Though both cod liver oil and fish oil come from fish, they both are very different. Here are few differences: Fish oil is extracted from the flesh of tuna, cod and other deep sea oiling species of fishes. Cod Liver oilThough both cod liver oil and fish oil come from fish, they both are very different.