Load balancing API Servers

Hi

We are looking at re-doing our website and were wondering about using load-balanced API servers.

To anyone who is already doing this 
   can you let us know what advantages you have seen in performance etc
   are there any pitfalls with setting this up
   if you are using virtualised servers, is the setup different?

Thank you

Mark