At one gulp and In one gulp

In one gulp and at one gulp are semantically related. In some cases you can use "In one gulp" instead an adverb phrase "At one gulp".

At one gulp and in one gulp are semantically related. You can use "At one gulp" instead an adverb "In one gulp".