Among the positive critics, Charles Paul Freund wrote that Jazz "is filled with rewards, many of them proffered unintentionally .. Burns's documentary gifts are not visionary, analytical, nor even properly historical.
Stu Vandermark's detailed review of Jazz contended that there were substantial factual errors in the documentary.