Osteoarthritis is a boney change. Arthritis is all the time.

If your knees hurt all the time, you can think about arthritis.

If your knees only hurt after biking, it's the bike.

(BTW - everyone over the age of 20 has some "arthritis." It only becomes a factor when it hurts all the time.)