Matisse is a distinctive girls' name in United States, ranking #8194 in 2005 with 14 recorded births. The name reached its all-time peak in 1999 with 17 births ranking #6103. Since 1996, the popularity has increased by 55.6%. In 2005, approximately 1 in every 131,978 girls born was named Matisse. STABLE Recent data shows the name is currently stable.