Estimates were that 10,000 slaves escaped to freedom after they realized that Union forces were in Stafford. Later, Confederate newspapers said that 12,000 slaves had left their masters.  This greater number is probably more accurate, as Southerners considered slaves their property and were very much aware of their loss.