Near-term signals include NVIDIA aiming for about $91 billion in Q2 revenue and Broadcom targeting $16 billion in AI semiconductor sales for Q3 as key markers for their theses.

NVIDIA’s strategy rests on broad market adoption of CUDA-enabled GPUs and its ecosystem, while Broadcom bets on hyperscalers embracing bespoke AI chips to lower pricing power.

The thesis is that NVIDIA bets on general-purpose accelerators via CUDA for rack-scale AI, whereas Broadcom expects hyperscalers to insource with tailor-made silicon to preserve pricing leverage.

Financials show NVIDIA at roughly 75% non-GAAP gross margin and Broadcom around 69% adjusted EBITDA margin, with VMware contributing diversification for Broadcom.

The takeaway is that NVIDIA remains the AI infrastructure benchmark, but Broadcom offers meaningful upside through its bespoke chip and software approach, especially if hyperscalers continue to internalize AI hardware.

NVIDIA reported an 85.23% year-over-year revenue jump to about $81.6 billion for Q1 FY2027, driven by Data Center and Networking, underscoring leadership in standardized AI chips and infrastructure.

In the quarter, Data Center revenue reached roughly $75.25 billion and Networking surged nearly 200%, highlighting CUDA-based rack-scale AI acceleration through InfiniBand, NVLink, and Spectrum-X.

Risks include NVIDIA’s $119 billion in supply commitments and the absence of China Data Center revenue; Broadcom faces VMware-related debt and customer concentration risk.

CEO Jensen Huang framed the AI factory buildout as the largest infrastructure expansion in history, with Q2 guidance at about $91 billion excluding China, and noted he sold about 445,723 shares in mid-June.

Projections for upcoming quarters point to NVIDIA approaching $91 billion in Q2 revenue and Broadcom pursuing roughly $16 billion in AI semiconductor sales for Q3.

Broadcom’s Q2 FY2026 revenue was $22.19 billion, up 47.9%, with AI semiconductors at $10.80 billion, up 143%; Broadcom projects AI semiconductor revenue to top $16 billion in Q3 year over year.

Broadcom’s growth relies on custom ASICs for hyperscalers and Ethernet AI switches, competing with NVIDIA’s InfiniBand, while VMware adds a $7.18 billion software cushion.