One factor that plays a part is scholarships in the NE-10. Not all schools offer athletic aid for baseball.
Depth is another factor. I believe one of the teams in the conference had a couple of horses that they rode to a spectacular season a few years ago, but have struggled the last couple of years. The "bottom dwellers" just might not have the depth that some other teams have, namely in the pitching department.