If the bikes were all the same, then you could try and work it out.
The bikes could be the same but it's unlikely that they would have been ridden in the same way, subjected to the same conditions or the same level of maintenance. Tight valve clearances in combination with one or more other factors might well be a contributing factor.
However, I think the comments about fuelling are probably very relevant. You said the bike didn't have an aftermarket system on it but could it have done at some point in its life? BMW have got the engines to run very lean by using knock sensors but that hasn't done the exhaust gas temperatures any favours even with a catalysed system. Remove that and the engine runs even leaner and hotter.... I think that BMW have perhaps got quite close to the margins, even in stock form, before people start modding the bikes.

