Tickets
Any day
Saturday, October 10 · typical odds for a Saturday (too early for a weather forecast) · issued Sun 8:00 PM ET · connections flying that day

Sat, Oct 10 looks like a normal day here: all 2 nonstops are 8–16% likely to arrive 15+ min late.

Nonstops that day

All 2 nonstops →
OH 5187 PSA GRR 06:00 DCA 08:07 8% 5% 1.2% no record
AA 5039 American flown by PSA Flight history → GRR 13:53 DCA 15:57 16% 6% 1.3% 56%

Best connections that day, one ticket

Ranked by chance you reach Washington 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 2h 53m Minneapolis MSP 10:25 → DCA 13:48DL 2983 6h 48m 99% 91%
DeltaDetails → GRR 11:34 → MSP 12:14DL 3990 · flown by SkyWest 2h 23m Minneapolis MSP 14:37 → DCA 18:09DL 2963 6h 35m 99% 88%
DeltaDetails → GRR 06:30 → ATL 08:31DL 2453 2h 29m Atlanta ATL 11:00 → DCA 12:52DL 1798 6h 22m 99% 86%
UnitedDetails → GRR 06:00 → ORD 06:17UA 4458 · flown by GoJet 57m Chicago ORD 07:14 → DCA 10:07UA 1077 4h 07m 92% 83%
DeltaDetails → GRR 05:30 → DTW 06:30DL 4885 · flown by Endeavor 3h 30m Detroit DTW 10:00 → DCA 11:28DL 2476 5h 58m 96% 82%
AmericanDetails → GRR 12:56 → LGA 15:06AA 4498 · flown by Republic 2h 19m New York LGA 17:25 → DCA 19:07AA 4736 · flown by Republic 6h 11m 100% 82%
DeltaDetails → GRR 09:00 → ATL 11:01DL 2161 2h 08m Atlanta ATL 13:09 → DCA 14:56DL 360 5h 56m 98% 79%
DeltaDetails → GRR 14:00 → ATL 16:08DL 2547 2h 47m Atlanta ATL 18:55 → DCA 20:47DL 325 6h 47m 99% 78%
Tight connection: often missed
AmericanDetails → GRR 07:01 → DFW 08:48AA 1561 50m Dallas-Fort Worth DFW 09:38 → DCA 13:54AA 2399 6h 53m 75% 62%
UnitedDetails → GRR 18:25 → ORD 18:48UA 5516 · flown by SkyWest 57m Chicago ORD 19:45 → DCA 22:54UA 2160 4h 29m 69% 53%
AmericanDetails → GRR 17:24 → DFW 19:14AA 310 46m Dallas-Fort Worth DFW 20:00 → DCA 23:59AA 2077 6h 35m 52% 35%
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