What is the difference between dedicated instances and dedicated hosts?

Dedicated instances run on hardware that is dedicated for a particular AWS account. However, other instances from the same account may also run on the same hardware. Dedicated hosts can give more fine-grained control over exactly what instances are run on which host, and how the host is configured. Dedicated hosts are often used for compliance reasons, to run software that is not licensed for use within a multi-tenant host.