Melvina is a distinctive girls' name in United States, ranking #7004 in 1996 with 13 recorded births. The name reached its all-time peak in 1996 with 13 births ranking #7004. In 1996, approximately 1 in every 134,843 girls born was named Melvina. RISING Recent data shows the name is currently rising.