Nina Antonovna Bocharova (Ukrainian: Ніна Антонівна Бочарова, September 24, 1924 – August 30, 2020) was a Soviet/Ukrainian gymnast, who won four medals at the 1952 Summer Olympics.

Bocharova competed for Budivelnyk, Kyiv (Stroitel, Kiev), debuting at the Nationals in 1948, where she placed fourth on the uneven bars and balance beam.

She won the all-around titles at the USSR Championships in 1949 and 1951, with Maria Gorokhovskaya being her main rival.

She also earned another silver medal in the team exercise with hand apparatus event.

At age 30 she competed in the 1954 World Artistic Gymnastics Championships, winning the gold medal in the team competition, and finished her career afterwards.