This study aims to determine volatile compounds and their grouping in mackerel fish pempek combined with wolf herring fish based on differences in concentration using the SPME-GC/MS method. Five treatments were tested with three repetitions. The parameters used were sensory analysis, including hedonic tests of aroma and taste, hedonic quality tests (aroma, taste, color and texture), and pair di…