Technically it is "combine". Originally it was known as a "combined harvester-thresher", which is maybe what you're thinking of, but that was soon shortened to "combine" and it has stuck ever since.

"Combine harvester" showed up in some places later where context was needed to figure out what "combine" means, but it was seemingly only for context. "Combined harvester-thresher harvester" is pointlessly redundant.