For a publicly traded company, that information would be publicly available, if that's what you're asking.

And at a startup, particularly an early-stage one, I would feel pretty uncomfortable if they wouldn't tell me that information in an interview.

They should -- if they are not willing to answer on the runway you probably should not join/prepare to head out.