A bitrate estimation method includes: calculating a number of symbol bins of a received syntax element; deciding average bit amount corresponding to the number of symbol bins using a look-up table; and estimating a bitrate based on the number of symbol bins and the average bit amount. Bitrate estimation methods and corresponding devices have improved operation speed, accuracy and/or simplified computation.