Tennessee is larger.
Difference: ~1,735 sq mi (~4,500 km²) — Tennessee is about 4.3% bigger.
Both are mid-size states; Tennessee's extra area comes from its greater east-west extent (Appalachians to Mississippi River) vs. Kentucky's more compact shape.