Filtering doesn’t change the taste but can be dangerous as it doesn’t remove all germs.
Iodine removes all germs but makes the water taste nasty.
For best results, I’ve used iodine then filtered, as the filter will get rid of some of the iodine taste and make the water a lot clearer.