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
SwissGPU provides H100 and A100 GPU cloud compute from Switzerland with strict Swiss privacy law compliance and GDPR data sovereignty, making it the premium on-demand GPU cloud for regulated industries and privacy-sensitive AI workloads. Swiss infrastructure and stable, privacy-first operations make it a trusted choice for financial services, healthcare, and legal sectors that need GPU compute within Swiss jurisdiction. A top option for Swiss and EU enterprises that require the highest level of data privacy for AI training and inference.
- Swiss data sovereignty
- Privacy-first
- EU compliance
- Stable 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.
SwissGPU — specialist provider
SwissGPU provides H100 and A100 GPU cloud compute from Switzerland with strict Swiss privacy law compliance and GDPR data sovereignty, making it the premium on-demand GPU cloud for regulated industries and privacy-sensitive AI workloads. Swiss infrastructure and stable, privacy-first operations make it a trusted choice for financial services, healthcare, and legal sectors that need GPU compute within Swiss jurisdiction. A top option for Swiss and EU enterprises that require the highest level of data privacy for AI training and inference.
Billing model comparison
Cerebrium uses a Per-second usage billing model with a minimum commitment of None. SwissGPU uses On-demand billing with a None minimum. Both providers offer flexible billing options — compare the live pricing table above to find the best rate for your specific GPU model and workload duration.
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. SwissGPU is best suited for: Privacy-sensitive AI, Swiss/EU enterprises, Regulated industries. Its key strengths are swiss data sovereignty, privacy-first, eu compliance. 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). SwissGPU offers Standard support across 1 region (CH). Cerebrium's broader region footprint gives it an advantage for latency-sensitive workloads or teams with data residency requirements in specific geographies.
Provider background: Cerebrium vs SwissGPU
Cerebrium was founded in 2022 and is headquartered in Cape Town, South Africa. SwissGPU was founded in 2022 and is headquartered in Zurich, Switzerland. Both providers were founded in the same year — evaluate them on current pricing, region coverage, and support tier rather than operational history. 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.