Hyperliquid is decentralized, but geography still matters, as a new study from Glassnode shows that traders closer to its infrastructure have a clear speed advantage.
Transactions from Tokyo-based users can reach the protocol’s validators in just 2 to 3 milliseconds. This is much better latency than European users, who experience delays exceeding 200 milliseconds.
Indeed, Hyperliquid’s 24 validators are grouped in Tokyo and deployed across several availability zones in the ap-northest-1 region of Amazon Web Services. The API layer goes through AWS CloudFront, but the validators are in a single Japanese cloud region.
This shows that while decentralized platforms like Hyperliquid preserve the core principles of open access, transparency, and lack of centralized oversight to eliminate control asymmetries, speed and execution asymmetries still exist. Thus, even if the market remains structurally fair and permissionless, traders closer to infrastructure may still have an advantage, highlighting an inherent tension between decentralization and equal participation in practice.
In a time-ordered system, geography determines queue priority. A trading desk in Tokyo can reach the corresponding layer hundreds of milliseconds before its competitors in Hong Kong, Singapore or the United States, ensuring a better position, tighter spreads and a higher probability of filling.
Hyperlatency’s fill-in-the-blank order metrics put the numbers on the sidelines. From AWS Tokyo, the median round trip to place and confirm an order is 884 milliseconds, including approximately 879 milliseconds for server-side processing and only 5 milliseconds for network transit.
From Ashburn, Virginia, the total is about 1,079 milliseconds. The advantage is about 200 milliseconds over a 1-second fill, a margin that grows on an exchange regularly handling more than $4 billion in daily perpetual volume.
This research is not without its critics, however. One person on
Tokyo’s role as a crypto infrastructure capital is not new. Centralized exchanges have clustered deployments around the city’s AWS region for years, attracted first by proximity to Asian trade flows and then by a regulatory framework built by Japan after the collapse of Mount Gox.
At Token2049 in Singapore last year, crypto executives described Tokyo as the center of gravity for Asia’s digital asset infrastructure.
“Japan had no regulations for a long time, remember, that’s where crypto emerged, and then it became very strict, and nothing happened for a long time,” Konstantin Richter, CEO of Blockdaemon, told CoinDesk at Token2049. “But people continued to step up, and they now have a regulatory infrastructure that is institutionally scalable and on the verge of being operational.”
Richter said his company’s clients in Japan are willing to pay for institutional-grade infrastructure.
Stephan Lutz, CEO of BitMEX, put it more directly. “We were in Ireland before… but it’s become increasingly difficult because virtually everyone except the US players are in the data centers in Tokyo,” he said.
The change increased liquidity by about 180% in BitMEX’s main contracts and as much as 400% in some altcoin markets, gains that Lutz attributes to reduced latency due to its presence in Tokyo, not the recruitment of market makers.
AWS Tokyo: Crypto Mahwah
Hyperliquid is not unique in this regard. Binance and KuCoin also operate significant infrastructure on AWS ap-northeast-1.
An AWS outage in April 2025 caused service degradation across multiple platforms, highlighting how much of crypto’s plumbing runs through a single cloud region and through Amazon itself (data shows that around 36% of all Ethereum nodes are powered by AWS).
In traditional finance, stock exchanges neutralize this type of geographic advantage by design.
NYSE uses optical backscatter reflectometry at its Mahwah data center to equalize cable lengths to the nanosecond.
Deutsche Börse standardizes cross-connections to within 2.5 nanoseconds. IEX routes each command through a 350 microsecond speed bump, 38 miles of coiled fiber, to eliminate the proximity advantage.
The European MiFID II standard requires clock synchronization to 100 microseconds and externally audited cable length equalization. These guarantees took decades to develop. Nothing equivalent exists in decentralized markets.
For now, crypto traders seem comfortable with this asymmetry. Hyperliquid has experienced sustained growth despite the centralized concentration of its infrastructures. But as processing times shrink and institutional capital flows into DeFi, the dynamic is clear: speed determines position, and position determines liquidity.
The latency arms race that reshaped Wall Street is coming to decentralized finance. It crosses Tokyo.
