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Cloud · head to head

Cerebrium vs Vercel

Cerebrium logo

Cerebrium

Cloud

Serverless GPU infrastructure for real-time AI inference and applications

From
Free
Rated
-
Full reviewWebsite
Vercel logo

Vercel

Technology

Develop. Preview. Ship.

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Cerebrium free Hobby tier limited to 3 apps and 5 GPU concurrency; Vercel usage-based pricing can spike unexpectedly during traffic surges or DDoS attacks
  • They diverge on capability: Cerebrium covers Ultra-fast cold starts, Vercel covers Instant deployments.

Where they differ

Only the attributes on which Cerebrium and Vercel actually diverge.

Attributes where Cerebrium and Vercel differ
AttributeCerebriumVercel
Pricing modelFreemium with monthly plans and per-second compute chargesUnknown
PlatformsCloud, DockerWeb, CLI
CategoryCloudTechnology
FoundedUnknown2015

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 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 Vercel

  • Instant deployments
  • Preview deployments
  • Serverless functions
  • Edge network
  • Automatic HTTPS
  • Custom domains
  • Git integration
  • Real-time collaboration

What people use each for

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

Cerebrium

  • Deploying voice agents and conversational AI applicationsnot Vercel
  • Video and image model serving with low latencynot Vercel
  • LLM inference and completion endpointsnot Vercel
  • Real-time embeddings and vector database operationsnot Vercel
  • Distributed model training with hyperparameter sweepsnot Vercel

Vercel

  • Static sitesnot Cerebrium
  • JAMstack applicationsnot Cerebrium
  • Serverless APIsnot Cerebrium
  • E-commerce sitesnot Cerebrium
  • Documentation sitesnot 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

Vercel

  • Usage-based pricing can spike unexpectedly during traffic surges or DDoS attacks
  • No spending limit controls or automatic shutoff mechanisms
  • Bandwidth costs ($0.15/GB) quickly accumulate for high-traffic applications

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

Vercel

Free
  • HobbyFree
    • Non-commercial use only
    • 100GB bandwidth
    • Community support
  • Pro$20/user/month
    • Commercial use
    • 1TB bandwidth
    • $20 usage credit
  • Enterprise$undefined/custom
    • Custom infrastructure
    • Premium support
    • Compliance add-ons

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.
Cerebrium review

Choose Vercel if

  • You need instant deployments.
  • You want to start without paying.
  • You work on Web, CLI.
  • You also want preview deployments.
Vercel review

Questions people ask

Is Cerebrium or Vercel better?
Neither clearly leads. Cerebrium starts at Free and Vercel at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Cerebrium or Vercel?
Cerebrium starts at Free and Vercel at Free.
Does Cerebrium or Vercel run on more platforms?
Cerebrium runs on Cloud, Docker. Vercel runs on Web, 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 Vercel is typically brought in for.
What can Cerebrium do that Vercel cannot?
Cerebrium covers Ultra-fast cold starts, Elastic scaling, Bring your own code, Multi-region failover. Vercel covers Instant deployments, Preview deployments, Serverless functions, Edge network.

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.

Source
Vercel: What are Vercel's main pricing tiers?

Vercel offers a free Hobby plan (non-commercial), Pro at $20/user/month with $20 usage credit, and Enterprise with custom pricing. Additional compliance add-ons cost $150-$350/month.

Source
Cerebrium: 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.

Source
Vercel: How much do bandwidth overages cost on Vercel?

Bandwidth overages cost $0.15/GB after plan limits are exceeded. Hobby plan includes 100GB free bandwidth; Pro includes 1TB. Usage-based billing can cause unexpected bills.

Source
Cerebrium: 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.

Source
Vercel: Is Vercel free for Next.js projects?

Yes, Vercel offers a free Hobby plan for non-commercial Next.js projects with automatic deployments from git. Commercial projects require Pro plan or higher.

Source
Vercel: Can I set spending limits on Vercel?

No, Vercel does not offer hard spending caps or automatic shutoff. High traffic, DDoS attacks, or misconfigured functions can result in unexpectedly large bills.

Source
Vercel: What is included in the Pro plan?

Pro ($20/user/month) includes $20 usage credit, 1TB bandwidth, support for commercial projects, git integration, and preview deployments.

Source
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