Match memory to the application
Check model or scene size, concurrent jobs, numerical formats and application memory overhead. Memory capacity and bandwidth are useful selection criteria; use measured application results to compare delivered performance.
Confirm the server edition and cooling
Specify the complete card part number, chosen cooling configuration, power limit and qualified chassis. The physical and thermal requirements of the RTX PRO Server Edition must not be inferred from a workstation card with a similar name.
Check software and licensing
Confirm the operating system, driver branch, application support and any virtualization or enterprise-software licences for the intended deployment. A GPU model name alone does not establish certification or bundled software entitlement.