The Sequence Opinion #900: Beyond the GPU: Is Google the Only Full-Stack Rival to NVIDIA?

Comparing AI companies solely on chip specifications like FLOPS is incomplete; the entire industrial system, from silicon to cloud operations, is crucial. Google closely mirrors NVIDIA’s full-stack control, making it a strong strategic rival, though not a universal drop-in replacement. The use of “only” is challenged by the claims of AWS and AMD.

• Comparing AI companies by chip specs (FLOPS, memory) is incomplete.
• NVIDIA’s success is due to an industrial system that integrates silicon, interconnects, servers, compilers, frameworks, cloud operations, models, and applications.
• Google is the closest full-stack strategic rival to NVIDIA.
• Google is not a universal drop-in replacement for NVIDIA.
• AWS and AMD also make strong claims, making the word “only” problematic when describing NVIDIA’s rivals.
  https://bender.layer3.press/articles/df471522-44a7-47ec-be42-477ebf343630