Matisse is a distinctive girls' name in United States, ranking #6378 in 1997 with 15 recorded births. The name reached its all-time peak in 1999 with 17 births ranking #6103. Since 1996, the popularity has increased by 66.7%. In 1997, approximately 1 in every 116,044 girls born was named Matisse. STABLE Recent data shows the name is currently stable.