J.P. Morgan: AI Accelerators
> Rapid Overall Market Expansion: Total annual AI accelerator unit shipments are projected to grow dramatically from 3.3 million units in 2023 to 23.3 million units by 2027E.> NVIDIA's Continued Dominance: NVIDIA GPUs lead the market significantly throughout the period, growing from 1.7 million units in 2023 to an estimated 9.9 million units in 2027E, though their share of total units shifts as competition scales.> Surge in Custom/Alternative Accelerators (ASIC/XPUs): Alternative hardware lines—including Google TPUs, AWS Trainium/Inferentia, Meta MTIA, and Microsoft MAIA—are scaling rapidly. By 2027E, custom ASICs/XPUs are projected to make up 53% of total unit shipments, surpassing traditional GPUs (47%).> Significant Short-Term Growth Spikes: The market saw triple-digit year-over-year growth in 2024 at 128%, with strong continued expansion expected through 2026E (62%) and 2027E (43%).$NVIDIA(NVDA.US) $Marvell Tech(MRVL.US) $Amazon(AMZN.US) $Alphabet(GOOGL.US) $Meta Platforms(META.US) $Microsoft(MSFT.US) $Broadcom(AVGO.US)




