Cerebrium vs Atlantic.net: GPU Compute Price Comparison
Side-by-side comparison of GPU compute pricing, regions, billing models, and strengths for Cerebrium and Atlantic.net. Updated July 2026.
Provider Overview
Strengths & Best For
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 make it highly cost-efficient for bursty AI inference APIs and model deployment pipelines. A top choice for ML teams that want to ship production inference endpoints quickly with minimal DevOps overhead.
- Serverless deployment
- Fast cold starts
- Custom containers
- Simple pricing
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
Live GPU Pricing
Region Coverage
Popular Comparisons
Cerebrium — specialist provider
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 make it highly cost-efficient for bursty AI inference APIs and model deployment pipelines. A top choice for ML teams that want to ship production inference endpoints quickly with minimal DevOps overhead.
Atlantic.net — specialist provider
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.
Billing model comparison
Cerebrium uses a Per-second usage billing model with a minimum commitment of None. Atlantic.net uses On-demand, Reserved billing with a None (on-demand) minimum. Atlantic.net's no-commitment on-demand model is more flexible for short-term or experimental workloads, while Cerebrium's commitment requirement suits teams with predictable long-running jobs.
Which workloads each provider suits best
Cerebrium is best suited for: Real-time inference APIs, Model deployment, Serverless AI. Its key strengths are serverless deployment, fast cold starts, custom containers. Atlantic.net is best suited for: Healthcare AI workloads, Regulated industries, HIPAA-compliant inference. Its key strengths are hipaa compliance, soc 2 certified, us and eu regions. Both providers target similar workload profiles — the live pricing table above is the most reliable way to determine which offers better value for your specific GPU model and region requirements.
Support tiers and region coverage
Cerebrium offers Standard support across 2 regions (US, EU). Atlantic.net offers Standard → Enterprise support across 2 regions (US, EU). Both providers have comparable region coverage — choose based on which specific regions overlap with your user base or data residency requirements.
Provider background: Cerebrium vs Atlantic.net
Cerebrium was founded in 2022 and is headquartered in Cape Town, South Africa. Atlantic.net was founded in 1994 and is headquartered in Orlando, FL. Atlantic.net has 28 years more operational history than Cerebrium, which may matter for teams evaluating provider stability and long-term contract risk. Use the live pricing table above to compare current on-demand and spot rates for specific GPU models, and the region map to verify coverage in your target geography.