Thursday, October 8 · typical odds for a Thursday (too early for a weather forecast) · issued Sat 4:00 PM ET · connections flying that day

Thu, Oct 8: United via Denver, leaving 12:48, is the safest bet: 76% chance of reaching Baltimore on time.

Best connections that day, one ticket

Most reliable Quickest (80%+ on time)

Ranked by chance you reach Baltimore on time, from each leg’s forecast for the day. Total trip = scheduled departure to arrival (Baltimore is 3 h ahead of Burbank). Layovers up to 4 hours. Pick a connection for its 12-month details.


United Details →	BUR 12:48 → DEN 16:16UA 2187	1h 52m Denver	DEN 18:08 → BWI 23:38UA 2843	7h 50m	93%	76%
United Details →	BUR 07:02 → SFO 08:30UA 488	1h 03m San Francisco	SFO 09:33 → BWI 17:57UA 2664	7h 55m	82%	73%
American Details →	BUR 07:01 → DFW 12:19AA 2599	2h 13m Dallas-Fort Worth	DFW 14:32 → BWI 18:50AA 2805	8h 49m	98%	73%
American Details →	BUR 12:23 → DFW 17:32AA 1208	2h 05m Dallas-Fort Worth	DFW 19:37 → BWI 23:43AA 2251	8h 20m	92%	65%

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