Big companies fail, too, but less often, because they once were part of the few start-ups who didn't fail.
If you want high-end and are happy to live with the risk, you go to a start-up.
If you want safety and are happy to live with a more conservative approach, you go to a big company.
If the big one fails, you feel robbed of your safety.