The open is not easier to call. It is easier to see.

Across 1.68 million bars the opening half hour moves 2.5 times as far as mid-afternoon. The share of moves that go up barely changes all day.

In short

  • Over 1,679,763 decision points, the median 15-minute move at 09:30 is 2.5 times the size of the one at 14:30, measured against the same yardstick carried over from previous sessions.
  • Direction does not follow that curve at all. The share of decision points closing higher stays between 50.9% and 52.9% across every half hour of the session, with no matching shape.
  • So on the measures we tested the open is not more predictable, it is more legible - the outcome is large enough to be worth reading, which is a property of the chart rather than of the reader.
  • Our own question bank draws least from the most legible half hour of the day, because a question needs visible history before it can be asked. That tension is real and we have not resolved it.

Two of our recent studies had a hole in them, and the last one said so out loud: nothing before 11:10 ET was in scope. The rules needed twenty bars of volume history and fourteen of ATR, and by the time those exist the morning is over.

That is an awkward blind spot for a site about intraday chart reading, because the opening period is where a great deal of intraday trading happens. So this study exists to fill it, and the answer turned out to be more interesting than "the open is different, as everyone says".

Making the open measurable at all#

The obstacle is the yardstick. Almost everything we publish is normalised by ATR — a move means nothing until you know whether it is large for that symbol, on that day. But a rolling same-session ATR has two problems at 09:35, and only one of them is the obvious one.

The obvious problem is that it does not exist yet. The subtler one is worse: the opening bars are the most volatile of the day, so a window that starts at 09:30 is measuring the open with a yardstick the open itself just stretched. Any "the open is normal, actually" finding could be manufactured that way.

So the normaliser here is the mean true range over the previous five complete sessions, known before the bell and untouched by the day being measured. Every bar from 09:35 onward is in scope.

One consequence to state up front: this is not the same estimator as the one in our horizon piece, so band shares are not directly comparable between the two studies. Same word, different measurement.

What changes across the day, and what does not#

1,679,763 decision points, 22 US equities and ETFs, every half hour of the regular session.

The first thing changes enormously. The median absolute 15-minute move is 1.379 ATR in the opening half hour and 0.552 ATR between 14:30 and 15:00 — two and a half times the size, on a yardstick that is identical for both because it was fixed before either happened.

Expressed as the share of decision points whose next fifteen minutes lands in the 1–3× ATR band the question bank selects for — big enough to be more than noise, small enough not to be a shock:

Share of decision points whose next 15 minutes lands in the readable band
09:30-10:00 45.67%
10:00-10:30 43.46%
10:30-11:00 39.99%
11:00-11:30 35.08%
11:30-12:00 31.02%
12:00-12:30 27.28%
12:30-13:00 25.65%
13:00-13:30 25.28%
13:30-14:00 24.39%
14:00-14:30 23.78%
14:30-15:00 23.45%
15:00-15:30 25.04%
15:30-15:45 34.16%
The band is 1–3× the symbol's ATR carried over from the previous five complete sessions — below it the next fifteen minutes is inside the noise, above it the move is a shock. The opening half hour is nearly twice the mid-afternoon trough. Direction does not follow the same curve: over the same buckets the share of decision points closing higher stays between 50.9% and 52.9% with no matching shape. The last bucket covers 15:30–15:45 only, because a 15-minute outcome window after 15:45 runs past the close. SwipeTA session-readability study: 1,679,763 decision points across 22 US equities and ETFs, 5-minute bars, regular session, 2022-03-07 to 2026-06-30. Measured 2026-08-16; script and output at research/session_readability.py.

A clean U. It falls from 45.67% at the open to 23.45% in the mid-afternoon trough, then recovers to 34.16% into the close.

Now the second thing. Here is the share of those same decision points that closed higher fifteen minutes later, over the same buckets:

09:30 10:30 11:30 12:30 13:30 14:30 15:30
Closed higher 51.11% 50.88% 51.19% 51.92% 51.68% 51.64% 52.21%

Across all thirteen buckets the range is 50.88% to 52.88%, and the shape has nothing in common with the curve above. Whatever makes the open dramatic, it is not making it point one way more reliably than 2pm does.

