Muscle efficiency refers to the ability of muscles to convert chemical energy from nutrients into mechanical work with minimal energy loss. It is influenced by factors such as muscle fiber type, mitochondrial density, and neuromuscular coordination, playing a crucial role in athletic performance and metabolic health.