Daily highs and lows showed a clear tendency to form near the open and close.
A standard trading day consists of 26 fifteen-minute windows. If the high and low were distributed randomly, each window would account for roughly 3.8% of the observations. They are not distributed randomly.
Two windows tower over the other 24: the opening bar, 9:30 to 9:45 AM, and the closing bar, 3:45 to 4:00 PM.
The opening 15 minutes held the day’s low 20.4% of the time and the day’s high 16.5%. The closing 15 minutes held the high 17.2% and the low 11.3%. Between them, those two windows account for roughly a third of every high and every low in the sample, out of 26 possible windows.
Everything in the middle is shallow. From late morning through early afternoon, a typical 15-minute window holds the high or low only 1.5% to 2.5% of the time, below the 3.8% you would see if timing were random.
| 15-minute window | Held the high | Held the low |
|---|---|---|
| 9:30 – 9:45 AM (opening bar) | 16.5% | 20.4% |
| 9:45 – 10:00 AM | 6.8% | 7.7% |
| 12:15 – 12:30 PM (typical midday) | 1.1% | 1.7% |
| 3:30 – 3:45 PM | 3.8% | 3.5% |
| 3:45 – 4:00 PM (closing bar) | 17.2% | 11.3% |
| Any single window, if random | 3.8% | 3.8% |
Lows cluster toward the open. The first 15 minutes alone account for one low in five, and the full first hour captures roughly 38% of all session lows. Overnight news and the opening auction get repriced fast, so the day’s floor is often in before 10:30 AM.
Highs, by contrast, cluster toward the close. The final 15-minute bar produces more highs than any other interval, with buying pressure building through the afternoon and into the 4 PM bell. The index’s long-term upward drift, combined with concentrated end-of-day flows, pushes the high later in the session.
Trading activity drops sharply around lunch. With fewer shares exchanging hands, ranges compress and the day’s high or low is rarely established between roughly 11:30 AM and 2 PM.
For a 0DTE trader, the timing matters as much as the direction. The day’s low most often prints in the first 15 minutes, so an early plunge is frequently the floor rather than the start of a trend. The high tends to come late, with the closing bar the single most common spot for it. The quietest place to look for either extreme is the lunch hour.
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