The most stable fishing kayak is a sit-on-top kayak. The wider and longer the kayak, the stabler it will be. If you're looking for a kayak that offers lots of stability so you don't end up in the water, check out the Ocean Kayak Prowler 13. (Scroll up for our full review!)