Hyperliquid is decentralized, but geography still matters, as new research from Glassnode shows that traders closest to its infrastructure have a clear advantage in speed.
Transactions from Tokyo-based users can reach the protocol’s validators in as little as 2 to 3 milliseconds. That’s much better latency than European users, who face delays exceeding 200 milliseconds.
This is because Hyperliquid’s 24 validators are clustered in Tokyo and deployed across multiple availability zones in the Amazon Web Services ap-northeast-1 region. The API layer is routed through AWS CloudFront, but the validators are located 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. So while the market remains structurally fair and permissionless, traders with greater proximity 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 the priority of the queue. A trading desk in Tokyo can reach the equalization 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 fulfillment.
Hyperlatency filling order measurements put numbers in the gap. From AWS Tokyo, the average round trip to place and confirm an order is 884 milliseconds, of which approximately 879 milliseconds are server-side processing and only 5 milliseconds are network transit.
From Ashburn, Virginia, the total increases to approximately 1,079 milliseconds. The lead is about 200 milliseconds into a one-second fill, a margin that accrues on an exchange that regularly handles more than $4 billion in daily perpetual volume.
This research, however, is not without criticism. One person at X pointed out that more complicated order instructions sent from the Tokyo region can reach a round trip latency time of 400 ms.
Tokyo’s role as a cryptocurrency infrastructure capital is not new. Centralized exchanges have clustered deployments around the city’s AWS region for years, attracted first by the proximity to the Asian trade flow and then by a regulatory framework that Japan built after the Mt. Gox collapse.
At Token2049 in Singapore last year, crypto executives described Tokyo as the center of gravity for digital asset infrastructure in Asia.
“Japan had no regulation for a long time, don’t forget, that’s where cryptocurrencies basically happened, and then they got super strict, and nothing happened for a long time,” Konstantin Richter, CEO of Blockdaemon, told CoinDesk during Token2049. “But people kept talking and now they have a regulatory infrastructure that is institutionally scalable and about to explode.”
Richter said his company’s clients in Japan are willing to pay for institutional-grade infrastructure.
BitMEX CEO Stephan Lutz put it more bluntly. “We were in Ireland before… but it became more and more difficult because basically everyone except the American players is in the data centers in Tokyo,” he said.
The change increased liquidity by about 180% in major BitMEX contracts and up to 400% in some altcoin markets, gains that Lutz attributed to reduced latency from being in Tokyo, not to recruiting market makers.
AWS Tokyo: Mahwah of cryptocurrencies
Hyperliquid is not alone in this regard. Binance and KuCoin also run significant infrastructure on AWS ap-northeast-1.
An AWS outage in April 2025 caused service degradation across multiple platforms, underscoring the number of crypto pipelines running through a single cloud region and through Amazon itself (data shows that about 36% of all Ethereum nodes are powered by AWS).
In traditional finance, exchanges intentionally neutralize this type of geographic advantage.
NYSE uses optical backscatter reflectometry at its Mahwah data center to match cable lengths to the nanosecond.
Deutsche Börse normalizes cross-connections to 2.5 nanoseconds. IEX routes each order through a 350-microsecond speed hurdle, 38 miles of coiled fiber, to eliminate the proximity advantage.
Europe’s MiFID II requires 100 microsecond clock synchronization and externally audited cable length equalization. Those safeguards took decades to develop. There is nothing equivalent in decentralized markets.
For now, cryptocurrency traders seem comfortable with that asymmetry. Hyperliquid has seen sustained growth despite its concentration of centralized infrastructure. But as processing times compress and institutional capital enters DeFi, the dynamics are clear: speed determines position and position determines liquidity.
The latent arms race that reshaped Wall Street is coming to decentralized finance. Go through Tokyo.
