the best one in my opinion is on the contrary but here are some examples
Expression Function
On the contrary Opposition (not x but y). Follows a negative statement and elaborates
On the other hand Comparison of two choices or two sides of an issue
Nevertheless, Nonetheless Shows contrast between expectation