Matisse is a distinctive girls' name in United States, ranking #10786 in 2002 with 9 recorded births. The name reached its all-time peak in 1999 with 17 births ranking #6103. In 2002, approximately 1 in every 199,647 girls born was named Matisse. STABLE Recent data shows the name is currently stable.