Best Progressive Delivery Software in 2026

In short: Kargo is ranked #1 of 24 as of 4 October 2026, ahead of Octopus Deploy and Northflank. The best-ranked option with a free plan is Octopus Deploy. The lowest first paid tier on this page is Google Cloud Deploy at $5/mo.

Progressive delivery software is used to manage how software changes are rolled out. Compared on rollout strategies and traffic splitting, the entries also differ in automated analysis and automatic rollback. Kubernetes support and deployment model provide infrastructure details, while free-plan availability and paid-from pricing give cost information to review. Kargo, Octopus Deploy and Northflank are among the options to examine across these criteria. KubeVela, Devtron Release Orchestration, Weave GitOps, Argo Rollouts and OpsMx Intelligent Software Delivery Platform offer further comparison points. Focus on the release controls and deployment arrangements relevant to your work.

24 progressive delivery software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.

24ranked
13free plans on this page
$5/molowest paid tier
4 Oct 2026last checked
Input list Progressive Delivery Software 24 channels on this page · 57 of 192 spec lines stated by the makers
Ch Tool Free planPaid fromTraffic splittingAutomated analysisAutomatic rollbackRollout strategiesKubernetes supportDeployment model Spec sheet Score
01 Kargo Free planNoPaid fromnot statedTraffic splittingNoAutomated analysisYesAutomatic rollbackYesRollout strategiesnot statedKubernetes supportYesDeployment modelboth 6/8spec lines stated 7.6
02 Octopus Deploy Free planYesPaid fromnot statedTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesnot statedKubernetes supportnot statedDeployment modelnot stated 1/8spec lines stated 7.6
03 Northflank Free planYesPaid fromFreeTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiescanaryKubernetes supportnot statedDeployment modelnot stated 3/8spec lines stated 7.5
04 KubeVela Free plannot statedPaid fromnot statedTraffic splittingYesAutomated analysisnot statedAutomatic rollbackNoRollout strategiesmultipleKubernetes supportYesDeployment modelself hosted 5/8spec lines stated 7.4
05 Devtron Release Orchestration Free planYesPaid from$999/moTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesnot statedKubernetes supportnot statedDeployment modelnot stated 2/8spec lines stated 7.3
06 Weave GitOps Free planYesPaid fromnot statedTraffic splittingYesAutomated analysisYesAutomatic rollbackYesRollout strategiesmultipleKubernetes supportYesDeployment modelself hosted 7/8spec lines stated 7.3
07 Argo Rollouts Free plannot statedPaid fromnot statedTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesnot statedKubernetes supportnot statedDeployment modelnot stated 0/8spec lines stated 7.2
08 OpsMx Intelligent Software Delivery Platform Free planYesPaid fromnot statedTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesnot statedKubernetes supportnot statedDeployment modelnot stated 1/8spec lines stated 7.2
09 Qovery Free planNoPaid from$2,999/moTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesnot statedKubernetes supportnot statedDeployment modelnot stated 2/8spec lines stated 7.2
10 Knative Free plannot statedPaid fromnot statedTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesnot statedKubernetes supportnot statedDeployment modelnot stated 0/8spec lines stated 7.1
11 PipeCD Free plannot statedPaid fromnot statedTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesnot statedKubernetes supportnot statedDeployment modelnot stated 0/8spec lines stated 7.1
12 HashiCorp Nomad Free planYesPaid fromnot statedTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesnot statedKubernetes supportnot statedDeployment modelnot stated 1/8spec lines stated 7.0
13 Google Cloud Deploy Free planYesPaid fromnot statedTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesnot statedKubernetes supportnot statedDeployment modelnot stated 1/8spec lines stated 6.8
14 Digital.ai TeamForge Free planNoPaid fromnot statedTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesnot statedKubernetes supportnot statedDeployment modelnot stated 1/8spec lines stated 6.7
15 Google Cloud Run Free planYesPaid fromnot statedTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesnot statedKubernetes supportnot statedDeployment modelnot stated 1/8spec lines stated 6.7
16 Spinnaker Free plannot statedPaid fromnot statedTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesblue greenKubernetes supportnot statedDeployment modelnot stated 1/8spec lines stated 6.7
17 Cloudflare Workers KV Free planYesPaid from$5/moTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesnot statedKubernetes supportnot statedDeployment modelcloud 3/8spec lines stated 6.6
18 Kanary Free plannot statedPaid fromnot statedTraffic splittingnot statedAutomated analysisYesAutomatic rollbackYesRollout strategiescanaryKubernetes supportYesDeployment modelself hosted 5/8spec lines stated 6.6
19 Kruise Rollouts Free plannot statedPaid fromnot statedTraffic splittingYesAutomated analysisnot statedAutomatic rollbackNoRollout strategiesmultipleKubernetes supportYesDeployment modelself hosted 5/8spec lines stated 6.5
20 ExtendedDaemonSet Free planYesPaid fromnot statedTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiescanaryKubernetes supportYesDeployment modelself hosted 4/8spec lines stated 6.4
21 Plural Free planNoPaid from$450/moTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesnot statedKubernetes supportYesDeployment modelboth 4/8spec lines stated 6.1
22 Akuity Platform Free planNoPaid from$495/moTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesnot statedKubernetes supportnot statedDeployment modelnot stated 2/8spec lines stated 5.4
23 AWS CodeDeploy Free planNoPaid fromnot statedTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesblue greenKubernetes supportnot statedDeployment modelnot stated 2/8spec lines stated 5.2
24 Flagger Free plannot statedPaid fromnot statedTraffic splittingnot statedAutomated analysisnot statedAutomatic rollbacknot statedRollout strategiesnot statedKubernetes supportnot statedDeployment modelnot stated 0/8spec lines stated 5.0

Is your tool on this list?

Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.

Questions about this list

Which progressive delivery software is ranked first on Specifiction?

Kargo is ranked #1 of 24 with a score of 7.6. Octopus Deploy is second and Northflank third.

How many of these have a free plan?

13 of the 24 on this page publish a free plan on their own pricing pages.

Which is the cheapest paid option?

On this page, Google Cloud Deploy has the lowest first paid tier we found: $5/mo.

How is this list ranked?

Ranked on what each maker publishes, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing. Paid placements never change a rank.

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