I'm using the same Lander on three different ads: image, short video, and long video. I'm seeing very different ACR with the same Lander. Is that usual?

Yes, it is usual. Long videos have more explanation and psychological pre-selling, which translates into better performance on the landing page. You will see different stats across different formats.