About 75% Starlink odds, weighted to recent UA531 flights. A firm answer comes about 2 days before departure, once the aircraft is assigned.
Based on 78 recent flights; Starlink found in 9 of 20 Wi-Fi checks since Feb 24, 2026 (last N54570, Sep 14, 2026).
Aircraft seen on UA531: Airbus A321neo, Boeing 757-300, Boeing 737-800, Boeing 737.