Voting has ended across the region's 10 borough council areas of Manchester, Bolton, Bury, Oldham, Rochdale, Salford, Stockport, Tameside, Trafford and Wigan.
The results are expected on Friday afternoon.
The mayor will lead the region's combined authority, working alongside existing council leaders.
Polling stations have closed in the election for Greater Manchester's first metropolitan mayor.