outside of root, I agree with Javier P, GSAM will show you, not only in the "held awake" but also in the "other" graphs. The free version should be just fine for that.
Simply leave your phone for a while and later check the battery stat graph. If there is an almost flat section with very little battery usage in standby you should be good.