Most chips in an AI server cost less than $10 — and they are still mission-critical

SIA and Deloitte break the chips in an AI data center server into four price buckets. More than half — 52% — cost less than $10 each. A further 29% cost between $10 and $100. Only 3% of the chips cost more than $1,000, yet that small group drives the majority of the server's content value.

A concentrated value stack

The value concentration is extreme: the small group of chips priced above $1,000 — led by AI accelerators — accounts for most of the content value, while the vast majority of components by count sit at the low-cost end. The report describes this as a duality between a concentrated value stack at the leading edge and critical dependencies across the broader semiconductor spectrum.

Why the cheap end matters

The low-cost chips include analog semiconductors such as power management ICs, voltage regulators and clock generators that keep voltage stable, signals intact and temperatures under control in tightly packed racks with megawatt-level power densities. The category also includes compound semiconductors such as gallium nitride and silicon carbide power devices used in high-efficiency power conversion. Individually low in unit cost, these chips provide the resilience, efficiency and safety margins that allow the high-value logic and memory components to perform at scale.

Limitations

The pricing distribution is based on the report's analysis of a representative server configuration, not a census of shipped systems. The exact mix varies with the choice of accelerator and system design. We present the figures as the report's estimates, not as measured results for the whole market.