We also tested the naive read — call the same direction as the bar you are looking at — bucket by bucket, each against the rest of the session with symbol, year and volatility held fixed. The opening half hour comes out +0.43 points better than the rest of the day (p = 0.0014), and the whole range across every bucket is −0.59 to +0.43. Those are the same half-point effects we spent an entire article on, and the same conclusion applies: detectable at 1.68 million observations, invisible to a person.

Legible is not the same as predictable#

That distinction is the whole finding, and it is worth separating carefully because the two get conflated constantly.

Legibility is a property of the chart. Did the next fifteen minutes produce a move large enough that being right about it would have meant something? At 09:35, yes, about 46% of the time. At 14:35, about 23%.

Predictability is a property of the relationship between the chart and the future. Given what was on screen, how much better than a coin can a reader do? On the two measures available here — the raw direction split, and one naive read scored against the rest of the session — the opening half hour was not meaningfully easier to call than the afternoon. That is a narrower statement than "the open is unpredictable", and it is the one the data supports.

Both matter and they are not interchangeable. A market that moves a lot is not thereby easier to call — it is a market where calls are worth more when right and cost more when wrong. The morning is not a better time to be right. It is a more expensive time to be wrong.

This is also why "the open is different" survives as folklore while being hard to pin down. It is different, unmistakably and by a factor of two and a half. The difference is simply not located where people usually look for it.

The part that is inconvenient for us#

Here is a tension in our own product that this measurement makes worse rather than better.

The question bank draws least from the opening half hour. Across the 10,000 published questions the open bucket holds around 1,200 against roughly 2,200 for every other part of the session, and the reason is mechanical: the generator will not ask anything until at least six five-minute bars are visible, because a chart with four candles on it is not a question, it is a coin toss with decoration.

So the most legible thirty minutes of the trading day is the thirty minutes we can show you least of. Both constraints are real — a question needs visible history, and the open produces the highest share of questions whose outcome is materially sized — and they pull against each other. We have not resolved it. We have written it down here so that the next person to look at the session mix knows it is a trade-off rather than an oversight.

What this does not say#

Not that you should trade the open, or avoid the afternoon. Nothing here measures outcomes with a stop, a target, costs, or any position management — a bigger move is not automatically a better trade, and for many approaches it is a worse one.

Not that the open is easier. The direction numbers do not support that — the opening half hour is not pointing the other way, it is simply sitting with everything else — and the one nominally positive result for it is four tenths of a percentage point.

And not that this generalises past its sample: 22 US equities and ETFs on 5-minute bars from 2022 to 2026, a single 15-minute horizon, close to close. The final bucket covers 15:30–15:45 only, because a fifteen-minute outcome window after 15:45 runs past the closing bell — its share is not comparable with the full half hours around it.

What it does say is narrow. Time of day changes how much the next move is worth reading. It barely touches the directional predictability we were able to measure. If you have ever felt sharper in the morning, the measurement offers a less flattering explanation than skill: the questions were louder, not the answers clearer.

SwipeTA is a training game and a simulation: no real money, no broker, and it does not provide investment advice. The parameters behind our measurements are on the methodology page.

Sources#

  • SwipeTA session-readability study, measured 2026-08-16: 1,679,763 decision points across 22 US equities and ETFs, 5-minute buckets from cached 1-minute bars, full regular session, 2022-03-07 to 2026-06-30. Every per-bucket figure, the carried-over ATR estimator and the stratified comparison against the rest of the session come from this run. Script and output: research/session_readability.py and results/session_readability.json in the public research repository https://github.com/BOHARRY/swipeta-research (MIT / CC BY 4.0).
  • SwipeTA question bank, publish run 2026.07.20: the session mix of the published questions, and the MIN_VISIBLE = 6 five-minute bars the generator requires before it will ask anything. Read from the run's stats output on 2026-08-13.
  • https://www.swipeta.net/methodology
  • https://www.swipeta.net/learn/why-the-next-15-minutes-and-not-the-next-5-or-the-next-120