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 looks like a normal day here: all 2 nonstops are 13–18% likely to arrive 15+ min late.

Nonstops that day

All 2 nonstops →
OH 5310 PSA GRR 07:27 PHL 09:31 13% 5% 1.5% no record
AA 5614 American flown by PSA Flight history → GRR 13:45 PHL 15:44 18% 8% 1.2% 74%

Best connections that day, one ticket

Ranked by chance you reach Philadelphia on time, from each leg’s forecast for the day. Total trip = scheduled departure to arrival. Layovers up to 4 hours. Pick a connection for its 12-month details.

DeltaDetails → GRR 07:00 → MSP 07:32DL 2913 3h 37m Minneapolis MSP 11:09 → PHL 14:43DL 2679 7h 43m 99% 90%
DeltaDetails → GRR 06:10 → ATL 08:14DL 2453 3h 18m Atlanta ATL 11:32 → PHL 13:43DL 8885 7h 33m 100% 88%
UnitedDetails → GRR 06:00 → ORD 06:17UA 4458 · flown by GoJet 3h 17m Chicago ORD 09:34 → PHL 12:48UA 729 6h 48m 100% 87%
DeltaDetails → GRR 11:34 → MSP 12:14DL 3990 · flown by SkyWest 2h 11m Minneapolis MSP 14:25 → PHL 18:04DL 2594 6h 30m 99% 86%
DeltaDetails → GRR 05:30 → DTW 06:30DL 4885 · flown by Endeavor 3h 40m Detroit DTW 10:10 → PHL 11:46DL 2331 6h 16m 96% 86%
DeltaDetails → GRR 07:53 → ATL 09:56DL 2161 1h 25m Atlanta ATL 11:21 → PHL 13:24DL 2279 5h 31m 97% 84%
DeltaDetails → GRR 10:34 → DTW 11:33DL 3500 · flown by SkyWest 3h 27m Detroit DTW 15:00 → PHL 16:43DL 1391 6h 09m 98% 81%
UnitedDetails → GRR 08:49 → ORD 08:57UA 1113 2h 36m Chicago ORD 11:33 → PHL 14:47UA 2182 5h 58m 95% 78%
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