Even when you have a lot of Chrome tabs open, you still mostly always see the favicon.
When it stop showing the favicons, that's when you really know you have too many tabs open.
It's a bit of a feature, really. The tabs are still completely usable, but not seeing the favicons was just annoying enough that it changed my behavior and would cause me to finally close a bunch of my open tabs.