Given how slow BTC transfers are now (can be 1+ day out of gdax), you would need to keep sizable amounts of BTC on each exchange and rebalance periodically.
While technically opportunities exist daily (compare the huge difference in prices this moment at https://coinmarketcap.com/currencies/bitcoin/#markets) but tough to execute due to BTC transfers or fiat transfers being high-friction.
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