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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 06:00, 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 New York). Layovers up to 4 hours. Pick a connection for its 12-month details.

DeltaDetails → LGA 06:00 → ATL 08:23DL 550 2h 18m Atlanta ATL 10:41 → ECP 10:48DL 3045 5h 48m 99% 92%
DeltaDetails → LGA 08:00 → ATL 10:29DL 364 3h 20m Atlanta ATL 13:49 → ECP 13:54DL 2823 6h 54m 100% 90%
DeltaDetails → LGA 10:00 → ATL 12:28DL 989 3h 33m Atlanta ATL 16:01 → ECP 16:12DL 3094 7h 12m 99% 89%
DeltaDetails → LGA 11:59 → ATL 14:31DL 990 3h 14m Atlanta ATL 17:45 → ECP 17:55DL 3053 6h 56m 98% 88%
AmericanDetails → LGA 06:00 → CLT 07:58AA 3084 2h 54m Charlotte CLT 10:52 → ECP 11:30AA 5262 · flown by PSA 6h 30m 98% 85%
AmericanDetails → LGA 13:08 → DFW 15:58AA 1609 3h 07m Dallas-Fort Worth DFW 19:05 → ECP 21:11AA 3628 · flown by Envoy 9h 03m 95% 81%
AmericanDetails → LGA 12:10 → CLT 14:14AA 1150 2h 35m Charlotte CLT 16:49 → ECP 17:27AA 5297 · flown by PSA 6h 17m 97% 76%
UnitedDetails → LGA 14:00 → IAH 17:01UA 2674 3h 00m Houston IAH 20:01 → ECP 21:58UA 4343 · flown by CommuteAir 8h 58m 97% 74%
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