Labrador Retriever. According to a spokesman from Everypaw Pet Insurance, Labrador Retrievers are very unlikely to run away as they have a strong desire to please their owners. If you're looking for a trustworthy and fun family companion that's very unlikely to leave, they're hard to beat.