Series
Research/ Studies
No edge8 min read ·

Do Turning Points Cluster at the Overnight High and the Prior Close? Yes, but a Random Market Shows the Same

Markets
DAX FTSE Dow NQ SPX
Period
2015–2022 · Holdout 2023–2026
Sample
9,913 market days
Costs
structure test, no costs
The real level and a random market show the same profile of turning points around the overnight high, the overnight low and the prior close: nowhere a spike in the zone
The real level and a random market show the same profile of turning points around the overnight high, the overnight low and the prior close: nowhere a spike in the zone
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Data basis: DAX, FTSE, Dow, NQ, SPX; Dukascopy CFD minute data (BID), search period 2015–2022 (about 2,000 trading days per market), plus a single holdout 2023 to Jun 2026. Overnight range (ONR) = high and low of all minutes from the cash close to the cash open, only days with at least 550 overnight minutes. Turning point = pivot of a zigzag with a 0.15 ATR counter-move, zone ±0.05 ATR. Benchmarks: placebo levels (shifted by 0.1 to 0.5 ATR), a mirrored level, a random market (each minute candle mirrored at its open with probability ½). Costs: none, because the precondition for a trading test was not met. No trading recommendation.

Anyone who scrolls back through charts sees it: at the high of the night and at the prior close, price often turns. So our question was whether turning points cluster in a small zone around the ONR high, the ONR low and the prior close. We measured it the way you see it on a chart, as a count. And we ran the same count at placebo levels and in a random market.

DOW, 5-minute candles: price visits the zone around the ONR high once in the afternoon, one turning point lies inside the zone

DOW, 5-minute candles, 19 May 2022: price visits the zone around the ONR high (grey box, ±0.05 ATR) once, at 15:00, and turns there (orange). Grey triangles: the other turning points of the day. The example comes from the search period 2015–2022 and was drawn at random from all days with a zone visit (fixed seed, not picked).

DOW, 5-minute candles: price touches the zone around the ONR high at the start of the session and leaves it without a turning point in the zone

DOW, 17 Jun 2021: price touches the zone right at the start of the session and leaves it without a turning point in the zone. Dashed: the placebo level, 0.1 to 0.5 ATR above. Also drawn at random.

1. Yes, there is a cluster

We counted all turning points of the cash session (about 14.5 per day) and compared the share inside the zone with a placebo level, the same level shifted by 0.1 to 0.5 ATR. At the real level there are 7 to 25% more turning points.

Level Market days Share of turning points in the zone real / placebo in the random market, real / placebo
ONR high 6,169 5.7% 1.15 1.19
ONR low 6,169 5.9% 1.07 1.20
Prior close 9,913 6.6% 1.25 1.20
Prior-day high 9,913 4.3% 1.10 1.10
Prior-day low 9,913 4.5% 1.07 1.08

2. The cluster is an artefact of time spent

A random market whose candle direction is rolled at random shows the same cluster (1.19 to 1.20 at the three levels). The reason is geometry: the placebo level sits 0.1 to 0.5 ATR away, above the ONR high, below the ONR low or further from the open. Price spends less time there, so there are fewer turning points there too. The only deviation from the random market is small: at the prior close 1.25 against 1.20, and at the ONR low the real cluster is even smaller than in the random market.

Three line charts: distribution of turning points around the ONR high, the ONR low and the prior close for the real level, the placebo level and a random market, real level and random market lie on top of each other

Distance of the turning points from the level, five markets pooled, search period 2015–2022. Orange: real level, grey: placebo level, dark: random market with the same rule, shaded: the zone. Real level and random market lie on top of each other, and nowhere is there a spike in the zone.

3. Per visit, price turns slightly less often at the real level

So we normalised: how often does a visit to the zone end in a turning point inside the zone? A visit starts with the first touch and ends as soon as price has left the twice as wide zone (±0.10 ATR) completely.

