NVIDIA H200 GPUs Drive 60% Inference Cost Drop: What It Means for AI Economics

NVIDIA's H200 GPU with HBM3e memory is enabling 40-60% lower inference costs for large language models compared to H100, driven by 2x memory bandwidth improvements. Cloud providers are passing savings to customers: AWS Bedrock and Google Cloud have cut LLM inference prices by 30-50% since late 2024. Industry analysts forecast AI inference costs to continue falling 40-50% annually through 2027, fundamentally changing AI business model economics.