Choosing inference GPUs: five questions before a quote
A GPU model name is a starting point for an inference proposal. Infrastela recommends asking five questions that connect the workload, the complete server and the site before comparing quotes.
Practical guidance for on-site AI decisions. Explore workload sizing, enterprise GPU systems, power, cooling and telecom-style shelters, with clear takeaways for planning your next deployment.
Sep 11, 2026
A GPU model name is a starting point for an inference proposal. Infrastela recommends asking five questions that connect the workload, the complete server and the site before comparing quotes.
Sep 11, 2026
An existing room and a dedicated shelter can both be candidates for on-site AI. Infrastela's recommendation is to compare the complete scope needed to make each option usable, including the interfaces outside the rack.
Sep 11, 2026
Before ordering an inference server or modular AI shelter, establish what the site can support. Infrastela recommends resolving five questions early, so the equipment proposal and the facilities plan describe the same deployment.