Skip to content
Blog

GPU Servers for AI Inference and Training

5 February 2026 | INGATE Team

The demand for GPU computing power for artificial intelligence is growing rapidly. Whether training custom models, fine-tuning foundation models, or running inference in production — powerful GPU servers have become a critical infrastructure component.

INGATE GPU Servers: Enterprise AI from Germany

Starting now, INGATE offers dedicated GPU servers with current NVIDIA hardware. All systems are located in our German data centers and are exclusively subject to European data protection law.

Available Configurations

NVIDIA H100 SXM5 (80 GB HBM3)

  • Optimized for large-scale model training and inference
  • Up to 8x H100 per server
  • NVLink 4.0 for GPU-to-GPU communication
  • Ideal for: LLM training, Diffusion Models, scientific computing

NVIDIA L40S (48 GB GDDR6)

  • Optimized for inference and fine-tuning
  • Up to 8x L40S per server
  • Excellent price-performance ratio for inference workloads
  • Ideal for: LLM inference, RAG pipelines, Computer Vision

Advantages Over Cloud GPU Instances

GPU instances at hyperscalers are notoriously expensive and often unavailable. INGATE offers:

  • Guaranteed Availability: No spot instance interruptions, no waiting lists
  • Predictable Costs: Fixed monthly prices instead of hourly billing
  • Full Control: Root access, custom software stacks, no restrictions
  • Data Sovereignty: Training with sensitive data in Germany, without the US Cloud Act

Typical Cost Savings

A comparison using an 8x H100 server as an example:

  • AWS p5.48xlarge: approximately 25,000 EUR per month (On-Demand)
  • INGATE GPU Server: significantly more affordable — contact us for an individual quote

With continuous use, a dedicated GPU server pays for itself compared to cloud instances within a few months.

Use Cases

  • Private LLM Inference: Run open-source models like Llama, Mistral, or DeepSeek on your own hardware
  • RAG Pipelines: Embedding generation and Retrieval-Augmented Generation with full data control
  • Model Fine-Tuning: Fine-tuning foundation models with your proprietary data
  • Computer Vision: Image analysis, object detection, and video processing in production

Getting Started

Contact our team at info@ingate.de for personalized advice on your GPU requirements. We will help you find the optimal configuration for your use case.

Technology Partners & Memberships

Dell PartnerDirect
Equinix
EMC Home of Data
Juniper Networks
LiveConfig
Microsoft Cloud Solution Provider
Microsoft SPLA Partner
RIPE NCC Member