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

Valparaiso → Miami via Charlotte: arrives on time 28%

  1. 18:37 VPS → 21:34 CLT
    AA 5439 · American, flown by PSA · 1h 57m · 48% on time, 10.1% cancelled
  2. 1h 05m layover in Charlotte (CLT) · 45 min minimum on one ticket
  3. 22:39 CLT → 00:46 MIA +1 day
    AA 1596 · American · 2h 07m · 60% on time, 2.9% cancelled

Total trip 5h 09m, scheduled departure to arrival (Miami is 1 h ahead of Valparaiso). Times are local. Both flew on 54 of the last 56 days.

Makes the connection53%The first flight arrived more than 20 minutes late on 47% of the days it flew: too late for the 45-minute minimum connection on a 1h 05m layover.
Arrives on time28%First flight not cancelled (10.1% are) × connection made (53%) × second flight not cancelled (2.9% are) and within 15 minutes (60%).
Total trip5h 09mVPS 18:37 to MIA 00:46, layover included

Tight connection: often missed. The first flight is late enough to miss it on more than 1 day in 4.

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