Common challenges in Scratch game development include: difficulty in understanding programming logic, trouble with block combinations, debugging code errors, timing animations correctly, synchronising sounds, creating smooth character movements, implementing game rules, and managing multiple Sprites. Technical challenges may also include internet connectivity issues, account creation problems, or software navigation difficulties.