Anstie is a surname. Notable people with the surname include:

Francis E. Anstie (1833–1874), British physician Max Anstie (born 1993), British motorsport competitor

See also Mary Anstie Overbury (c. 1851 – 1926), Australian artist Anstee Anstey (surname) Ansty (disambiguation)