I think while technically they differ mostly only in terms of the training materials thrown into it, the outcome is that each model is good at something and bad

I think while technically they differ mostly only in terms of the training materials thrown into it, the outcome is that each model is good at something and bad at others, just like human being. Soon you'll need standardized tests and HR department to evaluate individual LLM performance. :)