64% of flights from Chicago to Dayton arrived on time over the past 12 months. That is worse than the typical U.S. route. The 8 a.m. departures ran on time 77% of the time; the 7 p.m. ones 50%. Most reliable airline: United Airlines (65%). 19% of flights arrived more than an hour late or not at all.
How late?
The on-time rate treats a flight 20 minutes late the same as one 5 hours late. Here's the split for ORD → DAY: when a flight was late, it was under 45 minutes late 40% of the time. About 1 in 7 flights landed an hour or more late, and 1 in 25 three hours or more; 3.9% were cancelled outright.
- On time or early64%
- 15–30 min late7.8%
- 30–60 min late8.4%
- 1–2 hours late7.3%
- 2–3 hours late4.0%
- 3+ hours late4.1%
- Diverted0.0%
- Cancelled3.9%
Share of all 3,200 scheduled flights, past 12 months, by arrival time against schedule.
By airline
| Airline | Flights | On time | Cancelled | Typical arrival | 1h+ late | Avg when late | Operated by |
|---|---|---|---|---|---|---|---|
| United Airlines | 1,897 | 65% | 3.7% | −2 min | 14.3% | +97 min | GoJet 73%, SkyWest 19%, Republic Airways 4%, United Airlines 4% |
| American Airlines | 1,303 | 63% | 4.3% | −1 min | 17.0% | +119 min | PSA Airlines 43%, Envoy 36%, SkyWest 20%, Republic Airways 1% |
Airline = the name on the ticket. Regional flights (e.g. "Delta Connection") count under the ticketing airline, and the operator is listed.
Best time of day to fly
On-time rate by scheduled departure hour (local time at ORD). Delays build through the day as late planes knock on, so early flights usually do best.
By airline and hour
| Departs | United Airlines | American Airlines |
|---|---|---|
| 8 a.m. | 77% | — |
| 9 a.m. | — | 68% |
| 10 a.m. | 73% | — |
| 11 a.m. | 59% | — |
| 1 p.m. | — | 69% |
| 2 p.m. | 68% | 64% |
| 3 p.m. | 74% | 66% |
| 5 p.m. | 59% | — |
| 7 p.m. | — | 52% |
| 8 p.m. | — | 60% |
| 9 p.m. | 64% | — |
Last flight of the day
On ORD → DAY, each airline's last flight of the day was cancelled 5.6% of the time, against 3.4% for its earlier flights (1.6× as often). It arrived 3+ hours late 3.7% of the time (earlier flights: 4.2%). It matters more than the numbers suggest. Miss an earlier flight and there's another one that evening; miss the last one and you're usually waiting until morning.
| Airline | Last departure | Last: cancelled | Last: 3h+ late | Earlier: cancelled | Next morning |
|---|---|---|---|---|---|
| American Airlines | 8:39 p.m. | 5.5% | 4.9% | 3.8% | first flight 9:30 a.m. |
| United Airlines | 9:20 p.m. | 5.8% | 2.5% | 3.2% | first flight 8:40 a.m. |
Last flight = the airline's last scheduled departure on this route that day, on days it flies the route at least twice; past 12 months. Times are typical scheduled times over the latest three months.
If you need to be in DAY tonight, book an earlier flight so there's a backup if it's cancelled.
By month
Each calendar month pooled over 2023–2026. Best: October (80%). Worst: January (59%).
By day of week
| Day | Flights | On time | Cancelled |
|---|---|---|---|
| Monday | 477 | 62% | 7.1% |
| Tuesday | 453 | 68% | 2.6% |
| Wednesday | 454 | 64% | 2.0% |
| Thursday | 459 | 67% | 2.4% |
| Friday | 466 | 60% | 3.9% |
| Saturday | 428 | 67% | 4.7% |
| Sunday | 463 | 64% | 4.8% |
Why flights were late
Share of delay minutes on flights 15+ minutes late, as reported to BTS by the airlines.
Cancellations: weather 93 · air traffic/airport 32 · airline 1
Month by month
Flight numbers on this route
Regular flights with at least 120 scheduled trips in the past year. Sorted by departure time.
| Flight | Departs | Flights | On time | Cancelled | Typical arrival | Operated by |
|---|---|---|---|---|---|---|
| UA 4594 | 8:40 a.m. | 231 | 69% | 1.3% | −7 min | GoJet |
| UA 4484 | 5:51 p.m. | 190 | 55% | 4.2% | +7 min | GoJet |
| UA 4589 | 9:20 p.m. | 197 | 61% | 7.1% | +2 min | GoJet |
Worst days in the past year
| Date | Flights | On time | Cancelled |
|---|---|---|---|
| Apr 14, 2026 | 10 | 0% | 0 |
| Nov 26, 2025 | 10 | 0% | 0 |
| Nov 29, 2025 | 10 | 0% | 8 |
| Nov 30, 2025 | 10 | 0% | 2 |
| Dec 7, 2025 | 10 | 0% | 5 |
Questions
How often are flights from ORD to DAY on time?
64% of 3,200 scheduled flights from Chicago, IL to Dayton, OH arrived within 15 minutes of schedule between September 2025 and August 2026. 3.9% were cancelled.
What is the best time of day to fly ORD to DAY?
Flights scheduled to leave at 8 a.m. were the most reliable (77% on time). The 7 p.m. departures were the least (50%).
Which airline is most on time from ORD to DAY?
United Airlines: 65% of its 1,897 flights on the route arrived on time. American Airlines: 63%.
What month has the most delays from ORD to DAY?
January (59% on time). The best month is October (80%), over 2023–2026.
Is the last flight of the day from ORD to DAY more likely to be cancelled?
Yes. Each airline's last ORD–DAY flight of the day was cancelled 5.6% of the time over the past year, against 3.4% for its earlier flights. If the last flight is cancelled, the next one is usually the following morning.
Related
- DAY → ORD (return)
- Chicago O'Hare (ORD) delays by hour
- Flights into James M. Cox Dayton (DAY)
- United Airlines on-time record
- American Airlines on-time record
- Connecting off this flight? Check the risk
Domestic flights by the airlines that report to the U.S. DOT, plus their regional partners. "On time" means arriving less than 15 minutes after schedule; cancelled and diverted flights count as not on time. Past performance is a guide, not a forecast. Method.