Matisse is a distinctive girls' name in United States, ranking #12317 in 2007 with 9 recorded births. The name reached its all-time peak in 1999 with 17 births ranking #6103. In 2007, approximately 1 in every 213,605 girls born was named Matisse. STABLE Recent data shows the name is currently stable.