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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 Atlanta, leaving 05:15, is the safest bet: 92% chance of reaching Panama City Beach on time.

Best connections that day, one ticket

Ranked by chance you reach Panama City Beach on time, from each leg’s forecast for the day. Total trip = scheduled departure to arrival (Panama City Beach is 1 h behind Philadelphia). Layovers up to 4 hours. Pick a connection for its 12-month details.

DeltaDetails → PHL 05:15 → ATL 07:19DL 1269 3h 22m Atlanta ATL 10:41 → ECP 10:48DL 3045 6h 33m 100% 92%
DeltaDetails → PHL 12:02 → ATL 14:05DL 2270 3h 40m Atlanta ATL 17:45 → ECP 17:55DL 3053 6h 53m 100% 89%
DeltaDetails → PHL 08:05 → ATL 10:11DL 1180 3h 38m Atlanta ATL 13:49 → ECP 13:54DL 2823 6h 49m 98% 89%
AmericanDetails → PHL 06:00 → CLT 07:53AA 3139 2h 59m Charlotte CLT 10:52 → ECP 11:30AA 5262 · flown by PSA 6h 30m 99% 87%
AmericanDetails → PHL 05:01 → DFW 07:25AA 1751 2h 08m Dallas-Fort Worth DFW 09:33 → ECP 11:38AA 3625 · flown by Envoy 7h 37m 100% 85%
UnitedDetails → PHL 13:04 → IAH 15:35UA 2038 2h 30m Houston IAH 18:05 → ECP 20:01UA 4043 · flown by Mesa 7h 57m 98% 76%
AmericanDetails → PHL 12:17 → CLT 14:02AA 1859 2h 47m Charlotte CLT 16:49 → ECP 17:27AA 5297 · flown by PSA 6h 10m 93% 73%
AmericanDetails → PHL 15:00 → DFW 17:50AA 402 1h 15m Dallas-Fort Worth DFW 19:05 → ECP 21:11AA 3628 · flown by Envoy 7h 11m 86% 73%
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