What weapons are you using? I'm using gatling guns from the Recon DLC and Vertical missiles or KE rockets. Gatling guns get "ineffective" alot of the time. The missiles/rockets seem like the only weapons I have that cut through more armored enemies.
It sucks that they offer co-op and slap you in the face with a penalty that severe.