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Any day
Friday, October 9 · typical odds for a Friday (too early for a weather forecast) · issued Sun 4:00 PM ET · connections flying that day

Fri, Oct 9: Southwest via St Louis, leaving 05:00, is the safest bet: 84% chance of reaching Baltimore on time; the tightest one-ticket connections make it only 56% of the time.

Nonstops that day

All 2 nonstops →
WN 1039 Southwest Flight history → PHX 09:30 BWI 16:55 22% 3% 0.6% 68%
WN 4347 Southwest Flight history → PHX 16:25 BWI 23:50 39% 12% 0.6% 56%

Best connections that day, one ticket

Ranked by chance you reach Baltimore on time, from each leg’s forecast for the day. Total trip = scheduled departure to arrival (Baltimore is 3 h ahead of Phoenix). Layovers up to 4 hours. Pick a connection for its 12-month details.

UnitedDetails → PHX 18:54 → LAX 20:31UA 4722 · flown by SkyWest 2h 34m Los Angeles LAX 23:05 → BWI 07:14 +1UA 1605 9h 20m 100% 87%
SouthwestDetails → PHX 05:10 → BNA 10:25WN 3235 1h 40m Nashville BNA 12:05 → BWI 14:55WN 1345 6h 45m 99% 86%
SouthwestDetails → PHX 05:00 → MDW 10:20WN 2723 1h 35m Chicago MDW 11:55 → BWI 14:45WN 2744 6h 45m 99% 86%
DeltaDetails → PHX 06:00 → DTW 12:48DL 947 2h 17m Detroit DTW 15:05 → BWI 16:41DL 2480 7h 41m 99% 85%
DeltaDetails → PHX 06:45 → MSP 11:50DL 2553 2h 51m Minneapolis MSP 14:41 → BWI 18:15DL 2565 8h 30m 98% 85%
SouthwestDetails → PHX 05:00 → STL 09:50WN 3352 1h 10m St Louis STL 11:00 → BWI 14:05WN 4614 6h 05m 97% 84%
AmericanDetails → PHX 07:00 → ORD 12:51AA 2765 3h 38m Chicago ORD 16:29 → BWI 19:42AA 4717 · flown by Republic 9h 42m 100% 84%
SouthwestDetails → PHX 05:30 → AUS 09:45WN 4548 1h 30m Austin AUS 11:15 → BWI 15:30WN 267 7h 00m 97% 84%
Tight connection: often missed
UnitedDetails → PHX 19:47 → SFO 21:50UA 2837 50m San Francisco SFO 22:40 → BWI 07:09 +1UA 1340 8h 22m 61% 52%
SouthwestDetails → PHX 11:00 → DEN 13:45WN 3262 50m Denver DEN 14:35 → BWI 20:00WN 1045 6h 00m 66% 46%
SouthwestDetails → PHX 15:25 → DEN 18:10WN 3265 55m Denver DEN 19:05 → BWI 00:35 +1WN 1500 6h 10m 56% 36%
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 Fri, Oct 9 (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