{"name":"Crypto exchange latency by AWS region","url":"https://arbitron.app/learn/crypto-exchange-server-locations","license":"CC BY 4.0","unit":"millisecond","methodology":"Each value is the round-trip latency of a REST fetch_ticker() call (ccxt), averaged over 10 serial iterations, from the named AWS region. Values include TLS negotiation and exchange-side API processing, so absolute numbers run higher than raw network RTT - the relative ordering across regions is the signal.","regions":[{"code":"us-east-1","location":"N. Virginia, USA"},{"code":"us-west-1","location":"N. California, USA"},{"code":"eu-central-1","location":"Frankfurt, Germany"},{"code":"eu-west-1","location":"Ireland"},{"code":"ap-east-1","location":"Hong Kong"},{"code":"ap-northeast-2","location":"Seoul, South Korea"},{"code":"ap-southeast-1","location":"Singapore"},{"code":"ap-northeast-1","location":"Tokyo, Japan"}],"exchanges":[{"name":"Upbit","slug":"upbit-server-location","bestRegion":"ap-northeast-2","bestMs":10,"measurements":[{"awsRegion":"us-east-1","location":"N. Virginia, USA","latencyMs":293},{"awsRegion":"us-west-1","location":"N. California, USA","latencyMs":204},{"awsRegion":"eu-central-1","location":"Frankfurt, Germany","latencyMs":360},{"awsRegion":"eu-west-1","location":"Ireland","latencyMs":352},{"awsRegion":"ap-east-1","location":"Hong Kong","latencyMs":60},{"awsRegion":"ap-northeast-2","location":"Seoul, South Korea","latencyMs":10},{"awsRegion":"ap-southeast-1","location":"Singapore","latencyMs":113},{"awsRegion":"ap-northeast-1","location":"Tokyo, Japan","latencyMs":58}]},{"name":"Deribit","slug":"deribit-server-location","bestRegion":"eu-west-1","bestMs":10,"measurements":[{"awsRegion":"us-east-1","location":"N. Virginia, USA","latencyMs":213},{"awsRegion":"us-west-1","location":"N. California, USA","latencyMs":238},{"awsRegion":"eu-central-1","location":"Frankfurt, Germany","latencyMs":28},{"awsRegion":"eu-west-1","location":"Ireland","latencyMs":10},{"awsRegion":"ap-east-1","location":"Hong Kong","latencyMs":337},{"awsRegion":"ap-northeast-2","location":"Seoul, South Korea","latencyMs":464},{"awsRegion":"ap-southeast-1","location":"Singapore","latencyMs":274},{"awsRegion":"ap-northeast-1","location":"Tokyo, Japan","latencyMs":373}]},{"name":"Bitvavo","slug":"bitvavo-server-location","bestRegion":"eu-central-1","bestMs":15,"measurements":[{"awsRegion":"us-east-1","location":"N. Virginia, USA","latencyMs":342},{"awsRegion":"us-west-1","location":"N. California, USA","latencyMs":540},{"awsRegion":"eu-central-1","location":"Frankfurt, Germany","latencyMs":15},{"awsRegion":"eu-west-1","location":"Ireland","latencyMs":72},{"awsRegion":"ap-east-1","location":"Hong Kong","latencyMs":873},{"awsRegion":"ap-northeast-2","location":"Seoul, South Korea","latencyMs":985},{"awsRegion":"ap-southeast-1","location":"Singapore","latencyMs":786},{"awsRegion":"ap-northeast-1","location":"Tokyo, Japan","latencyMs":996}]},{"name":"Bybit","slug":"bybit-server-location","bestRegion":"ap-southeast-1","bestMs":16,"measurements":[{"awsRegion":"us-east-1","location":"N. Virginia, USA","latencyMs":304},{"awsRegion":"us-west-1","location":"N. California, USA","latencyMs":223},{"awsRegion":"eu-central-1","location":"Frankfurt, Germany","latencyMs":188},{"awsRegion":"eu-west-1","location":"Ireland","latencyMs":201},{"awsRegion":"ap-east-1","location":"Hong Kong","latencyMs":54},{"awsRegion":"ap-northeast-2","location":"Seoul, South Korea","latencyMs":108},{"awsRegion":"ap-southeast-1","location":"Singapore","latencyMs":16},{"awsRegion":"ap-northeast-1","location":"Tokyo, Japan","latencyMs":91}]},{"name":"Gate.io","slug":"gate-io-server-location","bestRegion":"ap-northeast-1","bestMs":16,"measurements":[{"awsRegion":"us-east-1","location":"N. Virginia, USA","latencyMs":381},{"awsRegion":"us-west-1","location":"N. California, USA","latencyMs":175},{"awsRegion":"eu-central-1","location":"Frankfurt, Germany","latencyMs":377},{"awsRegion":"eu-west-1","location":"Ireland","latencyMs":325},{"awsRegion":"ap-east-1","location":"Hong Kong","latencyMs":96},{"awsRegion":"ap-northeast-2","location":"Seoul, South Korea","latencyMs":109},{"awsRegion":"ap-southeast-1","location":"Singapore","latencyMs":137},{"awsRegion":"ap-northeast-1","location":"Tokyo, Japan","latencyMs":16}]},{"name":"Kraken","slug":"kraken-server-location","bestRegion":"eu-central-1","bestMs":18,"measurements":[{"awsRegion":"us-east-1","location":"N. Virginia, USA","latencyMs":63},{"awsRegion":"us-west-1","location":"N. California, USA","latencyMs":34},{"awsRegion":"eu-central-1","location":"Frankfurt, Germany","latencyMs":18},{"awsRegion":"eu-west-1","location":"Ireland","latencyMs":51},{"awsRegion":"ap-east-1","location":"Hong Kong","latencyMs":21},{"awsRegion":"ap-northeast-2","location":"Seoul, South Korea","latencyMs":64},{"awsRegion":"ap-southeast-1","location":"Singapore","latencyMs":45},{"awsRegion":"ap-northeast-1","location":"Tokyo, Japan","latencyMs":36}]},{"name":"LBank","slug":"lbank-server-location","bestRegion":"ap-east-1","bestMs":18,"measurements":[{"awsRegion":"us-east-1","location":"N. Virginia, USA","latencyMs":360},{"awsRegion":"us-west-1","location":"N. 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California, USA","latencyMs":49},{"awsRegion":"eu-central-1","location":"Frankfurt, Germany","latencyMs":24},{"awsRegion":"eu-west-1","location":"Ireland","latencyMs":36},{"awsRegion":"ap-east-1","location":"Hong Kong","latencyMs":38},{"awsRegion":"ap-northeast-2","location":"Seoul, South Korea","latencyMs":73},{"awsRegion":"ap-southeast-1","location":"Singapore","latencyMs":19},{"awsRegion":"ap-northeast-1","location":"Tokyo, Japan","latencyMs":21}]},{"name":"KuCoin","slug":"kucoin-server-location","bestRegion":"ap-northeast-1","bestMs":19,"measurements":[{"awsRegion":"us-east-1","location":"N. Virginia, USA","latencyMs":317},{"awsRegion":"us-west-1","location":"N. 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