DOW, 5-minute candles: nine visits to the zone around the prior close, two of them end in a turning point

DOW, 12 Oct 2021, zone around the prior close: nine visits, two of them end in a turning point inside the zone (orange). Drawn at random, search period.

DOW, 5-minute candles: four visits to the zone around the prior close, no turning point in the zone

DOW, 11 Nov 2019, zone around the prior close: four visits, no turning point in the zone.

Level Period Visits real placebo random market t (real − placebo)
ONR high search 13,613 36.8% 38.5% 39.4% −3.5
ONR high holdout 10,580 37.2% 39.3% 39.4% −4.0
ONR low search 13,220 39.0% 40.4% 39.1% −2.9
ONR low holdout 9,576 40.3% 40.3% 39.3% −0.1
Prior close search 24,477 38.2% 39.6% 39.2% −3.9
Prior close holdout 10,770 38.7% 39.6% 39.7% −1.8

Dot chart: share of zone visits with a turning point for the real level, placebo, mirrored level and random market, search period and holdout, all values between 37 and 40 percent

Share of zone visits that end in a turning point inside the zone. Orange: real level, grey: placebo, diamond: level mirrored at the open, open circle: random market.

Whether the level is real, a placebo, a mirrored level or a random market: a visit ends in a turning point in roughly 37 to 40% of cases. The real level sits slightly below, at the ONR high −1.6 percentage points in the search period and −2.1 in the holdout. No market is positive with |t| ≥ 2, and in none of the eight years is the difference positive at the ONR high, the ONR low or the prior close.

4. Robustness and holdout

All 27 zigzag cells (three thresholds, three zone widths, three levels) sit at zero or below when pooled. Fractals (5 candles left and right, 5-minute candles) have no consistent sign: ONR high and prior close slightly positive with all t < 2.5, the ONR low negative. Of 1,080 visit tests, 217 pass the multiple-testing correction, 176 of them with a negative sign. The 15 positive ones are single markets or fractals with a wide zone (t 2.2 to 3.6), none of them in the primary specification.

The holdout ran exactly once. A cluster counted as confirmed only if both differences were positive, real minus placebo and additionally against the random market, each with t ≥ 2. No level meets that. The ONR high again sits significantly below the placebo (−2.1 percentage points, t −4.0). The only positive sign, the prior-day low with +1.1 points (t 1.7), is not significant and was negative in the search period (−0.8, t −1.8).

What it means

The small cluster around the line is real as a count: 7 to 25% more turning points than at a level next to it. But it comes from price spending more time near the overnight high and the prior close, and a random market produces it just the same. The eye sees the turning points at the level because it does not count the turning points next to it. Per visit there is no surplus, if anything a small deficit. A fade at the zone would therefore have no more reversals to expect than a fade at a random level. We did not run a trading test for that reason.

Limits

  • CFD minute data (BID), no futures. US CFDs have no quotes from 16:15 to 18:00 ET, so the night is incomplete there. ONR levels exist only on days with at least 550 overnight minutes: in the search period about 61% of the DAX and FTSE days and about 63% of the US days, in the holdout almost all.
  • “Turning point” is a definition. We tested zigzag from 0.10 to 0.25 ATR and fractals, zones from 0.03 to 0.10 ATR. Other definitions (candle patterns, volume) are not tested.
  • The count is retrospective. A pivot is only fixed after the counter-move. That is deliberately the optimum for the claim, and even so nothing shows.
  • Explanation open. The small deficit per visit may partly come from real levels being visited more often at the start of the day, when price runs through. We did not break that down, because it does not change the question.
  • Not tested: level clusters (ONR high near the prior close), time-of-day dependence, trend days, other markets (CAC, SMI, Asia), gold and FX.

All pattern families of the scan in the overview. Related: Fibonacci zones against the random walk, the random yardstick, the overnight drift.


Disclaimer: Historical statistics are no guarantee of future market behaviour. This study is not investment advice. Trading carries a risk of loss up to total loss.