Overview
Strengths & Best For
Beam is a serverless GPU platform that lets developers deploy AI models and run H100, A100, and T4 compute jobs with automatic scaling and per-second pay-per-use billing — no infrastructure management required. A Python-native SDK (`beam deploy`) and fast cold starts make it easy to build and ship LLM inference APIs, batch ML pipelines, and AI model serving endpoints quickly. Beam handles container builds, GPU provisioning, and scaling automatically. Free tier available. A strong choice for Python-first teams that want serverless GPU infrastructure with predictable, usage-based pricing.
- Python-native SDK — `beam deploy` ships a GPU endpoint in minutes
- Auto-scaling with fast cold starts — no idle cost
- Per-second billing — pay only for actual compute time
- Free tier available for prototyping
- Handles container builds and GPU provisioning automatically
- Less control over underlying infrastructure vs raw VMs
- Smaller GPU catalog than dedicated cluster providers
- Not suitable for multi-node distributed training
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Hetzner is a German cloud provider renowned for exceptionally competitive pricing, offering GPU-Line dedicated servers with NVIDIA H100 NVL and RTX 4000 Ada. Cloud instances (shared and dedicated vCPUs) are available in Germany, Finland, Singapore, and the USA. Hetzner is ISO/IEC 27001 certified, BSI C5 certified, and 99.9% uptime SLA with 24/7 email support. GDPR-compliant with data centers in Germany and Finland. Known for strong price-performance in Europe — significantly cheaper egress than AWS, Azure, and GCP. Founded 1997, 25+ years of reliability.
- Among the lowest GPU prices in Europe
- ISO/IEC 27001 and BSI C5 certified
- GDPR-compliant — Germany and Finland data centers
- Significantly cheaper egress than AWS/Azure/GCP
- 99.9% uptime SLA with 24/7 email support
- Germany, Finland, Singapore, USA locations
- Limited GPU SKU selection vs specialist providers
- No managed ML tooling or MLOps integrations
- Smaller GPU cluster sizes — not suited for very large training runs
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Key differences
Beam
Serverless GPU infrastructure — Python-native, auto-scaling, per-second billing
Hetzner
Dedicated GPU servers (GPU-Line) — H100 NVL and RTX 4000 Ada — Germany, Finland, Singapore, USA