GPU Cloud for AI startups: what actually matters at scale

Availability, interconnect bandwidth and spot pricing — a practical framework for choosing GPU infrastructure.

This article is part of our engineering blog series where we share deep technical insights into the infrastructure powering 1EG HOST. Our platform team regularly publishes detailed write-ups on architecture decisions, performance optimizations, and lessons learned while operating hosting infrastructure at scale.

Whether you're a developer deploying applications, a system administrator managing servers, or a technical leader evaluating hosting providers, we hope these insights help you make informed decisions about your infrastructure.

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