Do unit tokens count as units played?

Yes, playing a token unit counts as playing a unit.

According to Rule 350.2, while tokens are not cards, they can still be played. Rule 182.1.a states that tokens are played by their owner following all applicable steps for playing a card (or unit). Additionally, RiftJudge FAQ #9440 confirms that playing a token unit counts as playing a unit.