I believe we've used canola. Especially if it had been on sale. We've also used peanut and soybean. The horses' favorite so far has been soybean.
We have 4 arabians. One of the geldings is a very hard keeper. Aside from vegetable oil, he gets beet pulp, soy meal, grains and supplements. When there are mares around, he assign himself the herd stallion role. His vigil causes him to tense up and burn calories while standing guard. Now that we've release all the mares, he's beginning to gain and hold.