Memory price surge threatens on-device AI hardware: BOM tops $300, device may cost $1,500
stephen280up · reddit · 2026-09-30
A team building an on-device AI hardware product says its 16GB LPDDR5X + 128GB NAND configuration alone now costs over $300, with chips and displays rising across the board, potentially pushing retail price above $1,500. Customer testing shows people love the product but hate the price. The post asks other AI agent hardware builders for strategies to survive the memory/storage price surge, highlighting how RAM costs are squeezing edge AI hardware business models.
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