Connection · one ticket · schedule Jun 6 – Jul 31, 2026 · records Aug 2025 – Jul 2026

Appleton → Chicago via Charlotte: arrives on time 34%

  1. 14:03 ATW → 17:28 CLT
    AA 5360 · American, flown by PSA · 2h 25m · 75% on time, 4.8% cancelled
  2. 58m layover in Charlotte (CLT) · 45 min minimum on one ticket
  3. 18:26 CLT → 19:51 ORD
    AA 2488 · American · 2h 25m · 47% on time, 0.7% cancelled

Total trip 5h 48m, scheduled departure to arrival. Times are local. Both flew on 26 of the last 56 days.

Makes the connection75%The first flight arrived more than 13 minutes late on 25% of the days it flew: too late for the 45-minute minimum connection on a 58m layover.
Arrives on time34%First flight not cancelled (4.8% are) × connection made (75%) × second flight not cancelled (0.7% are) and within 15 minutes (47%).
Total trip5h 48mATW 14:03 to ORD 19:51, layover included

Not yet counted: the second flight also leaving late (which helps), gate-to-gate distance at the hub, and rebooking after a missed connection.