Is DeepInfra or Traefik better?

Neither clearly leads. DeepInfra starts at $0.08/month and Traefik at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, DeepInfra or Traefik?

Traefik has a free tier; the other does not. Paid plans start at $0.08/month for DeepInfra and Free for Traefik.

Does DeepInfra or Traefik run on more platforms?

DeepInfra runs on web, api. Traefik runs on Kubernetes, Docker, Cloud.

Can I use Traefik for free?

Yes. Traefik has a free tier, so you can try it without paying. DeepInfra starts at $0.08/month.

What is DeepInfra best used for?

DeepInfra is most often used for running open-source llm inference without managing gpus, serving speech and image generation models via api, cost-sensitive production inference at scale, reserved gpu capacity via deepcluster for steady workloads. Of those, running open-source llm inference without managing gpus and serving speech and image generation models via api are not what Traefik is typically brought in for.

What can DeepInfra do that Traefik cannot?

DeepInfra covers Open model hosting, Pay-per-token pricing, Long context support, DeepCluster. Traefik covers API Gateway, Load Balancing, SSL/TLS Termination, Kubernetes.

Cloud · head to head

DeepInfra vs Traefik

DeepInfra

Cloud

Low-cost cloud API for running open-source AI models

From: $0.08/month
Rated: -

Full review Website

Traefik

Networking

Modern cloud-native edge router and API gateway

From: Free
Rated: -

Full review Website

The short version

Only Traefik has a free tier, so it costs nothing to try first.
Each has a real cost: DeepInfra focuses on inference hosting rather than fine-tuning or full training pipelines that competitors like Fireworks AI offer.; Traefik no transparent pricing displayed for Traefik Hub API Gateway or API Management products
They diverge on capability: DeepInfra covers Open model hosting, Traefik covers API Gateway.

Where they differ

Only the attributes on which DeepInfra and Traefik actually diverge.

Attributes where DeepInfra and Traefik differ
Attribute	DeepInfra	Traefik
Starting price	$0.08/month	Free
Pricing model	usage-based	freemium
Free tier	No	Yes
Platforms	web, api	Kubernetes, Docker, Cloud
Category	Cloud	Networking
Founded	Unknown	2015

Identical on both: 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 DeepInfra

Open model hosting
Pay-per-token pricing
Long context support
DeepCluster
Zero retention policy
Real-time metrics

Only in Traefik

API Gateway
Load Balancing
SSL/TLS Termination
Kubernetes
Docker
Consul
etcd
Linux support

What people use each for

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

DeepInfra

Running open-source LLM inference without managing GPUsnot Traefik
Serving speech and image generation models via APInot Traefik
Cost-sensitive production inference at scalenot Traefik
Reserved GPU capacity via DeepCluster for steady workloadsnot Traefik

Traefik

API gateway for microservices architecturenot DeepInfra
Kubernetes ingress controllernot DeepInfra
Container and VM traffic routingnot DeepInfra
Cloud-native application managementnot DeepInfra

Where each one falls short

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

DeepInfra

Focuses on inference hosting rather than fine-tuning or full training pipelines that competitors like Fireworks AI offer.
Model selection is limited to what DeepInfra chooses to host, unlike self-managed platforms.
No published free tier; usage is billed from the first token.

Traefik

No transparent pricing displayed for Traefik Hub API Gateway or API Management products
No subscription period specified for paid tiers
Traefik Hub products require contacting sales for pricing

Pricing, plan by plan

DeepInfra

$0.08/month

Pay-as-you-go$undefined/mo
- Per-model token pricing from $0.08 to $2.85 per million input tokens
- No long-term contract
DeepCluster$1.98/month
- Dedicated NVIDIA B300 GPU clusters at $1.98/GPU-hour

Traefik

Free

No published plan breakdown. See the Traefik review.

Which should you pick?

Choose DeepInfra if

You need open model hosting.
You work on web, api.
You also want pay-per-token pricing.

DeepInfra review

Choose Traefik if

You need api gateway.
You want to start without paying.
You work on Kubernetes, Docker, Cloud.
You also want load balancing.

Traefik review

Questions people ask

Is DeepInfra or Traefik better?: Neither clearly leads. DeepInfra starts at $0.08/month and Traefik at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, DeepInfra or Traefik?: Traefik has a free tier; the other does not. Paid plans start at $0.08/month for DeepInfra and Free for Traefik.
Does DeepInfra or Traefik run on more platforms?: DeepInfra runs on web, api. Traefik runs on Kubernetes, Docker, Cloud.
Can I use Traefik for free?: Yes. Traefik has a free tier, so you can try it without paying. DeepInfra starts at $0.08/month.
What is DeepInfra best used for?: DeepInfra is most often used for running open-source llm inference without managing gpus, serving speech and image generation models via api, cost-sensitive production inference at scale, reserved gpu capacity via deepcluster for steady workloads. Of those, running open-source llm inference without managing gpus and serving speech and image generation models via api are not what Traefik is typically brought in for.
What can DeepInfra do that Traefik cannot?: DeepInfra covers Open model hosting, Pay-per-token pricing, Long context support, DeepCluster. Traefik covers API Gateway, Load Balancing, SSL/TLS Termination, Kubernetes.

Answered from the vendors’ own pages

DeepInfra: Is there a free tier on DeepInfra?

No free tier is published; usage is billed pay-as-you-go from the first token, though a credit card or pre-payment is required before you can send requests.

Source

Traefik: Is Traefik Proxy free to use?

Yes, Traefik Proxy is completely free and open source. You can download and use it at no cost.

Source

DeepInfra: How is usage priced?

Language models are billed per million input/output tokens, other models by inference execution time, and audio models per minute of audio processed, with no minimum commitment.

Source

Traefik: What pricing model does Traefik use for its paid products?

Traefik Hub products (API Gateway and API Management) use quote-based pricing. Specific rates are not published on the pricing page; you must contact sales to request pricing.

Source

DeepInfra: What are the Standard, Priority, and Flex tiers?

Standard is default best-effort pricing at 1x, Priority costs 1.5x for faster time-to-first-token during peak demand, and Flex costs 0.8x for non-production or asynchronous workloads.

Source

DeepInfra: How does billing scale with spend?

Accounts advance through usage tiers as cumulative payments cross $20, $100, $500, $2,000, and $10,000 thresholds, with invoices generated monthly or at each threshold.

Source

DeepInfra: Is there a limit on concurrent requests?

Yes, accounts are limited to 200 concurrent requests by default, though spending limits can also be configured to prevent unexpected charges.

Source

DeepInfra vs Traefik

DeepInfra

Traefik

The short version

Where they differ

What each one covers

Only in DeepInfra

Only in Traefik

What people use each for

DeepInfra

Traefik

Where each one falls short

DeepInfra

Traefik

Pricing, plan by plan

DeepInfra

Traefik

Which should you pick?

Choose DeepInfra if

Choose Traefik if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on DeepInfra

More on Traefik

Keep looking

Other head to heads