Roscoe ranked #4374 among U.S. baby names in 2024. Since 1880, 22,107 babies have been named Roscoe, peaking in 1920 with 604 births. The 1920s were its biggest decade, with 4,508 births. Its popularity has held steady in recent years. It is predominantly a boys' name.