Buyer guidance

Local AI hardware guides

These guides explain decision inputs and limits. Exact model and configuration fit is always confirmed separately.

VRAM and model-size planning

How weights, quantization, context, runtime overhead, and system memory shape local-model fit.

Choose between an NVIDIA PC path and Apple Silicon by workload, software support, memory, and upgrade needs.