Buyer rule
Start with the engineering workflow
Start with Ansys product, solver support, GPU accelerator requirements, VRAM needs, RAM target, scratch storage, license path, network speed, and backup power.

Ansys simulation GPU workstation
Simulation hardware is workload-specific. Some steps stay CPU and RAM limited, while supported solvers can use GPU acceleration. Build the cart around solver support, license path, VRAM, RAM, scratch storage, network transfer, cooling, and power.
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Buyer rule
Start with Ansys product, solver support, GPU accelerator requirements, VRAM needs, RAM target, scratch storage, license path, network speed, and backup power.
Risk
The common mistake is assuming every simulation becomes GPU-fast while the solver, license, RAM, scratch storage, driver, or precision requirement is the real limiter.
Amazon engineering lanes
Use these lanes after the software, solver, GPU support, memory, storage, network, and power path is specific. Amazon has the live listing details, seller terms, shipping, returns, and exact product specifications.
System lane for engineering analysis, local solve work, pre-processing, and visualization.
GPU lane for buyers comparing cards around VRAM, drivers, and supported compute paths.
Memory lane for larger models, meshes, pre-processing, post-processing, and multitasking.
Scratch lane for simulation files, temp folders, result sets, checkpoints, and exports.
Network lane for moving result folders, shared projects, and NAS-backed engineering data.
Power lane for protecting long local runs, attached storage, displays, and network gear.