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Compact AI compute module in a rack enclosure
Infrastructure15 min read

Unified Memory on a Boat: What Strix Halo and DGX Spark Mean for Vessel AI

AMD Strix Halo and NVIDIA DGX Spark give you 128 GB of unified memory for under $4,000, in a box that fits on a shelf. The memory bandwidth is a tenth of an H100, but for the right vessel workloads that is a tradeoff worth making. Here is when to buy one, when to skip them, and what they actually unlock.

James Calder·April 10, 2026

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