Is Dokku or LangGraph better?

Neither clearly leads. Dokku starts at Free and LangGraph at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, Dokku or LangGraph?

Dokku starts at Free and LangGraph at Free.

Does Dokku or LangGraph run on more platforms?

Dokku runs on Linux, Docker, CLI, Self-hosted. LangGraph runs on Python, JavaScript, Web.

Can I use Dokku for free?

Both have a free tier, so you can try either at no cost before committing.

What is Dokku best used for?

Dokku is most often used for running a dozen side projects and client applications on one virtual private server with heroku style deployment, moving off a managed platform when the monthly bill has grown faster than the traffic has, a consultancy that wants buildpack deployments without teaching every client team kubernetes, keeping a legacy procfile application alive on hardware you control after a managed platform deprecates its stack. Of those, running a dozen side projects and client applications on one virtual private server with heroku style deployment and moving off a managed platform when the monthly bill has grown faster than the traffic has are not what LangGraph is typically brought in for.

What can Dokku do that LangGraph cannot?

Dokku covers Git push deploy, Heroku buildpacks, Datastore plugins, Automatic certificates. LangGraph covers Human-in-the-loop controls, Customizable workflows, Memory management, Token-by-token streaming.

Cloud · head to head

Dokku vs LangGraph

Dokku

Cloud

Single-server platform that accepts a git push and runs Heroku buildpacks on Docker

From: Free
Rated: -

Full review Website

LangGraph

Agent runtime and orchestration framework

From: Free
Rated: -

Full review Website

The short version

Each has a real cost: Dokku one maintainer accounts for nearly all human commit activity and the project records roughly 10,500 US dollars of annual income on Open Collective, which is not enough to fund a maintainer, so continuity rests on one person continuing to volunteer.; LangGraph steeper learning curve compared to high-level abstractions
They diverge on capability: Dokku covers Git push deploy, LangGraph covers Human-in-the-loop controls.
Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Dokku and LangGraph actually diverge.

Attributes where Dokku and LangGraph differ
Attribute	Dokku	LangGraph
Pricing model	Open source, no licence fee	Open source and free, with optional managed platform
Platforms	Linux, Docker, CLI, Self-hosted	Python, JavaScript, Web
Category	Cloud	AI

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Dokku

Git push deploy
Heroku buildpacks
Datastore plugins
Automatic certificates
Zero downtime deploys
Pluggable schedulers

Only in LangGraph

Human-in-the-loop controls
Customizable workflows
Memory management
Token-by-token streaming
Low-level control
Multi-agent support

What people use each for

The jobs each tool is most often brought in to do.

Dokku

Running a dozen side projects and client applications on one virtual private server with Heroku style deploymentnot LangGraph
Moving off a managed platform when the monthly bill has grown faster than the traffic hasnot LangGraph
A consultancy that wants buildpack deployments without teaching every client team Kubernetesnot LangGraph
Keeping a legacy Procfile application alive on hardware you control after a managed platform deprecates its stacknot LangGraph

LangGraph

Building production AI agents with auditable workflowsnot Dokku
Designing multi-agent systems for complex tasksnot Dokku
Implementing human oversight in autonomous systemsnot Dokku
Creating reliable agentic applications at scalenot Dokku

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Dokku

One maintainer accounts for nearly all human commit activity and the project records roughly 10,500 US dollars of annual income on Open Collective, which is not enough to fund a maintainer, so continuity rests on one person continuing to volunteer.
Dokku Pro asks 849 US dollars for a lifetime licence from a project with no disclosed legal entity behind the promise and no published refund terms, while the product is still described as in development at early bird pricing.
Dokku is single-server by design, and the k3s scheduler that provides multi-node support is missing log retrieval, process inspection and content-based health checks, with a post-run hook the documentation says does not consistently fire.
Supported operating systems are limited to Ubuntu 22.04 or 24.04 and Debian 11 or later, so organisations standardised on Red Hat, Rocky or Alma Linux cannot run it on their approved base image.
Backups are separate commands per datastore plugin that you schedule yourself, with no unified snapshot, no point-in-time recovery and no tested restore path, so verifying that a restore works is entirely your responsibility.

