HBM is becoming the dominant cost in frontier AI chips

Epoch estimates high-bandwidth memory rose from 52% to 63% of AI chip component spending between Q1 2024 and Q4 2025

For frontier AI chips, memory is the largest and fastest-growing component cost. High-bandwidth memory (HBM) has grown from 52% to 63% of total AI chip component spending between Q1 2024 and Q4 2025.
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