PANews reported on March 30th that, according to CoinDesk, Glassnode research shows that Hyperliquid's validator cluster, located in the Tokyo region of Amazon Web Services, offers traders in the Tokyo area approximately 200 milliseconds faster order round-trip times compared to participants in Europe and the Americas, resulting in better queue positions and execution quality. Hyperliquid's 24 validators are all deployed in Tokyo, with the API layer routed through AWS CloudFront, but the validators are concentrated in a single cloud region in Japan. This gives traders closer to the infrastructure a significant advantage in the time-ordering system.

Research data shows that the median round-trip time from order placement to confirmation at the AWS Tokyo node is approximately 884 milliseconds, with only 5 milliseconds dedicated to network transmission and the remainder to server processing time; while from the Ashburn, Virginia node, it rises to approximately 1079 milliseconds. Unlike traditional financial markets that eliminate geographical advantages through measures such as equalizing cable lengths and speed bumps, decentralized markets lack similar safeguards. As institutional capital enters DeFi, a competitive landscape where speed determines transaction priority is emerging.