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: one nonstop, WN 830 at 10:11, with a 9% chance of arriving 15+ min late.

Nonstops that day

All 1 nonstop →
WN 830 Southwest ECP 10:11 DEN 12:23 9% 2% 0.6% no record

Best connections that day, one ticket

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

DeltaDetails → ECP 07:50 → ATL 10:00DL 1674 2h 55m Atlanta ATL 12:55 → DEN 14:00DL 957 7h 10m 99% 86%
UnitedDetails → ECP 06:30 → IAH 08:28UA 4255 · flown by CommuteAir 2h 04m Houston IAH 10:32 → DEN 11:59UA 2787 6h 29m 99% 86%
DeltaDetails → ECP 06:00 → ATL 08:13DL 3114 1h 41m Atlanta ATL 09:54 → DEN 11:05DL 995 6h 05m 97% 85%
DeltaDetails → ECP 09:12 → ATL 11:20DL 3048 2h 35m Atlanta ATL 13:55 → DEN 14:58DL 530 6h 46m 98% 82%
DeltaDetails → ECP 11:38 → ATL 13:51DL 3045 2h 52m Atlanta ATL 16:43 → DEN 17:56DL 519 7h 18m 98% 81%
UnitedDetails → ECP 09:00 → IAH 10:57UA 4034 · flown by Mesa 1h 36m Houston IAH 12:33 → DEN 14:17UA 2168 6h 17m 93% 81%
DeltaDetails → ECP 14:47 → ATL 17:00DL 2823 2h 25m Atlanta ATL 19:25 → DEN 20:43DL 746 6h 56m 98% 80%
UnitedDetails → ECP 11:40 → IAH 13:40UA 4851 · flown by CommuteAir 1h 20m Houston IAH 15:00 → DEN 16:43UA 2767 6h 03m 90% 76%
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