The most important factor to make the decision is: Does the old company has $$ to continue?
If they do not have $$, you will have to start looking for new jobs anytime from now on.
I will negotiate with the new company, ask them meet the offer.
I will always chose the company which does not have problem to pay my salary.
Thanks!