Saturday, October 10 · typical odds for a Saturday (too early for a weather forecast) · issued Sun 8:00 PM ET · 5 nonstops

Sat, Oct 10: AA 2867 at 05:58 is the safest bet, 5% chance of being 15+ min late; the others run 6–16%.

Safest bet that day AA 2867 CMH 05:58 → PHL 07:45 · 5% chance 15+ min late · usually 94% on time Riskiest AA 2592 CMH 18:43 → PHL 20:36 · 16% chance 15+ min late

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 2867 American Flight history →	CMH 05:58	PHL 07:45	5%	3%	0.8%	94%
AA 4711 American flown by Republic Flight history →	CMH 08:05	PHL 09:45	6%	2%	0.6%	88%
AA 5640 American flown by PSA Flight history →	CMH 10:40	PHL 12:15	10%	5%	1.2%	85%
AA 2253 American	CMH 13:00	PHL 14:46	13%	6%	0.8%	no record
AA 2592 American	CMH 18:43	PHL 20:36	16%	6%	0.8%	no record

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