Cybersecurity · head to head
Authelia vs Kubeflow
Authelia
Cybersecurity
Open-source authentication and two-factor portal for reverse proxies
- From
- Free
- Rated
- -
The short version
- Each has a real cost: Authelia depends on a reverse proxy: it is not a standalone identity provider; Kubeflow complex installation and configuration requiring Kubernetes expertise, upgrade paths between versions need manual CRD migrations
- They diverge on capability: Authelia covers Reverse proxy integration, Kubeflow covers ML pipelines.
- Prices and features above were last checked on 30 August 2026.
Where they differ
Only the attributes on which Authelia and Kubeflow actually diverge.
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 Authelia
- Reverse proxy integration
- Two-factor authentication
- Access control rules
- Lightweight backends
Only in Kubeflow
- ML pipelines
- Training operators
- Model serving
- Jupyter notebooks
- Hyperparameter tuning
- Kubernetes
- TensorFlow
- PyTorch
What people use each for
The jobs each tool is most often brought in to do.
Authelia
- Putting a login and 2FA in front of self-hosted services that have nonenot Kubeflow
- Adding SSO across a small set of internal tools without a full identity platformnot Kubeflow
- Home and small-team infrastructure behind a single reverse proxynot Kubeflow
Kubeflow
- Machine learningnot Authelia
- Data analysisnot Authelia
- Model trainingnot Authelia
- Predictive analyticsnot Authelia
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Authelia
- Depends on a reverse proxy: it is not a standalone identity provider
- Configuration is YAML-first with no administrative interface, so changes mean editing files
- Not a full IAM: user management, provisioning and federation are limited compared with Keycloak
- Scales poorly as an organisation-wide identity solution, which is not its target
Kubeflow
- Complex installation and configuration requiring Kubernetes expertise, upgrade paths between versions need manual CRD migrations
- Resource-intensive infrastructure with minimal installs consuming significant CPU and memory
- Limited multi-tenancy support and multi-cloud setup leaves users largely on their own
- No native CI/CD integration, requiring custom glue code for versioning and automated deployments
- Debugging jobs and monitoring workloads often requires dropping down into raw Kubernetes commands
Pricing, plan by plan
Authelia
Free- AutheliaFree
- Full functionality
- No usage limits
- Community support
Kubeflow
FreeNo published plan breakdown. See the Kubeflow review.
Which should you pick?
Choose Authelia if
- You need reverse proxy integration.
- You want to start without paying.
- You work on Docker, Kubernetes, Linux, Self-hosted.
- You also want two-factor authentication.
Choose Kubeflow if
- You need ml pipelines.
- You want to start without paying.
- You work on Kubernetes.
- You also want training operators.
Questions people ask
- Is Authelia or Kubeflow better?
- Neither clearly leads. Authelia starts at Free and Kubeflow at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Authelia or Kubeflow?
- Authelia starts at Free and Kubeflow at Free.
- Does Authelia or Kubeflow run on more platforms?
- Authelia runs on Docker, Kubernetes, Linux, Self-hosted. Kubeflow runs on Kubernetes.
- Can I use Authelia for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Authelia best used for?
- Authelia is most often used for putting a login and 2fa in front of self-hosted services that have none, adding sso across a small set of internal tools without a full identity platform, home and small-team infrastructure behind a single reverse proxy. Of those, putting a login and 2fa in front of self-hosted services that have none and adding sso across a small set of internal tools without a full identity platform are not what Kubeflow is typically brought in for.
- What can Authelia do that Kubeflow cannot?
- Authelia covers Reverse proxy integration, Two-factor authentication, Access control rules, Lightweight backends. Kubeflow covers ML pipelines, Training operators, Model serving, Jupyter notebooks.
Answered from the vendors’ own pages
Authelia: Is Authelia free?
Yes, open source with no licence fee.
Kubeflow: Is Kubeflow free to use?
Yes, Kubeflow is free and open-source under Apache License 2.0. However, you pay for the underlying Kubernetes infrastructure, which typically costs $500 to $5,000 per month depending on scale and cloud provider.
SourceAuthelia: Does Authelia need a reverse proxy?
Yes. It integrates through forward authentication with Nginx, Traefik, Caddy or HAProxy rather than sitting in front of traffic itself.
Kubeflow: Do I need Kubernetes expertise to use Kubeflow?
Kubeflow requires significant Kubernetes and DevOps expertise. The installation deploys dozens of services and CRDs, often requiring manual configuration and troubleshooting. Data scientists typically need to convert scripts to containerized components.
SourceAuthelia: Authelia or Keycloak?
Authelia is far lighter and aimed at protecting self-hosted services behind a proxy. Keycloak is a full identity and access management platform, and much more to run.
Kubeflow: What platforms can Kubeflow run on?
Kubeflow runs on any Kubernetes-compliant cluster, including on-premise, AWS, Azure, Google Cloud, and hybrid environments. This multi-cloud portability is one of its key advantages over managed alternatives.
SourceKubeflow: How does Kubeflow compare to managed services like SageMaker?
Kubeflow offers multi-cloud portability and lower long-term costs but requires more operational overhead. SageMaker provides a fully managed experience with better UI and less infrastructure work, but creates vendor lock-in to AWS.
SourceRelated pages
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