Similar size and somewhat similar terrain and vegetation. However I enjoy the Kodiak scenary and town culture a bit more than the Peninsula. Kodiak is a fun town to explore, can't really say the same for Cold Bay, Sand Point, or most of the towns on the Peninsula. I've spent considerable time in all those towns. Just my opinion.