Groq

By eliminating traditional memory bottlenecks, the LPU architecture achieves 99% utilization, slashing energy costs per query by 55% compared to the typical rival GPU cluster. With deployment costs dropping below $0.002 per 1,000 tokens, Groq democratizes high-speed AI for startups and enterprises alike, proving that Nvidia’s dominance is far from unassailable.