Control Plane vs Heroku

Control Plane is an enterprise platform that runs your containerized apps on managed clusters, on its own cloud accounts by default or across your accounts and on-prem, combining one cloud or several into one layer, without having to operate a cluster yourself, built-in CI/CD-ready deploys, managed databases, per-PR preview environments, scale-to-zero, automatic right-sizing, and platform-level compliance. Heroku is the classic single-vendor developer PaaS: you git push and it builds, runs, and manages your app on Heroku's own infrastructure. Both take the operational pain out of running apps, but they draw the line in different places: Heroku keeps everything on its own infrastructure, while Control Plane gives you control over where your app runs and the freedom to move it across clouds.

The core difference: a single-vendor PaaS vs an adaptable enterprise platform

Control Plane runs your standard containers on hardened, managed clusters. Those run on Control Plane's own cloud accounts by default or across your AWS, GCP, Azure, and on-prem accounts as one layer, with identity, networking, security, and scaling handled uniformly. It is built on Kubernetes but requires no Kubernetes expertise, so you never have to operate a cluster yourself, though you can run Managed Kubernetes (MK8s) or Bring Your Own Kubernetes (BYOK) when you want that control. You get the operational ease of a PaaS, plus control over where the workloads run, scale-to-zero, automatic right-sizing, managed databases, and platform-level compliance built in. Deploys go through git-driven builds and buildpacks, or the CLI, API, and infrastructure as code such as Terraform and Pulumi, which fits CI/CD pipelines and keeps workloads portable across clouds.

Heroku draws the line differently. You commit code and run git push heroku main, and the platform builds a slug, provisions dynos, wires up add-ons, and serves your app, all on Heroku's own single-vendor infrastructure. That model keeps every app on Heroku, with no say over where the workload runs or the ability to move it across clouds, and in February 2026 Heroku moved to what it calls a sustaining engineering model, focused on stability, security, and support rather than major new features.

Why teams are looking past Heroku in 2026

The first catalyst is roadmap. In February 2026 Heroku moved to a sustaining engineering model, focused on stability, security, and support rather than major new features, and teams planning years ahead weigh that carefully. Beyond the roadmap, several themes recur. Cost climbs at scale, and dyno-based scaling has a ceiling. Control over where workloads run and their data residency is limited, since on Heroku everything lives on Heroku's own infrastructure. And the single-vendor model constrains teams that want to run across more than one cloud, in their own accounts, or on-prem. As teams outgrow a single-vendor PaaS, a comparison like this goes on the table.

Which one should you pick?

Control Plane vs Heroku, side by side

Which fits your scenario

Control Plane fits: a growing team whose Heroku bill is climbing and that now needs to run across more than one cloud. You run the same standard containers across AWS, GCP, Azure, and on-prem in your own accounts under one identity and network model, without having to operate a cluster yourself, scale-to-zero, and automatic right-sizing to hold down cost. Heroku keeps every app on its single-vendor platform, so it cannot give you ownership, data residency, or multi-cloud reach. Universal Cloud Identity lets those workloads reach native services like S3, DynamoDB, and BigQuery with temporary session credentials instead of stored keys.

What Heroku is. Heroku is the classic single-vendor git-push PaaS: git push heroku main builds and runs your app on Heroku's own infrastructure, with an add-on marketplace for Postgres, Redis, and more. Control Plane delivers push-to-deploy from Git with buildpacks and per-PR preview environments too, and also lets you run in your own cloud accounts across multiple clouds and on-prem, add VMs, and pay by consumption, so you do not outgrow it as you scale.

Why teams consolidate on Control Plane. The moment a climbing bill, regulated data, VMs, or workloads spanning more than one cloud enter the picture, a single-vendor PaaS stops being enough. Control Plane matches the Heroku workflow, with git-driven builds, buildpacks, per-PR preview environments, and managed databases, and adds control over where workloads run, your own cloud accounts, full VMs, scale-to-zero, automatic right-sizing, and consumption pricing across every cloud and on-prem, so you run one platform instead of two.

Frequently asked questions

• Is Control Plane a Heroku replacement?

  For teams scaling past a single-vendor PaaS, often yes. Heroku hosts your app on its own platform with a git-push workflow. Control Plane is an enterprise platform that runs the same containerized apps on managed clusters, on its cloud accounts by default or in your own accounts across AWS, GCP, Azure, and on-prem, without having to operate a cluster yourself. Deploys use git-driven builds, or standard containers via CLI, Terraform, and API, which keeps them portable across clouds.

• Is Heroku still being developed in 2026?

  In February 2026 Heroku moved to what it calls a sustaining engineering model, focused on stability, security, and support rather than major new features. It continues to run existing apps, but teams planning long-term growth weigh that roadmap when deciding where to invest. Control Plane is under active development, with scale-to-zero, VMs, multi-cloud, and the ability to run in your own cloud accounts.

• Does Control Plane deploy from Git like Heroku?

  Yes. Control Plane supports git-driven builds with buildpacks and per-PR preview environments for push-to-deploy delivery, and also deploys prebuilt containers and VMs through the CLI, Terraform, Pulumi, API, and UI. You get the push-to-deploy workflow without being locked to one vendor's infrastructure, and workloads stay portable across clouds.

• What is the difference between Heroku and Control Plane?

  Heroku is a managed, single-vendor PaaS: you rent capacity on Heroku's own infrastructure and deploy with git push. Control Plane is a cloud virtualization platform. It runs your standard containers on hardened, managed clusters, on its own cloud accounts by default or in your own accounts or on-prem, one cloud or several, without having to operate a cluster yourself. Scale-to-zero, automatic right-sizing, identity, networking, and compliance are built in. Heroku hosts your app on its own infrastructure; Control Plane lets you control where the workload runs and move it across clouds.

• Can I move Heroku apps to Control Plane?

  Most Heroku apps are already twelve-factor and containerize cleanly. Once in a container they run on Control Plane's managed clusters, on its cloud accounts by default or in your own accounts, with scale-to-zero and automatic right-sizing. Add-ons like Postgres, Redis, Kafka, and Mongo have equivalents in the Control Plane Template Catalog. The main change is the deploy workflow: git push becomes a container build plus CLI, API, or IaC deploy.