Germany could have held out if it had not....
declared war on the US. Otherwise, FDR would have had a very difficult time to justify a war against Germany.
Well, I guess that answers the original question---and any future "what if's" like this one.
Answer: When they started it.
None of the Axis nations had the production capacity needed - either alone or combined.