High intensity sweeteners (HIS) were evaluated by descriptive analysis singly (acesulfame K, aspartame, sucralose, saccharin, cyclamate) and in selected blends to determine similarity to sucrose at 4%. Results showed that blends of sweeteners were more similar to sucrose than any individual sweetener, and ACK/APM and ACK/APM/SAC/CYC were not different from sucrose for attributes that describe differences among HIS. Most variation among sweeteners and blends was attributed to tastes other than sweetness (off-flavor, bitter, sweet aftertaste, bitter aftertaste). Combining two or more single sweeteners made a blend more similar to sucrose by decreasing side tastes and/or aftertastes associated with individual sweeteners.