Plural is an AI infrastructure platform for platform and DevOps leaders and engineers.
Best Progressive Delivery Software in 2026
Releasing changes gradually calls for a close look at the controls available for rollout and traffic. Compare rollout strategies and traffic splitting with automated analysis and automatic rollback to understand the release capabilities listed for each option. Kubernetes support and deployment model add infrastructure context, while free-plan availability and paid-from pricing help you consider cost. Northflank,…
Northflank is a developer platform for building and operating applications made up of microservices, databases, background jobs, and scheduled tasks.
PipeCD is an open-source, GitOps-style continuous delivery platform for consistent deployment and operations across applications.
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OpsMx Intelligent Software Delivery Platform
OpsMx Intelligent Software Delivery Platform (ISD) is a Spinnaker-based continuous delivery platform for automating software delivery.
Free planWebAPISelf-hosted7.4From $25 a month - 5

HashiCorp Nomad
HashiCorp Nomad schedules and manages containers, binaries, and virtual machines across cloud, on-premises, and edge environments.
Free planWebAPILinuxmacOS7.3Free plan - 6

Octopus Deploy
Octopus Deploy is a continuous delivery platform for release orchestration, deployment automation, and runbook automation.
Free planWebAPILinuxSelf-hosted7.3From $4,330 a year - 7
Kargo
Kargo is an open-source continuous promotion orchestration layer for moving applications through deployment stages in Kubernetes environments.
WebAPILinuxmacOS7.2From $495 a month - 8

Qovery
Qovery describes itself as a Kubernetes control plane for people and AI agents, running on customers' own infrastructure.
WebAPILinuxmacOS7.1From $299 a month - 9
Argo Rollouts
Argo Rollouts is a Kubernetes controller and set of custom resource definitions for progressive delivery.
Free planLinuxmacOSSelf-hostedWindows6.9Free plan - 10

Devtron Release Orchestration
Devtron Release Orchestration is a Kubernetes-native control plane for application builds, deployments, security and governance across microservices and AI/ML workloads.
Free planWebAPISelf-hosted6.9From $499 a month - 11

Google Cloud Deploy
Google Cloud Deploy automates application delivery across a sequence of target environments, such as test, stage and production.
Free planWebAPI6.8From $5 a month - 12

KubeVela
KubeVela is an open-source software delivery platform for deploying and operating applications across hybrid and multi-cloud environments.
Free planWebLinuxmacOSSelf-hosted6.6Free plan - 13

AWS CodeDeploy
AWS CodeDeploy automates application deployments across development, test, and production environments.
Free planWebAPILinuxSelf-hosted6.5Free plan - 14

Akuity Platform
WebAPISelf-hosted6.4From $495 a month - 15

Cloudflare Workers KV
Cloudflare Workers KV is a cloud key-value storage service available through the Workers Binding API and REST API.
Free planWebLinux6.4From $5 a month - 16
Knative
Knative is open-source Kubernetes middleware for building, deploying, and managing serverless workloads.
Free planAPILinuxmacOSSelf-hosted6.4Free plan - 17

Weave GitOps
Free planWebLinuxmacOSSelf-hosted6.3Free plan - 18

Flagger
Flagger is a self-hosted Kubernetes operator that automates progressive delivery for applications running on Kubernetes.
Free planSelf-hosted6.2Free plan - 19

Spinnaker
Spinnaker is an open-source, multi-cloud continuous delivery platform for releasing software changes.
Free planWebAPISelf-hosted6.1Free plan - 20

Azure App Service
Free planWebLinuxWindows6.0Free plan - 21

Red Hat OpenShift Pipelines
Red Hat OpenShift Pipelines automates application delivery on Red Hat OpenShift using a cloud-native CI/CD approach built on Tekton.
WebAPILinuxSelf-hosted6.0 - 22

Harness Continuous Delivery
Harness Continuous Delivery is a web product for managing software deployments across Kubernetes, serverless systems, multi-cloud environments,…
Free planWeb5.9Free plan - 23

Google Cloud Run
Google Cloud Run is a fully managed platform for running code, functions, and containers on Google’s infrastructure.
WebAPILinux5.7 - 24
Kruise Rollouts
Kruise Rollouts is an open-source Kubernetes tool for progressive delivery.
APISelf-hosted5.7 - 25
Kanary
Kanary is an open-source tool for automating canary deployments on Kubernetes using a custom resource definition and controller.
Free planSelf-hosted5.6Free plan

