AA2581 MKE → DFW

American Airlines · Milwaukee, WI to Dallas/Fort Worth, TX · 255 flights observed, 2025-07-01 to 2026-04-06 · 853 mi

This flight is usually on time, but has a real long-delay tail — typical (median) delay is -6 min, while the worst 10% run +57 min or later.

AA2581 covers more than one route in the data window — the stats below are for MKE → DFW, the one it has flown most recently. The others are linked under “Other routes”.

On-time arrival
73%
Median delay
-6 min
90th percentile
+57 min
Cancellation rate
2%

How often is AA2581 on time?

Across 255 flights on MKE → DFW from 2025-07-01 to 2026-04-06, AA2581 arrived within 15 minutes of schedule 73% of the time. The median arrival delay was -6 min, and the worst 10% of flights arrived +57 min or later. 2% of flights were cancelled.

Delay distribution

Arrival delay for completed flights (excludes cancellations and diversions).

ArrivalFlightsShare
Early / on-time18273%
16-30 min239%
31-60 min229%
61-120 min114%
2+ hrs114%

Performance by month

MonthFlightsOn-timeAvg delay
2025-073080%+5 min
2025-083063%+27 min
2025-092983%+10 min
2025-103181%+6 min
2025-112763%+10 min
2025-121567%-3 min
2026-012352%+22 min
2026-022886%-7 min
2026-033077%+56 min
2026-04667%+74 min

Performance by day of week

DayFlightsOn-time
Mon3661%
Tue3778%
Wed3879%
Thu3678%
Fri3681%
Sat3168%
Sun3566%

Based on US Department of Transportation Bureau of Transportation Statistics on-time data. Loading live conditions and full charts…