Saturday, October 10 · typical odds for a Saturday (too early for a weather forecast) · issued Sun 8:00 PM ET · 3 nonstops

Sat, Oct 10 looks like a normal day here: all 3 nonstops are 9–19% likely to arrive 15+ min late.

Safest bet that day AA 5200 MKE 06:14 → PHL 09:39 · 9% chance 15+ min late · usually 100% on time Riskiest AA 5531 MKE 17:58 → PHL 21:10 · 19% chance 15+ min late · usually 86% on time

Every nonstop on Sat, Oct 10

12-month record →

Ranked by the chance of arriving 15+ minutes late (typical odds: the weather this date has had in past years), 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 5200 American flown by PSA Flight history →	MKE 06:14	PHL 09:39	9%	3%	1.6%	100%
OH 5181 PSA	MKE 11:09	PHL 14:27	16%	4%	1.5%	no record
AA 5531 American flown by PSA Flight history →	MKE 17:58	PHL 21:10	19%	6%	2.0%	86%

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 Sat, Oct 10 (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