The answer is SOIRÉE (often written SOIREE in English).
Definition: An evening party or gathering, typically formal or elegant, held in a private home.
Etymology: French soirée from soir ("evening").
Crossword Frequency: Extremely high — the go-to 6-letter answer for "evening party," "formal gathering," "night event."