Agunbiade is a Nigerian surname. Notable people with the surname include:
Abiodun Agunbiade (born 1983), Nigerian football player Babajide Agunbiade (born 1972), Nigerian engineer, businessman, and philanthropist Nathaniel Ige Agunbiade (), Nigerian politician Tajudeen Agunbiade (born 1975), Nigerian para table tennis player