Best Progressive Delivery Software in 2026
Updated
In short: Kargo is ranked #1 of 24 as of 4 October 2026, ahead of Kruise Rollouts and Northflank. The best-ranked option with a free plan is Northflank. The lowest first paid tier on this page is Google Cloud Deploy at $5/mo.
For teams releasing changes gradually, the available rollout controls and deployment model can shape how progressive delivery fits into a stack. The ranking compares rollout strategies, traffic splitting, automated analysis and automatic rollback, alongside Kubernetes support. Free-plan availability and the listed starting price offer additional cost context. PipeCD and Kargo appear among the first entries, followed by ExtendedDaemonSet and Octopus Deploy; Northflank is also near the top. Compare the release controls you need with your infrastructure requirements, then consider the listed deployment and pricing details.
24 progressive delivery software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
| # | Platform | Score | Why | From | Free plan | Paid from | Traffic splitting | |
|---|---|---|---|---|---|---|---|---|
| 1 |  Kargo | 7.4 | RecognisedAPIDocumented | $495/mo | No | — | No | View |
| 2 |  Kruise Rollouts | 7.4 | RecognisedAPIDocumented | — | — | — | Yes | View |
| 3 | Northflank | 7.4 | RecognisedAPIDocumented | Free | Yes | 0 /mo | — | View |
| 4 | Devtron Release Orchestration | 7.3 | RecognisedAPIDocumented | $499/mo | Yes | 999 /mo | — | View |
| 5 |  ExtendedDaemonSet | 7.3 | RecognisedAPIDocumented | — | Yes | — | — | View |
| 6 | HashiCorp Nomad | 7.3 | RecognisedAPIDocumented | — | Yes | — | — | View |
| 7 | Octopus Deploy | 7.3 | RecognisedAPIDocumented | $64.17/mo | Yes | — | — | View |
| 8 | Google Cloud Deploy | 7.2 | RecognisedAPIDocumented | $5/mo | Yes | — | — | View |
| 9 | PipeCD | 7.2 | RecognisedAPIDocumented | Free | — | — | — | View |
| 10 | Google Cloud Run | 7.1 | RecognisedAPIDocumented | — | Yes | — | — | View |
| 11 |  Digital.ai TeamForge | 6.9 | RecognisedAPIDocumented | — | No | — | — | View |
| 12 | Qovery | 6.7 | RecognisedAPIDocumented | $299/mo | No | 2,999 /mo | — | View |
| 13 |  Argo Rollouts | 6.0 | RecognisedAPIDocumented | Free | — | — | — | View |
| 14 | KubeVela | 5.9 | RecognisedAPIDocumented | Free | — | — | Yes | View |
| 15 |  OpsMx Intelligent Software Delivery Platform | 5.9 | RecognisedAPIDocumented | $25/mo | Yes | — | — | View |
| 16 | Weave GitOps | 5.9 | RecognisedAPIDocumented | Free | Yes | — | Yes | View |
| 17 |  Kanary | 5.8 | RecognisedAPIDocumented | Free | — | — | — | View |
| 18 | Cloudflare Workers KV | 5.6 | RecognisedAPIDocumented | $5/mo | Yes | 5 /mo | — | View |
| 19 |  Plural | 4.9 | RecognisedAPIDocumented | — | No | 450 /mo | — | View |
| 20 | Akuity Platform | 4.8 | RecognisedAPIDocumented | — | No | 495 /mo | — | View |
| 21 | Flagger | 4.8 | RecognisedAPIDocumented | — | — | — | — | View |
| 22 | Spinnaker | 4.8 | RecognisedAPIDocumented | — | — | — | — | View |
| 23 | AWS CodeDeploy | 4.7 | RecognisedAPIDocumented | — | No | — | — | View |
| 24 |  Knative | 4.6 | RecognisedAPIDocumented | — | — | — | — | View |
Is your platform 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 Inferse?
Kargo is ranked #1 of 24 with a score of 7.4. Kruise Rollouts is second and Northflank third.
How many of these have a free plan?
10 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, open and connectable first: a public API, open-source code, the depth of its documentation and a free tier to try it on. Model lists are sorted by the figure in their title, exactly as each provider publishes it. Paid placements never change a rank.