How is the hour-of-day pattern worked out?

Every hourly price is divided by the same item’s average over the 24 hours around it, so a price drifting up or down over the month does not make one end of the day look dear, and the 24 hours are then centred so an average hour reads 1.000. The best buy window is the cheapest run of three hours and the best sell window the dearest. Hours are UTC, with the hour on the wall in the zone most of the market’s players keep beside them.

How much history does the pattern need?

Each hour of the day needs a few days of scans behind it before its figure means anything. The confidence line reads the thinnest hour: settled from ten days of scans, provisional from three, too early under that, and no pattern at all while fewer than half the hours have been scanned. Scanning RP Alliance US through the night fills the gaps.

Best hours to buy and sell

Pick a market and an item. Every hour of the day shows its typical price, lowest buyout and listings, and the page names the cheapest hours to buy, the dearest to sell, and what the gap is worth after the 5 percent cut.

On RP Alliance US, Woolen Boots is cheapest from 23:00 to 02:00 UTC (15:00 to 18:00 Pacific) and dearest from 14:00 to 17:00 UTC (06:00 to 09:00 Pacific). Buying in the cheap hours and selling in the dear ones returns about 72% after the 5 percent cut.

Current market: RP Alliance US. This browser opens every tool here until you pick another. Address for this market: ahledger.com/timing?market=forever/rp/alliance/us

1MarketEach house keeps its own hours.2WindowDays of scans the hours are averaged over.3ItemKept while you switch market or window; type another below.

Item

Best hours to buy

23:00 to 02:00 UTC

15:00 to 18:00 Pacific · index 0.925 · typical 19s 67c

Best hours to sell

14:00 to 17:00 UTC

06:00 to 09:00 Pacific · index 1.175 · typical 35s 33c

Spread after the 5% cut

+72%

buy at the cheap hours' lowest buyout, sell at the dear hours' typical price

Confidence

Too early

Too early to trust: the thinnest hour has 0 days of scans behind it over the last 28 days. Read the windows as a hint, not a rule.

Woolen Bootsby hour · RP Alliance US

Hour (UTC)	Pacific	Typical	Lowest	Listings	Index	Days
00:00	16:00	15s	15s	12	0.925	1
01:00	17:00	15s	15s	13	0.925	1
03:00	19:00	15s	15s	11	0.931	1
04:00	20:00	34s 50c	31s 50c	13	0.991	2
05:00	21:00	17s 50c	16s	13	0.996	2
13:00	05:00	17s	17s	2	0.981	1
14:00	06:00	39s	30s	14	1.200	1
15:00	07:00	39s	30s	13	1.200	1
16:00	08:00	28s	22s 50c	12	1.127	2
17:00	09:00	17s	17s	13	1.023	1
18:00	10:00	35s	34s 50c	9	0.865	2
19:00	11:00	17s	17s	11	1.048	1
20:00	12:00	35s	35s	9	0.865	2
21:00	13:00	50s	50s	5	0.997	1
23:00	15:00	29s	28s 67c	10	0.926	3

Under 1.000 is a cheap hour to buy; over 1.000 a good hour to sell. Days counts how many days that hour was scanned in the window. The same figures as JSON: /v1/timing/forever.rp.alliance.us/2583 on the API.

The whole market by hour · RP Alliance US

Hour (UTC)	Pacific	Price index	Listings index	Days
00:00	16:00	0.977	1.136	1
01:00	17:00	0.972	1.194	1
02:00	18:00	1.100	0.723	1
03:00	19:00	0.966	1.253	1
04:00	20:00	0.986	1.135	2
05:00	21:00	0.963	1.297	2
11:00	03:00	1.126	0.935	1
13:00	05:00	1.021	0.850	1
14:00	06:00	0.993	0.974	1
15:00	07:00	0.982	0.918	1
16:00	08:00	0.968	0.864	2
17:00	09:00	1.012	0.816	2
18:00	10:00	0.990	0.920	3
19:00	11:00	0.980	0.847	1
20:00	12:00	0.990	0.966	2
21:00	13:00	0.988	1.044	1
23:00	15:00	0.986	1.128	3

Each hour is indexed against the 24 hours around it, item by item across the market's largest positions, then centred so an average hour reads 1.000. For the day-of-week pattern, see market structure.

▸How this is worked out

Every hourly price is divided by the same item's average over the 24 hours around it, so a price drifting over the month does not make one end of the day look dear. The best buy window is the cheapest run of three hours and the best sell window the dearest; the spread buys at the cheap window's lowest buyout and sells at the dear window's typical price less the cut. Forever's history restarts at launch, so a live market's pattern never includes beta scans.

Common questions

What is the best time of day to buy and sell Woolen Boots?: On RP Alliance US, Woolen Boots is cheapest from 23:00 to 02:00 UTC (15:00 to 18:00 Pacific) and dearest from 14:00 to 17:00 UTC (06:00 to 09:00 Pacific). Buying in the cheap hours and selling in the dear ones returns about 72% after the 5 percent cut.
How is the hour-of-day pattern worked out?: Every hourly price is divided by the same item’s average over the 24 hours around it, so a price drifting up or down over the month does not make one end of the day look dear, and the 24 hours are then centred so an average hour reads 1.000. The best buy window is the cheapest run of three hours and the best sell window the dearest. Hours are UTC, with the hour on the wall in the zone most of the market’s players keep beside them.
How much history does the pattern need?: Each hour of the day needs a few days of scans behind it before its figure means anything. The confidence line reads the thinnest hour: settled from ten days of scans, provisional from three, too early under that, and no pattern at all while fewer than half the hours have been scanned. Scanning RP Alliance US through the night fills the gaps.