The 33-year-old Gonzalez is hitting .259 with 17 home runs and 50 RBIs. He is tied for fifth in the American League with 43 extra-base hits.
Gonzalez began his career with Florida in 1998.
The 27-year-old Escobar is hitting .238 with no homers and 19 RBIs. Reyes, with Triple-A Gwinnett, has a 5-15 career record with Atlanta.