Yep, too much elevator.

You can try shifting the CG forwards, that usually allows you to deflect the elevator more before stall (by making the elevator less effective, so it's really counter productive here).

Check your lateral balance. If you have one wing heavier than the other, the plane will snap sooner than if the plane is balanced. The difference isn't usually huge though.