Buffalo’s mayoral race appears to have swung toward the write-in incumbent, but the count will take time.

Byron Brown, a Democrat and four-term mayor, lost to India Walton, a democratic socialist, in a June primary. There are far more write-in votes than votes for her, but determining which belong to Mr. Brown could take weeks.