aiexpert
Home / News / Brief
Chips · Aug 22, 2026, 05:03 PM · 4 sources

Marvell partners with Google on TPU ecosystem silicon; $12.2B warrant through 2033

Marvell Technology entered an expanded commercial agreement with Google on July 29 for custom semiconductors attached to Google's Tensor Processing Unit (TPU) ecosystem, securing a stock warrant worth up to $12.2 billion. The deal covers AI inference accelerators, storage controllers, network interface controllers, memory interface controllers, and near-memory compute solutions — a broader attachment surface than Marvell's previous GPU-only relationship with hyperscalers.

The warrant vests based on cumulative custom product revenue, with one tranche vesting for every $500 million in Google purchases across 240 tranches from Marvell's Q3 FY2027 through the end of FY2033. Marvell stock rallied ~10% on announcement; analysts at UBS raised their price target to $310 and Barclays estimated the deal could add $18.5 billion in annual revenue. Management's prior guidance projects custom AI chip revenue to double to over $4 billion in the coming year and exceed $10 billion by 2028.

For chip procurement strategists, this signals Google's deliberate pivot toward a multi-supplier TPU strategy, reducing concentration on Broadcom while diversifying into near-memory acceleration and infrastructure silicon — the bottlenecks that matter more than raw accelerator throughput as inference dominates model economics. Marvell's success here sets a template: the most valuable silicon partners are those solving the unglamorous plumbing around the headline accelerators.

Sources

Everything this brief rests on
  1. 01 Primary source cnbc.com
  2. 02 rcrtech.com rcrtech.com “Marvell and Google will co-design inference chips, storage and network controllers for TPU clusters, tied to a stock warrant worth up to $12.2 billion.”
  3. 03 trendforce.com trendforce.com “Marvell has struck a deal to help Google develop custom AI chips, including technologies tied to its TPU ecosystem, while giving Google an option to acquire a potential $12.2 billion stake in the chipmaker.”
  4. 04 futurumgroup.com futurumgroup.com “Marvell attaches across the Google TPU stack with custom silicon programs and a warrant vesting toward $120 billion in cumulative revenue.”