As far as mathematical thinking goes this doesn't seem an interesting metric at all. Do you believe that optimizing for this metric will indeed lead to reliable mathematical thinking?
I am of the idea that LLMs are not suited to maths, but since I'm not an expert of the field I'm always looking for counterarguments. Of course we can always wait another couple of years and the question will be resolved.