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Today: only flights still to leave (it’s 1:21 pm at Pensacola)
Monday, October 5 · our forecast odds · issued Mon 12:00 PM ET · 3 nonstops

Today looks like a normal day here: all 3 nonstops are 16–21% likely to arrive 15+ min late.

Safest bet today AA 4023 PNS 15:15 → ORD 18:02 · 16% chance 15+ min late · usually 78% on time Riskiest UA 658 PNS 16:12 → ORD 18:46 · 21% chance 15+ min late
Against a calm day 17% average chance a nonstop arrives 15+ min late; 18% for the same flights on a calm-weather day

Every nonstop today

12-month record →

Ranked by the chance of arriving 15+ minutes late, with each flight’s on-time record over Aug 2025 – Jul 2026 beside it. Times are local. Pick a flight for its forecast. Click a column to sort.

AA 4023 American flown by Envoy Flight history → PNS 15:15 ORD 18:02 16% 4% 1.1% 78%
UA 2005 United Flight history → PNS 14:09 ORD 16:52 16% 7% 0.6% 71%
UA 658 United PNS 16:12 ORD 18:46 21% 8% 0.6% no record
How these are worked out. Each flight’s odds are our forecast for that day; 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 Mon, Oct 5 (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