Research · a claim, tested

When does the day's high and low actually form?

Every platform in this category sells this report — high and low by session, high and low by weekday — and it is the clearest case we have found of a true number that means nothing. We ran it on 73,001 trading days across 19 markets. The first answer we got was wrong, and the way we found out is the whole article.

15/19markets whose day-high lands in the opening hour
17/19the same, with direction randomised — the control
0/19keep that answer when the day boundary moves
73,001trading days measured

The answer that looks like a finding

Cut each day at midnight UTC, record which hour held the day's high, and the opening hour wins in 15 of 19 markets. That is a real count off real data. It would make a confident chart. It is also an artefact of two things that have nothing to do with the market.

Why "1 in 24" is the wrong yardstick. A random walk does not scatter its maximum evenly along its path — the arcsine law concentrates extremes at the ends. And separately, some hours are simply bigger: London and New York move two to three times a typical hour, so the extreme lands there more often for a reason that is not about the clock at all. Compare against a flat 1-in-24 and you will "discover" both of these and call them a session effect.

The control

Ours keeps every bar in its own hour — so the day's volatility profile is exactly as it was — and randomises only its direction: each bar's move is flipped about its own open with probability one half, the path is rebuilt, and the extreme is relocated. Anything that survives is not "the London hour is big", because the London hour is still just as big in every one of the 30 draws.

Against that control, the opening hour is the busiest in 17 of 19 markets — more than we actually observe. The famous finding is not merely unsupported. It is slightly weaker than chance.

The test that settles it: move the boundary

If the concentration belongs to the start of the day rather than to midnight, then moving the boundary has to move it too. So we re-ran everything on a day beginning at 22:00 UTC — the FX rollover, and the boundary your broker actually uses.

Not one market keeps midnight. Zero of the 19 markets still show 00:00 as their busiest hour. 7 simply follow the cut to 22:00 — the edge effect, moving with the edge exactly as predicted. And the rest land somewhere far more interesting: with the artefact gone, 6 of them put the day's high inside the London–New York overlap. The honest version of this report only appears after you break the naive one.
MarketDaysBusiest hour (midnight cut)ShareControlΔBusiest hour (22:00 cut)Hours beyond the control
EUR/USD5,917 00:009.5%10.4% -0.9 14:00 6
GBP/USD5,221 00:008.9%9.5% -0.6 14:00 6
USD/CHF3,242 00:009.6%9.7% -0.1 14:00 3
USD/JPY4,576 00:0019.4%16.3% +3.1 22:00 10
AUD/USD5,652 00:0014.3%14.2% +0.1 22:00 5
USD/CAD5,932 14:009.3%7.8% +1.5 14:00 9
NZD/USD5,170 00:0014.0%13.7% +0.3 22:00 9
EUR/JPY5,241 00:0016.3%14.7% +1.6 22:00 5
GBP/JPY4,173 00:0014.4%13.5% +0.9 22:00 5
EUR/GBP2,454 00:008.3%9.6% -1.3 07:00 8
Gold (XAU/USD)6,039 00:009.6%11.4% -1.8 13:00 8
Silver (XAG/USD)5,199 00:0010.8%10.1% +0.7 13:00 14
US30 (Dow)2,192 19:0010.5%8.8% +1.7 19:00 1
NAS1001,712 19:0011.3%8.2% +3.2 19:00 4
SPX5001,711 19:0013.4%9.3% +4.0 19:00 1
GER40 (DAX)2,034 00:0010.5%11.4% -1.0 08:00 3
UK100 (FTSE)898 00:008.8%11.1% -2.3 19:00 1
BTC/USD2,853 00:0015.3%14.4% +0.9 22:00 3
ETH/USD2,785 00:0016.2%15.1% +1.1 22:00 3

What actually survives

104 of 912 hour-tests clear our significance bar against 2.5 expected — 41.6× — so there is real structure in where the extreme lands. But the biggest single block of it is a negative, and it is about the hours this site already tells people to avoid: 46 of those 104 flags sit at 21:00–23:00 UTC and say the extreme lands there less often than the control expects, against 2 saying more. The rollover does not make new highs and lows. It is thin, it is the widest spread of the day, and it does not even produce the extremes.

The one clean positive — and all three markets agree. The last hour of the US cash session, 19:00 UTC (3pm in New York), holds the day's high far more often than direction alone implies: US30 (Dow) 10.5% against a control of 8.8% (z 2.82), NAS100 11.3% against a control of 8.2% (z 4.75), SPX500 13.4% against a control of 9.3% (z 5.74). ⚠ And it is not an artefact of where the day was cut — under the 22:00 boundary it gets stronger in all three. This is the closing auction, and it is the one named session hour in this entire test that earns its reputation.

And the weekly version is mostly a trend

Counted raw, the week's high lands on Fri in 15 of 19 markets and the week's low on Mon in 15. Against the same control only 6 of 19 clear even a weak bar on the Friday high — led by gold and the US indices, which is what an asset that rose across the sample is obliged to do. The correlation between a market's own trend and its Friday-high strength is 0.372: positive, and too weak to carry the story alone. ⚠ And nineteen markets agreeing is not nineteen observations — US30 and SPX500 correlate at 0.94, so a head-count here overstates its own evidence.

What we would actually say

Full method and every market's table in section 19 of the evidence page. The data is free to download if you want to redo it.

Other reports this category sells, tested

Do weekend gaps fill?"Gaps fill 90% of the time" is true and empty — a matched midweek move fills just as often. The indices do the opposite.Does yesterday's high or low matter?68,688 breaks across 19 markets. The level holds 50.4% of the time — slightly less than an arbitrary level the same distance away.Does the opening range set the day?The range breaks on 99.8–100.0% of days. A signal that fires every session has not selected anything.Does the first hour set the day?A green first hour tells you the first hour was green. Not one of 17 markets reaches even a weak significance bar.Does the trading day of the month matter?The chart this whole category is built on. 285 slots tested, 0 clear the bar, and the strongest anywhere reaches z = 2.99.The best time to trade forexThe overlap is real — as a movement and cost argument, not a direction one. The half that survives a holdout is WHEN, not which way.Does Bitcoin move on the weekend?The weekend is an ordinary trading period whose timetable is a different timetable — the biggest hour moves from 14:00 to 00:00 UTC.

Every claim we have tested, including the ones that held, is on the reports index.

We publish the tests that failed as loudly as the ones that held. Every number on this site carries its sample size, and every claim carries what it was measured against.

Read the whole evidence page →