This si a phrase that is often applied but is the best I can offer.
Take a day (or two) and simply try everything you can get your hands upon. Try combos, stacks, half stacks, solid state, modelling, hybrid and all valve, from there you will get a feel for what you like.
Personally I prefer combos, but then I don't gig and only have low wattage requirements.
Rob...