Why does SP per hour generation begin to decrease when a player reached Level 11

For the catchup mechanic there is a calculation in place that takes the players level, aka Rank and compares it to the highest Rank on your world. The bigger the divide, the bigger your multiplier, simply said. That multiplier is capped at x3.

Here is the baseline of SP per level.