Kong is meant to replace nginx or HAproxy but with additional functionality added as plugins. For example you could proxy any APIs or microservices and add authentication, rate-limiting and logging as plugins.
EDIT: It seems Kong doesn't really replace Nginx, it's actually a set of Lua scripts for Nginx.