Couldn't get better than this. Wenlong has pretty much detailed out to the gory details of understanding WCF scalability in these posts.
- WCF Request Throttling and Server Scalability
- Orcas SP1 Improvement: Asynchronous WCF HTTP Module/Handler for IIS7 for Better Server Scalability
The fact you realize is that one bottle neck is enough to kill your scalability.