The Pegasus was the name of the sailing ship which surveyed part of the South Island in 1809. The first mate of the brigPegasus, William Stewart, gave Pegasus Bay its name. The captain of the ship, Captain S. Chase, lays claim to correcting James Cook charts by determining that "Banks Island" was in fact a peninsula.