So I have to book a short flight in February, HBA to MEL.

Business class is about 2X the price of coach Choice fare, which would include a checked bag.

Without a lounge, would business be worth it for this short flight?

Seatguru says the biz seats on the 737 have 37 inch pitch, so a bit more comfortable, I suppose.