Cloud · head to head
Cerebrium vs Hetzner Cloud

Cerebrium
Cloud
Serverless GPU infrastructure for real-time AI inference and applications
- From
- Free
- Rated
- -
The short version
- Each has a real cost: Cerebrium free Hobby tier limited to 3 apps and 5 GPU concurrency; Hetzner Cloud cost-Optimized plans are shown as currently unavailable
- They diverge on capability: Cerebrium covers Ultra-fast cold starts, Hetzner Cloud covers Cloud servers.
- Prices and features above were last checked on 30 August 2026.
Where they differ
Only the attributes on which Cerebrium and Hetzner Cloud actually diverge.
| Attribute | Cerebrium | Hetzner Cloud |
|---|---|---|
| Pricing model | Freemium with monthly plans and per-second compute charges | usage-based |
| Platforms | Cloud, Docker | Web, Api, Cli |
| Founded | Unknown | 1997 |
Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Cloud).
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 Cerebrium
- Ultra-fast cold starts
- Elastic scaling
- Bring your own code
- Multi-region failover
- WebSocket and streaming
- Asynchronous jobs
- CI/CD with gradual rollouts
- OpenTelemetry integration
Only in Hetzner Cloud
- Cloud servers
- Block storage
- Object storage
- Load balancers
- Networks
- Firewalls
- Floating IPs
- Backups
What people use each for
The jobs each tool is most often brought in to do.
Cerebrium
- Deploying voice agents and conversational AI applicationsnot Hetzner Cloud
- Video and image model serving with low latencynot Hetzner Cloud
- LLM inference and completion endpointsnot Hetzner Cloud
- Real-time embeddings and vector database operationsnot Hetzner Cloud
- Distributed model training with hyperparameter sweepsnot Hetzner Cloud
Hetzner Cloud
- Low-cost virtual servers for development and testingnot Cerebrium
- European hosting with data held in Germany or Finlandnot Cerebrium
- Workloads with heavy egress, where included traffic mattersnot Cerebrium
- Self-hosting applications away from the hyperscalersnot Cerebrium
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Cerebrium
- Free Hobby tier limited to 3 apps and 5 GPU concurrency
- Standard plan at $100/month required for production deployments
- Per-second compute pricing requires continuous cost monitoring
- Storage costs add up for large model files
Hetzner Cloud
- Cost-Optimized plans are shown as currently unavailable
- The shared-resource tiers are positioned for variable usage and development rather than sustained production workloads
- Regions are limited to Germany, Finland, the United States and Singapore, so latency to other markets is a real constraint
- The uptime guarantee is 99.9 percent, below what the large hyperscalers offer on comparable services
- Support is 24/7 by email, without a phone channel
Pricing, plan by plan
Cerebrium
Free- HobbyFree
- 3 user seats
- Up to 3 deployed apps
- 5 GPU concurrency
- Standard$100/month
- Unlimited seats and apps
- 30 GPU concurrency
- Custom domains
- Enterprise$undefined/custom
- Unlimited resources
- Volume discounts
- Dedicated support
- GPU Compute$undefined/per-second
- T4: $0.000164/s
- H100: $0.00167/s
Hetzner Cloud
Free- CX11$3.29/month
- 1 vCPU
- 1GB RAM
- 25GB SSD
- CX21$6.59/month
- 2 vCPU
- 4GB RAM
- 40GB SSD
Which should you pick?
Choose Cerebrium if
- You need ultra-fast cold starts.
- You want to start without paying.
- You work on Cloud, Docker.
- You also want elastic scaling.
Choose Hetzner Cloud if
- You need cloud servers.
- You want to start without paying.
- You work on Web, Api, Cli.
- You also want block storage.
Questions people ask
- Is Cerebrium or Hetzner Cloud better?
- Neither clearly leads. Cerebrium starts at Free and Hetzner Cloud at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Cerebrium or Hetzner Cloud?
- Cerebrium starts at Free and Hetzner Cloud at Free.
- Does Cerebrium or Hetzner Cloud run on more platforms?
- Cerebrium runs on Cloud, Docker. Hetzner Cloud runs on Web, Api, Cli.
- Can I use Cerebrium for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Cerebrium best used for?
- Cerebrium is most often used for deploying voice agents and conversational ai applications, video and image model serving with low latency, llm inference and completion endpoints, real-time embeddings and vector database operations. Of those, deploying voice agents and conversational ai applications and video and image model serving with low latency are not what Hetzner Cloud is typically brought in for.
- What can Cerebrium do that Hetzner Cloud cannot?
- Cerebrium covers Ultra-fast cold starts, Elastic scaling, Bring your own code, Multi-region failover. Hetzner Cloud covers Cloud servers, Block storage, Object storage, Load balancers.
Answered from the vendors’ own pages
Cerebrium: Is Cerebrium only for inference or can it train models?
Cerebrium supports both inference serving and model training with hyperparameter sweeps. It enables deployment of voice agents, LLMs, video models, and other AI applications.
SourceHetzner Cloud: What types of cloud plans does Hetzner Cloud offer?
Hetzner Cloud offers Shared Resource plans (Cost-Optimized and Regular Performance) for development and testing, and Dedicated Resource plans (General Purpose) for business applications. Plans are available with a price calculator on their website.
SourceCerebrium: How do the cold starts compare to other platforms?
Cerebrium achieves 2-4 second cold starts through memory and GPU snapshotting, significantly faster than traditional 30+ second cold boots. This is competitive with platforms like Beam Cloud.
SourceHetzner Cloud: What is included with Hetzner Cloud servers?
Every cloud server comes with free one-click apps like Docker, WordPress, Nextcloud, and GitLab. All servers include stateful firewalls at no additional cost, networking capabilities, APIs, and CLI tools.
SourceCerebrium: What compliance certifications does Cerebrium have?
Cerebrium maintains SOC 2 Type II compliance, HIPAA certification, GDPR compliance, and ISO certification. It provides gVisor container isolation and configurable data residency for regulated workloads.
SourceHetzner Cloud: Where are Hetzner Cloud servers located?
Hetzner Cloud servers are available in Germany, Finland, Singapore, and the USA, with data centers in Falkenstein, Nuremberg, Helsinki, Hillsboro (Oregon), Ashburn (Virginia), and Singapore.
SourceHetzner Cloud: What uptime guarantee does Hetzner Cloud provide?
Hetzner Cloud provides an SLA with 99.9% guaranteed uptime and clearly defined credits in case of malfunction. They also offer 24/7 support by email for business-critical workloads.
SourceRelated pages
More on Hetzner Cloud
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