OnTimeStats

Historical on-time performance

Charlotte to Madison

708 miData through May 2026Source: US DOT · BTS

Flights on CLT–MSN arrive on time 77% of the time over the last 12 months.

On-time rate77%arrived within 15 min
p90 delay50 min1 in 10 flights is worse (tail risk)
Cancelled1.6%of scheduled flights

based on 899 flights over the last 12 months. On-time means arriving within 15 minutes (BTS standard).

By airline

How each carrier compares

  • PSA Airlinesbest
    On-time82%
    Medianon time
    p9040 min
    Cancel1.4%
    Flights359
  • American Airlines
    On-time73%
    Medianon time
    p9055 min
    Cancel1.7%
    Flights540

Why flights run late

Delay causes

  • Airline36%
  • Weather8%
  • Air traffic (NAS)12%
  • Late aircraft44%
  • Security0%

Most delay minutes here are attributed to Late aircraft.

When flights don't go

Why flights were cancelled

  • Airline7%
  • Weather93%
  • Air traffic (NAS)0%
  • Security0%

Most cancellations here are attributed to Weather. Shares are among 14 cancellations with a reported cause (BTS reports causes from June 2003).

Over time

On-time trend

By season

On-time rate by month

When to fly

Best time to fly CLT → MSN

All airlines · rolling 36 months (2023-06 .. 2026-05).

Best time of day

Mornings are the most reliable time of day to fly this route — 87% on time.

  • Mornings87% on time · p90 20 min · 590 flights
  • Middays81% on time · p90 35 min · 332 flights
  • Afternoons71% on time · p90 60 min · 958 flights
  • Overnights64% on time · p90 70 min · 1,035 flights

Best day of week

On-time rates are fairly even by day on this route — ranging from 65% to 79% on time.

  • Tuesdays79% on time · p90 50 min · 408 flights
  • Wednesdays76% on time · p90 50 min · 417 flights
  • Mondays74% on time · p90 50 min · 429 flights
  • Thursdays73% on time · p90 50 min · 424 flights
  • Saturdays71% on time · p90 65 min · 411 flights
  • Fridays70% on time · p90 60 min · 431 flights
  • Sundays65% on time · p90 65 min · 431 flights

Keep exploring

Related pages

Methodology

A flight is on time when it arrives within 15 minutes of schedule — the US DOT / BTS standard. Median and p90(the “1-in-10 bad day”) are read from the full arrival-delay distribution, never averaged across periods.

Figures cover a carrier’s own BTS-coded flights. Cells below ~200 flights are flagged as limited data. All numbers are pre-computed from public BTS On-Time Performance data.