Broadcom and TSMC to emerge as big winners in the custom AI chip boom

Broadcom and TSMC to emerge as big winners in the custom AI chip boom

By Francisco Velasquez
Publication Date: 2026-02-02 13:03:00

The AI chip race isn’t just a one-horse sprint led by Nvidia (NVDA).

As hyperscalers like Google (GOOG, GOOGL), Meta (META), and Microsoft (MSFT) race to lower the eye-watering costs of running massive AI models, a second front is opening in the custom silicon wars, with Broadcom (AVGO) as its primary architect.

“Broadcom is projected to retain its leadership as the premier AI Server Compute ASIC design partner with a 60% market share in 2027,” according to a recent report from Counterpoint Research.

This dominance is underpinned by a symbiotic relationship with the world’s most advanced foundry, Taiwan Semiconductor Manufacturing Company (TSM), which remains the “dominant foundry choice … with close to 99% wafer fabrication share for the top 10 players’ AI Server Compute and ASIC shipments.”

This shift signals the industry is moving beyond Nvidia’s pricey, all-purpose GPUs. While Nvidia provides a powerful all-purpose AI tool, tech giants are increasingly…