Deploy from source without managing app instance counts.
You can deploy from source with either tool. The question is what you want to manage afterward. Dokploy gives you a dashboard over Docker, Swarm replication, and Traefik routing. You configure replicas and a registry for multi-node apps; enterprise options add identity and audit controls.
Miren builds your code, stores the image in its built-in registry, and adjusts app instance counts with traffic. Add distributed runners and the scheduler places stateless workloads across them. Miren Cloud handles team authentication and access control.
Where Miren is today: Managed clusters are in early access. Distributed runners spread stateless workloads across nodes, but stateful workloads and the control plane still run on the coordinator; adding runners doesn't make the coordinator highly available. Miren Disks support local backup and restore, with remote cloud backup still on the roadmap.
| Feature | Dokploy | Miren |
|---|---|---|
| Where it runs | Your own servers — you run and maintain the Docker hosts | Your own infrastructure, or a Miren-managed cluster in early access through Miren Cloud |
| Deploys | Build from source with Nixpacks, Railpack, or buildpacks; Dockerfile and Compose are also supported | Push your code — Miren detects the language and builds it, no Dockerfile required |
| No Kubernetes | Yes — multi-node high availability via Docker Swarm | Yes — a runtime built for small teams, no Kubernetes to learn |
| Autoscaling | Manual scaling configuration | On by default, based on real traffic |
| Backups | Scheduled database and named-volume backups to S3-compatible storage | Local disk backup and restore today; remote cloud backup is on the roadmap |
| Automation and AI | MCP server, CLI, API, and AI-assisted analysis for logs and build failures | Agent skills and a predictable CLI for deploy, debugging, logs, and lifecycle operations |
| Team access | Built-in roles; Enterprise adds SSO/SAML, SCIM, custom roles, and audit logs | Auth and access control included, through Miren Cloud |
Dokploy will feel familiar if you already work with Docker. Its dashboard deploys from source using Nixpacks, Railpack, or buildpacks, and supports Dockerfiles and Compose too. Swarm handles multi-node replication, and Traefik routes requests. You get monitoring, S3-compatible database and volume backups, AI-assisted log and build-error analysis, MCP, and a CLI. Enterprise adds SSO, SCIM, custom roles, and audit logs. The community has grown to more than 37,000 GitHub stars, nearly 3,000 forks, and over 370 contributors.
You don't always need a Dockerfile, but you still operate Docker and Swarm. For multi-node apps, you set up a registry and choose replica counts. Backups need an external S3-compatible destination. SSO, SCIM, fine-grained roles, and audit logs belong to the commercial Enterprise edition, not the open-source self-hosted edition.
Both tools can build from source without a Dockerfile. With Miren, you don't need to set app instance counts or configure a separate registry: traffic-based autoscaling adjusts instances, and the built-in registry distributes images. The scheduler places stateless workloads across distributed runners. Miren Cloud handles team authentication and access control without a separate identity service to run.
Deploy to your servers and see how the workflow feels.