Showing posts with label ORB. Show all posts
Showing posts with label ORB. Show all posts

Saturday, October 24, 2026

The 5-Minute Opening Range Breakout (ORB) Strategy | Carlo Zarattini et al.

A popular day-trading strategy is the n-minute Opening Range Breakout (ORB), with 5-, 15-, 30-, and 60-minute variants. It defines the Opening Range by the high and low of the first n-minutes, then enters a trade when price breaks above or below that range.
 
5-Minute ORB Long and Short Entry Levels.
 
Zarattini et al. identify the 5-minute ORB as the most profitable S&P 500 strategy, using the 9:30–9:35 a.m. ET Opening Range:
►Bearish Opening Bar: Go short if it closes below its open; hold even if price breaks above the Opening Range.
►Bullish Opening Bar: Go long if it closes above its open; hold even if price breaks below the Opening Range.
►Doji Bar: No trade if the close equals the open. 

Equity curves for S&P 500 buy-and-hold (red) versus long/short ORB trading using 5-, 15-, 30-, and 60-minute ranges. COMBO (black) is equally weighted across all four. Period: 2016–2023; initial capital: $25,000; commission: $0.0035 per share. 

S&P 500 buy-and-hold vs. long/short day trading the 5-, 15-, 30-, and 60-minute ORBs. COMBO is equally weighted across all four. Period: 2016–2023; initial capital: $25,000; commission: $0.0035 per share. 
►Entry: Buy-stop at a bullish bar's high; sell-stop at a bearish bar's low.
►Stop Loss and Exit: Stop at 10% of ATR from entry; otherwise, exit at 4:00 p.m. ET.
►Position Sizing: Risk approximately 1% of account equity per trade.
►Performance: Outperforms longer ORB time frames and buy-and-hold. 
 Reference:

 » My Day Trade Secret: HTTC — Hold To The Close.
 « 
[ Zarattini et al.’s 5-Minute ORB Strategy may perform even better when restricted to Toby Crabel
narrow-range days (NR7 and IDnr4) and/or refined with ICT Entry Models and Time Macros. ]

Friday, September 25, 2026

George Cole and the Discovery of Pivot Points for Day Trading | Toby Crabel

The daily support and resistance lattice that most day traders treat as folk knowledge was first set down in 1936 by George William Cole (1870–1937), though he rarely gets credit for it. Cole was the first author to publish the formula now called Classic or Floor Pivots. Toby Crabel himself uses these pivot levels—not as a standalone system, but as one layer in a larger map of reference points.

"Before the many books and derivations of pit trader's numbers, there was George Cole in 1936. He was the first author to write about the formula so many day traders use now, most of whom have no idea where it originated. I haven't seen any contemporary authors credit Cole for it. Fair enough, the method works well, and the numbers are good reference points for structure in the market. It’s worth knowing where they sit each day in whatever you're trading."

 Cole self-published Graphs and Their Application to Speculation (a sequel to his 1928
book Successful Speculation: A Business) the year before he died, and Donald Mack
reprinted it
in 1998
in the Financial Times / Pitman Traders' Masterclass series.

Cole was not creating a simple day-trading cheat sheet. He wanted speculation to operate like a profession: charts as a visual map of mass psychology, a "law of occurrence or recurrence" in commodity prices, and human judgment required to pull the facts together. That is 1930s technical analysis in the Wyckoff family—slow, pictorial, and commodity-first. On subsequent literature, Crabel is blunt, and he names names:

"Almost all short-term traders have explored these numbers. Larry Williams called them his own. John Hill, Fisher, and Ochoa each added something to them. Carter and Person use them too. I saw traders on the floor in the '80s carrying their "Green Sheets" into the pit, and these numbers were the dominant feature on them. It’s safe to say most traders know about them and have built systems around them, so it pays to know where they sit if you want a read on the market’s mind throughout the day."⁠

These details matter. By the 1980s, the formula was no longer just a book idea; it had become pit infrastructure.

»
 Huh! that fellow is a 'chart trader.'
« 
 
Two Different "Pivots," Often Smashed Together
► Structural and Swing Pivots: A high with lower highs on both sides; a low with higher lows on both sides. Livermore called turning points "pivotal points" and split them into reversal versus continuation. Larry Williams later said he first called those short-term turns "ringed" highs and lows "in deference to the work done in the 1930s by Henry Wheeler Chase." That is swing structure, not a closed-form projection.
► Calculated Floor Levels: Yesterday's high, low, and close, printed into today's map before the open.
 

