Mostly they are useless, and it is very rare that it is worth challenging a unit champion. Usually you challenge with the champion to prevent opponent characters killing too much of your unit, or to block a challenge againt one of your weak characters. It gives no real advantage, though there are some items that only work in challenges so it is obviously best to challenge if you take them.