Tickets
Any day
Saturday, October 10 · typical odds for a Saturday (too early for a weather forecast) · issued Sun 12:00 AM ET · connections flying that day

Sat, Oct 10: WN 1226 at 08:28 is the safest bet, 9% chance of being 15+ min late; the others run 26%.

Nonstops that day

All 2 nonstops →
WN 1226 Southwest CLT 08:28 MDW 09:35 9% 2% 0.7% no record
WN 2997 Southwest CLT 16:13 MDW 17:15 26% 7% 0.9% no record

Best connections that day, one ticket

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

DeltaDetails → CLT 06:00 → ATL 07:11DL 3186 2h 29m Atlanta ATL 09:40 → MDW 10:42DL 2417 5h 42m 98% 85%
DeltaDetails → CLT 12:19 → ATL 13:32DL 3190 57m Atlanta ATL 14:29 → MDW 15:30DL 1728 4h 11m 85% 72%
DeltaDetails → CLT 06:00 → DTW 07:42DL 1405 1h 08m Detroit DTW 08:50 → MDW 09:14DL 4684 · flown by Endeavor 4h 14m 95% 71%
DeltaDetails → CLT 13:17 → DTW 15:00DL 2684 3h 07m Detroit DTW 18:07 → MDW 18:25DL 4677 · flown by Endeavor 6h 12m 99% 58%
DeltaDetails → CLT 06:20 → MSP 07:59DL 2491 3h 31m Minneapolis MSP 11:30 → MDW 13:09DL 4820 · flown by Endeavor 7h 49m 99% 58%
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