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

Appleton → Denver via Dallas-Fort Worth: arrives on time 42%

  1. 12:39 ATW → 15:25 DFW
    AA 3977 · American, flown by Envoy · 2h 46m · 85% on time, 1.5% cancelled
  2. 3h 05m layover in Dallas-Fort Worth (DFW) · 45 min minimum on one ticket
  3. 18:30 DFW → 19:41 DEN
    AA 2235 · American · 2h 11m · 46% on time, 3.4% cancelled

Total trip 8h 02m, scheduled departure to arrival (Denver is 1 h behind Appleton). Times are local. Both flew on 52 of the last 56 days.

Makes the connection95%The first flight arrived more than 140 minutes late on 5% of the days it flew: too late for the 45-minute minimum connection on a 3h 05m layover.
Arrives on time42%First flight not cancelled (1.5% are) × connection made (95%) × second flight not cancelled (3.4% are) and within 15 minutes (46%).
Total trip8h 02mATW 12:39 to DEN 19:41, 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.