It's three per player, (p26) so most normal games with two players its six.
Scenarios will then vary that number.
Smart alecs, will also have "Fools Gold", and "Reveal Secret" so for practical means, you need more than six actual treasure tokens, and more like 4 treasure tokens per player depending on scenario and the spells mentioned.
HTH