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

Appleton → Denver via Chicago: arrives on time 49%

  1. 18:38 ATW → 20:17 ORD
    AA 3410 · American, flown by Envoy · 1h 40m · 73% on time, 6.9% cancelled
  2. 2h 17m layover in Chicago (ORD) · 45 min minimum on one ticket
  3. 22:34 ORD → 00:17 DEN +1 day
    AA 1387 · American · 2h 42m · 57% on time, 3.4% cancelled

Total trip 6h 38m, scheduled departure to arrival (Denver is 1 h behind Appleton). Times are local. Both flew on 56 of the last 56 days.

Makes the connection96%The first flight arrived more than 92 minutes late on 4% of the days it flew: too late for the 45-minute minimum connection on a 2h 17m layover.
Arrives on time49%First flight not cancelled (6.9% are) × connection made (96%) × second flight not cancelled (3.4% are) and within 15 minutes (57%).
Total trip6h 38mATW 18:38 to DEN 00:17, 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.