Hyperliquid may be built on decentralised rails, but research from Glassnode shows physical geography still shapes who trades fastest. The study finds users closest to the protocol’s validator infrastructure in Tokyo enjoy a clear execution edge, with order traffic reaching validators in as little as 2 to 3 milliseconds. By contrast, traders in Europe can face delays above 200 milliseconds, enough to materially change queue priority, spreads, and fill probability in a time-ordered market. The reason is infrastructure concentration. Hyperliquid’s 24 validators are clustered across multiple availability zones inside Amazon Web Services’ Tokyo region, ap-northeast-1, while the API layer routes through AWS CloudFront. That design preserves transparency and permissionless access, but it does not remove speed asymmetries.
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