January is the cheap month: what a year of nightly prices says about timing

Since the price window on this site grew to a year, every hotel carries enough nights to ask a question I couldn’t answer before: across the whole catalogue, when is a luxury hotel cheap? I took the snapshot from August 28, 2026, divided every priced night by its own hotel’s median so that a $300 hotel and a $3,000 hotel count equally, and looked at the result by month and by day of the week. About 9,800 priced listings, a year of nights each.

The seasonal shape

On The Edit, September nights ran at about 104% of each hotel’s typical price and October at 103%. Then November 96%, December 96%, January 95%, February 97%. March through August sat at 100% to 101%. The Amex list, Bilt, Renowned and Capital One all show the same curve within a point or two: the autumn premium, the winter dip, the flat spring and summer.

Citi’s Reserve had the sharpest version of it, at 107% in September and 93% in January, which I read as its list being weighted toward American city hotels, where the conference season and the holidays pull hardest. Leading Hotels was the flattest through the year, and the exception in September at 108%, which fits a European list where September is the good-weather month.

Those percentages sound small. They aren’t, on a luxury bill. Seven points on a $900 two-night stay is $63, and January against September is a twelve-point swing on the Chase lists and fourteen on Citi’s. That is the same order of magnitude as the on-property credit the programs advertise.

Weekends barely move the needle

This one surprised me. Saturday nights ran at about 102% of a hotel’s typical price and Sunday nights at 98%, with Monday through Friday all at 100%, on every list. Citi’s Sunday dipped to 97% and Capital One’s Saturday rose to 103%. Leading Hotels was flat across all seven days.

The catalogue is a mix of city hotels, which are dearer midweek, and resorts, which are dearer at weekends, and across five thousand properties they cancel out. For any single hotel the weekend effect is real and the calendar shows it. As a rule for the whole list, “avoid Saturday” is worth two percent, and “book January” is worth five.

Cheap is not the same as available

The winter months that price lowest are also the months with the most nights showing no rate. On The Edit, about 10% of nights in September and October had no price in the snapshot, rising to 12% in November, 16% in December, 15% in January and 14% in February, then easing back to 6% to 8% by summer. Bilt ran two or three points higher, and Leading Hotels hit 26% and 27% in December and January.

Part of that is the holidays selling out. Most of it, on the European-heavy lists, is hotels closing for the season, and a closed hotel does not lower the average. So the January discount is a discount on the hotels that are open in January, which are the city hotels and the winter resorts, and the calendar’s blank cells tell you which is which.

What this means for the credits

Chase’s two $250 Edit credits have no calendar windows, so there is no reason to spend one in September if a January trip is on the cards. Amex’s $600 comes in two halves that expire, and in my reading the half is keyed to when you book, not when you stay, so a late-December booking of a February stay draws from the second half and gets the winter price. Citi’s $300 resets on the calendar year and applies at booking, so it, too, can be pointed at a January stay booked in January.

The programs that don’t care about the season are the hotels’ perks. Breakfast for two costs the hotel the same in January, and the $100 property credit is worth more when the room was $500 than when it was $700. Winter is when the packages are proportionally richest.

What this doesn’t tell you

It is one snapshot of forward prices, not a history of what people paid. Rates for next August were set months ahead and will move, probably down, as the dates approach and hotels fill or don’t. The September premium is partly that September was six weeks away when the snapshot was taken and August 2027 was a year off. And it is an average over five thousand hotels: a ski hotel prices exactly backwards from this curve, and a Dubai resort prices backwards from a Paris one. The method is fine for the catalogue and useless for a single hotel, which is what the calendar is for.

I’ll re-run it in a few months and note what changed. The figures here are from the data the site published on August 28, 2026.