You should be there early. After 2.30 pm the trip won't cover Ellies Island and will have very less time for Statue as well.
https://www.nps.gov/stli/planyourvisit/hours.htm And buy your tickets online before you go. Makes it a little faster not having to wait in line to get tickets then go through security checks.
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