I just haven't seen reputable reporting that the missile didn't have a warhead. I was also noting that AA missiles in broad daylight and very far away aren't very exciting which might lead some to think it had no warhead.

Edit: In the closeup footage I see a flash of orange (explosion) in the debris cloud for a frame or two.