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Opinion polls showed Democrat Zohran Mamdani holding a clear lead over independent Andrew Cuomo and Republican Curtis Sliwa.
Mamdani, who calls himself a democratic socialist, has drawn liberal voters with plans for free childcare, free bus transport and a rent freeze affecting roughly one million rent-regulated New Yorkers. If elected, he'll be the city's first Muslim mayor.
Polls opened at 6am (11:00 GMT) and will close at 9pm (02:00 GMT on Wednesday).