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Any day
Thursday, October 8 · typical odds for a Thursday (too early for a weather forecast) · issued Sun 12:00 PM ET · connections flying that day

Thu, Oct 8: Delta via Minneapolis, leaving 05:40, is the safest bet: 89% chance of reaching Traverse City on time.

Best connections that day, one ticket

Ranked by chance you reach Traverse City on time, from each leg’s forecast for the day. Total trip = scheduled departure to arrival. Layovers up to 4 hours. Pick a connection for its 12-month details.

DeltaDetails → PHL 05:40 → MSP 07:20DL 2791 3h 04m Minneapolis MSP 10:24 → TVC 12:54DL 3995 · flown by SkyWest 7h 14m 99% 89%
AmericanDetails → PHL 07:42 → ORD 09:10AA 3074 2h 47m Chicago ORD 11:57 → TVC 14:10AA 6368 · flown by SkyWest 6h 28m 97% 69%
DeltaDetails → PHL 11:36 → MSP 13:21DL 2688 2h 04m Minneapolis MSP 15:25 → TVC 17:55DL 4915 · flown by Endeavor 6h 19m 97% 48%
How these are worked out. Each flight’s odds are our forecast for that day (typical odds until the weather forecast covers it); flights of airlines we don’t forecast yet use their 12-month record and are marked. Makes the connection: the first flight’s 12-month lateness curve, scaled so its chance of arriving 15+ min late matches the day’s forecast, at the layover minus the 45-minute minimum (90 on separate tickets). Arrives on time: first flight not cancelled × connection made × second flight not cancelled × second flight within 15 minutes, each from the day’s forecast.

About this data: forecast odds from our model for Thu, Oct 8 (newest published update); 12-month records from US DOT on-time data, Aug 2025 – Jul 2026, all US airlines; regional flights count under the airline that sells them. JSON