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Thursday, October 8 · typical odds for a Thursday (too early for a weather forecast) · issued Sun 12:00 PM ET · connections flying that day

Thu, Oct 8: Delta via Atlanta, leaving 06:00, is the safest bet: 88% chance of reaching Knoxville on time; the tightest one-ticket connections make it only 56% of the time.

Best connections that day, one ticket

Ranked by chance you reach Knoxville on time, from each leg’s forecast for the day. Total trip = scheduled departure to arrival. Layovers up to 4 hours. Pick a connection for its 12-month details.

DeltaDetails → EWR 06:00 → ATL 08:15DL 2353 1h 55m Atlanta ATL 10:10 → TYS 11:10DL 1743 5h 10m 97% 88%
AmericanDetails → EWR 06:00 → CLT 08:01AA 2505 3h 10m Charlotte CLT 11:11 → TYS 12:34AA 5953 · flown by Piedmont 6h 34m 97% 86%
DeltaDetails → EWR 08:30 → ATL 10:51DL 2365 3h 01m Atlanta ATL 13:52 → TYS 14:48DL 1148 6h 18m 97% 85%
AmericanDetails → EWR 05:00 → CLT 06:57AA 1113 2h 18m Charlotte CLT 09:15 → TYS 10:38AA 5950 · flown by Piedmont 5h 38m 97% 84%
DeltaDetails → EWR 12:00 → ATL 14:30DL 2397 3h 15m Atlanta ATL 17:45 → TYS 18:44DL 3042 6h 44m 98% 84%
DeltaDetails → EWR 10:31 → ATL 12:53DL 2325 3h 23m Atlanta ATL 16:16 → TYS 17:16DL 2571 6h 45m 99% 83%
DeltaDetails → EWR 07:05 → ATL 09:20DL 1673 2h 57m Atlanta ATL 12:17 → TYS 13:16DL 4724 · flown by Endeavor 6h 14m 99% 78%
DeltaDetails → EWR 06:00 → DTW 07:50DL 2596 50m Detroit DTW 08:40 → TYS 10:22DL 5347 · flown by Endeavor 4h 26m 91% 77%
Tight connection: often missed
UnitedDetails → EWR 19:29 → IAD 21:00UA 2677 1h 10m Dulles IAD 22:10 → TYS 23:54UA 4304 · flown by CommuteAir 4h 25m 67% 50%
UnitedDetails → EWR 07:45 → DEN 10:01UA 1758 54m Denver DEN 10:55 → TYS 15:53UA 1241 8h 08m 56% 49%
DeltaDetails → EWR 16:50 → DTW 18:51DL 2573 1h 08m Detroit DTW 19:59 → TYS 21:41DL 5138 · flown by Endeavor 4h 51m 73% 49%
How these are worked out. Each flight’s odds are our forecast for that day (typical odds until the weather forecast covers it); flights of airlines we don’t forecast yet use their 12-month record and are marked. Makes the connection: the first flight’s 12-month lateness curve, scaled so its chance of arriving 15+ min late matches the day’s forecast, at the layover minus the 45-minute minimum (90 on separate tickets). Arrives on time: first flight not cancelled × connection made × second flight not cancelled × second flight within 15 minutes, each from the day’s forecast.

About this data: forecast odds from our model for Thu, Oct 8 (newest published update); 12-month records from US DOT on-time data, Aug 2025 – Jul 2026, all US airlines; regional flights count under the airline that sells them. JSON