The Emergence of a New AI Leader: What Lies Beyond Nvidia

Key Points

Nvidia (NASDAQ: NVDA) dominated the AI chip market during the initial phase focused on training large language models, leveraging its powerful GPUs and CUDA software platform. However, as the market shifts to inference and agentic AI workloads, Advanced Micro Devices (NASDAQ: AMD) is emerging as a strong competitor. AMD is expected to outperform Nvidia in the coming years, although it is unlikely to topple Nvidia’s leading position in AI model training.

The shift towards AI inference, which is projected to exceed the market for large language model training, is a key driver for AMD. Their chiplet design allows for more memory in GPUs, beneficial for inference workloads. AMD’s acquisition of memory optimization firm MEXT will also enhance its capabilities. Furthermore, the rise of agentic AI is expected to increase the demand for CPUs in data centers, where AMD has a strong foothold, positioning it to gain market share from rival Intel.