Tickets
Any day
Friday, October 9 · typical odds for a Friday (too early for a weather forecast) · issued Mon 12:00 PM ET · connections flying that day

Fri, Oct 9: AA 4687 at 07:20 is the safest bet, 6% chance of being 15+ min late; the others run 18%.

Nonstops that day

All 2 nonstops →
AA 4687 American flown by Republic Flight history → MSN 07:20 BOS 10:53 6% 3% 0.8% 93%
DL 5603 Delta flown by Republic Flight history → MSN 15:46 BOS 19:20 18% 8% 0.8% 62%

Best connections that day, one ticket

Ranked by chance you reach Boston on time, from each leg’s forecast for the day. Total trip = scheduled departure to arrival (Boston is 1 h ahead of Madison). Layovers up to 4 hours. Pick a connection for its 12-month details.

AmericanDetails → MSN 05:00 → ORD 06:15AA 3702 · flown by Envoy 2h 15m Chicago ORD 08:30 → BOS 12:07AA 4106 · flown by Envoy 6h 07m 100% 88%
UnitedDetails → MSN 06:41 → ORD 07:54UA 5902 · flown by SkyWest 1h 21m Chicago ORD 09:15 → BOS 12:57UA 1117 5h 16m 98% 87%
DeltaDetails → MSN 05:48 → ATL 08:57DL 1160 1h 08m Atlanta ATL 10:05 → BOS 12:45DL 855 5h 57m 97% 87%
UnitedDetails → MSN 05:00 → ORD 06:17UA 4707 · flown by SkyWest 1h 16m Chicago ORD 07:33 → BOS 11:05UA 1076 5h 05m 94% 86%
DeltaDetails → MSN 06:00 → MSP 07:08DL 1274 2h 57m Minneapolis MSP 10:05 → BOS 13:51DL 2655 6h 51m 99% 86%
UnitedDetails → MSN 05:00 → DEN 06:42UA 5545 · flown by SkyWest 1h 03m Denver DEN 07:45 → BOS 13:49UA 558 7h 49m 94% 85%
DeltaDetails → MSN 07:00 → LGA 10:17DL 5847 · flown by Republic 3h 43m New York LGA 14:00 → BOS 15:29DL 5739 · flown by Republic 7h 29m 100% 83%
AmericanDetails → MSN 06:00 → DCA 09:19AA 5503 · flown by PSA 3h 40m Washington DCA 12:59 → BOS 14:44AA 4380 · flown by Republic 7h 44m 96% 83%
Tight connection: often missed
DeltaDetails → MSN 18:32 → DTW 20:58DL 5214 · flown by Endeavor 1h 01m Detroit DTW 21:59 → BOS 23:59DL 1187 4h 27m 75% 58%
DeltaDetails → MSN 15:10 → LGA 18:29DL 5033 · flown by Endeavor 1h 31m New York LGA 20:00 → BOS 21:39DL 5850 · flown by Republic 5h 29m 73% 50%
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 Fri, Oct 9 (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