager form the data-computation framework. The ResourceManager is the ultimate authority that arbitrates resources among all the applications in the system. The NodeManager is the per-machine framework agent who is responsible for containers, monitoring their resource usage (cpu, memory, disk, network) and reporting the same to the ResourceManager/Scheduler. The per-application ApplicationMaster is, in effect, a framework specific library and is tasked with negotiating resources from the ResourceManager and working with the NodeManager(s) to execute and monitor the tasks. -
23
Critical Stack
Capital One
Deploy applications quickly and confidently with Critical Stack, the open source container orchestration tool from Capital One. Critical Stack enforces the highest level of governance and security standards, enabling teams to efficiently scale containerized applications in the strictest environments. View your entire environment and deploy new services with a few simple clicks. Spend more time on development and decision making and less on maintenance. Dynamically adjust shared resources of your environment efficiently. Enforce container networking policies and controls that your teams can configure. Speed up development cycles and deployment of containerized applications. Guarantee containerized applications run according to your specifications. Deploy containerized applications confidently. Critical Stack enables application verification and powerful orchestration capabilities for your important workloads. -
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Canonical Juju
Canonical
Better operators for enterprise apps with a full application graph and declarative integration for both Kubernetes and legacy estate. Juju operator integration allows us to keep each operator as simple as possible, then compose them to create rich application graph topologies that support complex scenarios with a simple, consistent experience and much less YAML. The UNIX philosophy of ‘doing one thing well’ applies to large-scale operations code too, and the benefits of clarity and reuse are exactly the same. Small is beautiful. Juju allows you to adopt the operator pattern for your entire estate, including legacy apps. Model-driven operations dramatically reduce maintenance and operations costs for traditional workloads without re-platforming to K8s. Once charmed, legacy apps become multi-cloud ready, too. The Juju Operator Lifecycle Manager (OLM) uniquely supports both container and machine-based apps, with seamless integration between them. -
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Ondat
Ondat
Accelerate your development by using a storage layer that works natively with your Kubernetes environment. Focus on running your application, while we make sure you have the persistent volumes that give you the scale and stability you need. Reduce complexity and increase efficiency in your app modernization journey by truly integrating stateful storage into Kubernetes. Run your database or any persistent workload in a Kubernetes environment without having to worry about managing the storage layer. Ondat gives you the ability to deliver a consistent storage layer across any platform. We give you the persistent volumes to allow you to run your own databases without paying for expensive hosted options. Take back control of your data layer in Kubernetes. Kubernetes-native storage with dynamic provisioning that works as it should. Fully API-driven, tight integration with your containerized applications. -
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Conductor
Conductor
Conductor is a workflow orchestration engine that runs in the cloud. Conductor was built to help Netflix orchestrate microservices-based process flows with the following features. A distributed server ecosystem, which stores workflow state information efficiently. Allow creation of process/business flows in which each individual task can be implemented by the same/different microservices. A DAG (Directed Acyclic Graph) based workflow definition. Workflow definitions are decoupled from the service implementations. Provide visibility and traceability to these process flows. Simple interface to connect workers, which execute the tasks in workflows. Workers are language agnostic, allowing each microservice to be written in the language most suited for the service. Full operational control over workflows with the ability to pause, resume, restart, retry and terminate. Allow greater reuse of existing microservices providing an easier path for onboarding.
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