ASIC shipments tripling GPU growth in 2026 – structural threat to NVDA dominance
Key Questions
What does TrendForce data show about ASIC vs GPU growth in 2026?
ASIC shipments are projected to grow at three times the rate of GPUs in 2026, offering 40-65% TCO advantages and driving hyperscaler budget shifts away from Nvidia GPUs.
How are companies like Midjourney using custom ASICs?
Midjourney achieved a 65% cost reduction by switching to custom chips, illustrating the inference-led regime shift and potential headwind to Nvidia's growth narrative.
What counterpoint exists to the ASIC threat narrative for Nvidia?
Analyst Baker argues ASIC competition is overblown, with GPUs expected to remain relevant for 10-15 years due to their longevity and Nvidia's continued revenue dominance.
TrendForce data shows ASIC shipments growing 3x GPU rate in 2026, with 40-65% TCO advantage. Midjourney reports 65% cost cut using custom chips. Confirms inference-led regime shift and hyperscaler budget diversion from NVDA GPUs. Nvidia still dominates revenue but this is a material headwind to growth narrative. Baker's bull case argues ASIC competition overblown, GPU longevity 10-15 years, providing a counterpoint.