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The CPU Holds the Largest Share of Edge AI Processors, Not the GPU
MarketsandMarkets puts the edge AI hardware market at USD 26.14 billion in 2025, reaching USD 58.90 billion by 2030 at a 17.6% CAGR. Its processor finding runs against the prevailing assumption: CPUs, not GPUs or ASICs, hold the largest share, on the strength of versatility and fit across heterogeneous applications. For industrial hardware, that supports a quieter product logic — most edge inference runs on the processor already in the system.
Intel Core Series 2 Makes Determinism a Number — and Its Footnotes Make It a Thermal Design Problem
At Embedded World on March 9, Intel launched the Core processor Series 2 with P-cores and cited up to 4.4x lower maximum PCIe latency and up to 3.8x better deterministic performance against AMD's Ryzen 7 9700X. The disclaimers tie those figures to one processor at a fixed 65 W TDP — which makes sustained thermal design, not processor selection, the variable that decides whether a deployed box PC ever sees them.