Caribou and venison are two very different types of meat. Caribou is the meat of a reindeer, while venison is the meat of any deer. The taste of caribou is said to be similar to that of moose, while the taste of venison is more like that of beef. Both meats are high in protein and low in fat, but caribou is higher in calories than venison.