Often used to refer specifically to a group of military vessels, not just any boats. The naval flotilla was deployed for the joint exercise.
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Scaled Down
Implies a smaller group than a fleet, sometimes for specialized tasks. A flotilla of minesweepers left the port.
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Squadrons Inside
A flotilla can contain multiple squadrons, indicating an organizational structure. The admiral took command of the flotilla, consisting of several squadrons.