Broadcom (AVGO) and Advanced Micro Devices (AMD) are top semiconductor companies challenging Nvidia in the AI infrastructure sector. AMD’s niche in inference, with a focus on price-per-inference costs, sets it apart. Microsoft’s toolkit to convert CUDA software to AMD’s ROCm boosts its GPU use. Broadcom’s custom AI ASICs offer energy efficiency advantages over GPUs, with partnerships in place for massive deployment. Both companies trade at similar valuations, but Broadcom’s explosive growth potential in custom chips could give it an edge in 2026.

AMD leads in CPUs and GPUs, focusing on inference markets and partnerships with major tech players like Microsoft and OpenAI. Broadcom specializes in custom AI ASICs, working with big names like Alphabet and OpenAI, with reports of collaboration with Apple. Both companies have strong networking portfolios for data center operations, hinting at potential growth in the AI chip market. Broadcom’s custom chip business, with multi-year commitments and a large backlog, points to promising future performance.

Investors eyeing AMD and Broadcom should consider their growth prospects in 2026. While both companies trade at similar valuations, Broadcom’s custom chip business could give it an edge for outperformance. The market for custom AI chips is booming, with high upfront costs and multi-year commitments, positioning Broadcom for success in the coming years. The Motley Fool Stock Advisor team highlights 10 stocks with potential for significant returns, offering insights for investors seeking growth opportunities.

Read more at Yahoo Finance: Which AI Chip Stock Will Outperform in 2026?