It is much easier to score a tough restaurant reservation in New York City in the summer. If you want to snag a table at places like Eleven Madison Park, Torrisi or Brooklyn Fare, summer is the best time to try because many New Yorkers empty out of the sweltering city to avoid feeling like a roast chicken on the subway platforms.