Matisse is a distinctive girls' name in United States, ranking #19454 in 2008 with 5 recorded births. The name reached its all-time peak in 1999 with 17 births ranking #6103. Since 1996, the popularity has decreased by 44.4%. In 2008, approximately 1 in every 378,144 girls born was named Matisse. STABLE Recent data shows the name is currently stable.