Atlantic.net vs Cerebrium: Pricing, Specs, Strengths & Weaknesses
Side-by-side comparison of GPU compute pricing, regions, billing models, and strengths for Atlantic.net and Cerebrium. Rates sourced from public APIs — verify current availability and billing terms before purchasing.
Overview
Strengths & Best For
Atlantic.net is a US-based GPU cloud offering A100 and H100 instances with HIPAA, SOC 2, and HITECH compliance across US East, US West, and EU regions, making it one of the most compliance-ready on-demand GPU cloud options for healthcare and regulated industries. On-demand and reserved billing options are available, with long-standing infrastructure reliability dating back to 1994. A trusted choice for healthcare AI workloads, clinical data processing, and regulated industries that need HIPAA-compliant GPU compute.
- HIPAA compliance
- SOC 2 certified
- US and EU regions
- Long-standing infrastructure
- Small GPU catalog vs specialist AI clouds
- Less ML-focused than specialist providers
- Limited regions
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Cerebrium is a serverless ML infrastructure platform that deploys H100, A100, and T4 GPU workloads in seconds using custom containers, enabling real-time LLM inference and fine-tuned model serving without managing any infrastructure. Per-second billing and fast cold starts (typically under 5 seconds) make it highly cost-efficient for bursty AI inference APIs and model deployment pipelines. Supports any Python framework — PyTorch, TensorFlow, JAX, vLLM, TGI. Free tier available. A top choice for ML teams that want to ship production inference endpoints quickly with minimal DevOps overhead.
- Cold starts under 5 seconds — fast serverless GPU spin-up
- Custom containers — any Python framework supported
- Per-second billing with free tier
- H100 and A100 availability
- Supports vLLM, TGI, and custom inference servers
- Smaller provider — limited cluster scale
- Fewer regions than major cloud providers
- Not suitable for multi-node distributed training
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Key differences
Atlantic.net
HIPAA-compliant GPU cloud with US and EU regions
Cerebrium
Serverless ML deployment — H100, A100, T4 in seconds via custom containers