Are older guys more likely to be infertile?

Yes. There is a decline in sperm number and function as a man gets older. However, there are usually some sperm present throughout a man's life. There are higher rates of birth defects also after age 50. A swedish population study showed a young woman married to a young man has a higher chance for conception than a young woman married to an older man.