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AI GPU Workstations: NVIDIA DGX Spark/Station & Mac Studio M5

Grace Blackwell DGX Spark, Blackwell Ultra DGX Station, and Apple Mac Studio M5 — sized without invented SKUs

Balinder WaliaSeptember 19, 20261 min read

Choosing AI hardware in 2026 means matching NVIDIA DGX Spark, DGX Station, and Mac Studio M5 to real workloads — not chasing hype SKUs.

AI GPU workstations cover

Workstation’s products hub now lists hardware as a first-class section. Here is the short version; the long technical brief is linked below.

  • DGX Spark — Grace Blackwell GB10 desk-side AI with ~128 GB unified memory class and NVIDIA’s AI software stack for local agents.
  • DGX Station — Blackwell Ultra / GB300-class personal supercomputer for heavier lab and team inference.
  • Mac Studio (M5 Max / M5 Ultra) — quiet Apple Silicon labs for MLX / Ollama, with optional NVIDIA overflow.
  • Partner GPU racks — Boston Limited enterprise systems when you need multi-node capacity.

We do not invent prices. Configurations are sized in discovery against your model size, concurrency, and residency rules.

Read the full AI GPU workstations guide · Products → Hardware