Akamai

Billion-DAU App's Compute Crisis: Inference Costs Inverted, Cross-Cloud Architecture Cuts GPU Cluster by 75%

A cross-border AI fashion and shopping app with over 100 million daily active users was losing $1 per user due to high inference costs and low ARPU. Switching to Akamai's cloud with NVIDIA RTX PRO 6000 GPUs and FP4 quantization reduced costs dramatically, cutting GPU cluster size by 75%.

NVIDIA Akamai