Tickets
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 Atlanta, leaving 06:00, is the safest bet: 81% chance of reaching New York on time.

Best connections that day, one ticket

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

DeltaDetails → ECP 06:00 → ATL 08:13DL 3114 2h 17m Atlanta ATL 10:30 → LGA 12:42DL 371 5h 42m 97% 81%
DeltaDetails → ECP 07:50 → ATL 10:00DL 1674 2h 30m Atlanta ATL 12:30 → LGA 14:50DL 525 6h 00m 99% 80%
DeltaDetails → ECP 14:47 → ATL 17:00DL 2823 3h 00m Atlanta ATL 20:00 → LGA 22:27DL 490 6h 40m 99% 76%
DeltaDetails → ECP 09:12 → ATL 11:20DL 3048 2h 10m Atlanta ATL 13:30 → LGA 15:50DL 460 5h 38m 98% 74%
SouthwestDetails → ECP 10:53 → BNA 12:33WN 311 1h 08m Nashville BNA 13:41 → LGA 16:59WN 2518 5h 06m 96% 69%
UnitedDetails → ECP 06:30 → IAH 08:28UA 4255 · flown by CommuteAir 3h 32m Houston IAH 12:00 → LGA 16:44UA 2181 9h 14m 99% 68%
DeltaDetails → ECP 11:38 → ATL 13:51DL 3045 3h 09m Atlanta ATL 17:00 → LGA 19:20DL 997 6h 42m 99% 68%
AmericanDetails → ECP 07:44 → DFW 10:08AA 4120 · flown by Envoy 1h 35m Dallas-Fort Worth DFW 11:43 → LGA 16:31AA 2327 7h 47m 95% 66%
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