This idiom or expression means:

The last part of something.
The final stage in a series of stages.
The final portion of a racetrack before the finish line.

“On the home stretch” could mean:
Going home; or
Almost finished; or
Getting close to destination; Etc.

A. Are we on the home stretch yet?
B. No, we still have a few things to do.