LangGraph

Steeper learning curve compared to high-level abstractions
Requires understanding of graph-based architecture
Debugging complex workflows can be challenging
Not optimized for simple, one-off use cases

Pricing, plan by plan

Dokku

Free

DokkuFree
- MIT licensed, no usage limits
- Command line and SSH only
- All datastore and certificate plugins
Dokku Pro$849/one-time
- Lifetime licence with free upgrades and no subscription
- Covers 1 production and 2 pre-production servers
- Web dashboard and JSON REST API

LangGraph

Free

Open SourceFree
- MIT-licensed framework
- Self-hosted deployment
- Full API access
LangGraph Platform$35/month
- Managed hosting
- Enterprise deployment
- Integrated tooling

Which should you pick?

Choose Dokku if

You need git push deploy.
You want to start without paying.
You work on Linux, Docker, CLI, Self-hosted.
You also want heroku buildpacks.

Dokku review

Choose LangGraph if

You need human-in-the-loop controls.
You want to start without paying.
You work on Python, JavaScript, Web.
You also want customizable workflows.

LangGraph review

Questions people ask

Is Dokku or LangGraph better?: Neither clearly leads. Dokku starts at Free and LangGraph at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dokku or LangGraph?: Dokku starts at Free and LangGraph at Free.
Does Dokku or LangGraph run on more platforms?: Dokku runs on Linux, Docker, CLI, Self-hosted. LangGraph runs on Python, JavaScript, Web.
Can I use Dokku for free?: Both have a free tier, so you can try either at no cost before committing.
What is Dokku best used for?: Dokku is most often used for running a dozen side projects and client applications on one virtual private server with heroku style deployment, moving off a managed platform when the monthly bill has grown faster than the traffic has, a consultancy that wants buildpack deployments without teaching every client team kubernetes, keeping a legacy procfile application alive on hardware you control after a managed platform deprecates its stack. Of those, running a dozen side projects and client applications on one virtual private server with heroku style deployment and moving off a managed platform when the monthly bill has grown faster than the traffic has are not what LangGraph is typically brought in for.
What can Dokku do that LangGraph cannot?: Dokku covers Git push deploy, Heroku buildpacks, Datastore plugins, Automatic certificates. LangGraph covers Human-in-the-loop controls, Customizable workflows, Memory management, Token-by-token streaming.

Answered from the vendors’ own pages

Dokku: Is Dokku still maintained?

Yes. Version 0.38.27 shipped in August 2026 with roughly six releases in the preceding two months. The caveat is that one maintainer writes nearly all of it.

LangGraph: Is LangGraph free to use?

Yes. The core LangGraph framework is MIT-licensed and completely free. You only pay if you use the optional managed LangGraph Platform for hosting.

Source

Dokku: What does Dokku Pro give me over the free edition?

A web dashboard, a JSON REST API, git push over HTTPS, browser log tailing, team management and email support from the maintainers. It costs 849 US dollars once for one production and two pre-production servers.

LangGraph: What programming languages does LangGraph support?

LangGraph provides first-class support for Python and JavaScript, enabling cross-platform agent development.

Source

Dokku: Can Dokku run across multiple servers?

Only through the k3s or Nomad schedulers. The k3s path is missing several commands and health check types, and the older Kubernetes scheduler is deprecated and no longer developed.

LangGraph: Can I deploy LangGraph in production?

Yes. LangGraph can be self-hosted on your own infrastructure or deployed through LangGraph Platform with enterprise support and SLA guarantees.

Source

Dokku: Will my Heroku application run on it unchanged?

Usually. Dokku runs the same buildpacks and reads a Procfile, so the application layer normally moves across. Add-ons, scaling behaviour and backups are the parts you have to rebuild.

Dokku vs LangGraph

Dokku

LangGraph

The short version

Where they differ

What each one covers

Only in Dokku

Only in LangGraph

What people use each for

Dokku

LangGraph

Where each one falls short

Dokku

LangGraph

Pricing, plan by plan

Dokku

LangGraph

Which should you pick?

Choose Dokku if

Choose LangGraph if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Dokku

More on LangGraph

Keep looking

Other head to heads