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Any day
Saturday, October 10 · typical odds for a Saturday (too early for a weather forecast) · issued Mon 4:00 PM ET · connections flying that day

Sat, Oct 10: Delta via Atlanta, leaving 06:00, is the safest bet: 86% chance of reaching Valparaiso on time; the tightest one-ticket connections make it only 59% of the time.

Best connections that day, one ticket

Ranked by chance you reach Valparaiso on time, from each leg’s forecast for the day. Total trip = scheduled departure to arrival (Valparaiso is 1 h behind New York). Layovers up to 4 hours. Pick a connection for its 12-month details.

DeltaDetails → JFK 06:00 → ATL 08:29DL 2286 1h 46m Atlanta ATL 10:15 → VPS 10:29DL 2048 5h 29m 96% 86%
DeltaDetails → JFK 07:15 → MSP 09:25DL 2390 1h 10m Minneapolis MSP 10:35 → VPS 13:13DL 2462 6h 58m 92% 82%
DeltaDetails → JFK 08:40 → ATL 11:23DL 2227 2h 37m Atlanta ATL 14:00 → VPS 14:11DL 2832 6h 31m 96% 82%
DeltaDetails → JFK 13:35 → ATL 16:19DL 2342 2h 09m Atlanta ATL 18:28 → VPS 18:42DL 2803 6h 07m 94% 81%
DeltaDetails → JFK 11:10 → ATL 13:43DL 1029 2h 06m Atlanta ATL 15:49 → VPS 16:05DL 2170 5h 55m 94% 78%
DeltaDetails → JFK 17:50 → ATL 20:13DL 2293 2h 37m Atlanta ATL 22:50 → VPS 23:03DL 3097 6h 13m 91% 74%
AmericanDetails → JFK 18:06 → MIA 21:03AA 2603 2h 07m Miami MIA 23:10 → VPS 23:59AA 4300 · flown by Envoy 6h 53m 90% 72%
AmericanDetails → JFK 12:00 → CLT 14:09AA 493 2h 47m Charlotte CLT 16:56 → VPS 17:49AA 5201 · flown by PSA 6h 49m 96% 71%
Tight connection: often missed
AmericanDetails → JFK 18:50 → MIA 22:22AA 1174 48m Miami MIA 23:10 → VPS 23:59AA 4300 · flown by Envoy 6h 09m 59% 47%
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 Sat, Oct 10 (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