This is what Crabel means by Cole numbers (15-minute E-mini NASDAQ-100 of January 29, 2024): "R4 to S4 including the pivot (p), are all Cole numbers. I-1 hi and I-1 lo are yesterday's high and low. The two-day high (2 day hi), the all-time high (ath), and swing low (1 day sw lo) are also an important part of market structure."⁠ 

John Person's lineage credits Chase with the formula and Williams with its 1979 revival. The honest history involves two 1930s names, an unread reprint, a popularizer, and a floor practice that was already regarded as "secret numbers" when Person walked onto the CBOT. Crabel is likely right that Cole printed the arithmetic first. Person is likely right that the pits treated it as inherited craft. Neither invented the market’s habit of defending yesterday’s range.

The Formula Without Mysticism 
   Let H, L, C be the prior session's high, low, and close.
 
R4 and S4 are further range multiples, which Crabel plots. PP is the typical price (High + Low + Close / 3). R1 and S1 reflect the opposite extreme through that typical price, while R2 and S2 add or subtract the full prior range. Variants exist simply because people keep reweighting those same three numbers: Woodie doubles the close; Fibonacci stacks 0.382/0.618/1.00 of the range off the Pivot Point; Camarilla builds tight fade and breakout rails off the close; DeMark flips the calculation depending on whether the prior bar closed above or below its open. None of this is new physics. It is a daily map printed from a finished bar. 
 
How Crabel Uses the Numbers
He does not treat Cole levels as a system in themselves. He views them as a "predetermined" framework that sits next to a "dynamic" one:

"These are all predetermined price levels. Once the market opens, there are dynamic reference points to factor in too, and I cover those elsewhere. [...] Price will often poke through a high or low before resuming trend, so the action around the previous day's high and low matters."⁠

That last sentence is the core operational rule. The Cole grid provides the scaffolding; the prior high and low are the live walls. A poke-and-fail through yesterday's extreme, in Crabel's framing, tells you far more than a simple tap of R2.

The dynamic half of the map is the work Crabel is known for. In the 1988 Stocks & Commodities series that became his 1990 book, he defined the open itself as the other reference point of the day:

"Opening range breakout is one of the most important indicators of daily market direction that a trader can utilize. An opening range breakout (ORB) is a trade taken at a predetermined amount above or below the opening range. When the predetermined amount (the "stretch") is computed, a buy stop is placed that amount above the high of the opening range and a sell stop is placed the same amount below the low of the opening range. The first stop that is traded is the position and the other stop is a protective stop."⁠

He was already distinguishing rare trend days from ordinary rotation:

"Early entry is defined as a large price movement in one direction within the first five minutes after the open of the daily session. A study of early entry is essentially a study of price action, and the type of price action that takes place on early entry shows that participants are urgent about entering the market. It is a distinct recognition of either a profitable or dangerous situation. [...] It should be noted that directional moves of this nature are relatively rare and may occur only 10% of the time. Most days (70% to 80%), prices exhibit rotation or choppy action and the first five to 10 minutes of trading are sluggish and directionless without a clear movement away from the opening range.⁠"

The hinge between those two day-types is the principle that still sits under NR4, NR7, inside days, and two-bar and three-bar narrow range:

"The market having a specific nature is constantly changing from a period of movement to a period of rest and back to a period of movement."

 
That is the Principle of Contraction/Expansion. Cole numbers do not tell you which regime you are in; compression plus a move off the open does. Crabel reduced that entire visual tradition to two forces:

"My observations of markets through visual displays of data have led me to a simple conclusion: there are two primary forces at work. One is momentum, which includes the opening range breakout (ORB). The other is mean reversion, which at times can even involve trading in the opposite direction of the ORB. This has always been a useful way to think about markets. But over time, I have come to appreciate that there are many nuances and additional conceptual frameworks that continue to refine this view."⁠

Cole's grid is useful in both regimes. On a rotation day, it marks the likely fade rails. On a momentum day, it marks where the move should pause or accelerate. It does not choose the regime for you.

 
What Changed: The Open Stopped Being the Open
The Cole numbers survived the death of the pit because they do not depend on a clean open. ORB did. Crabel has been explicit about that at length, and the long version is the right one:

"⁠Where's the open? For God's sake. I mean there's so much volume in the 24-hour sessions it's impossible to determine what the open is. So the wonderful thing about open range breakout—back in the day when there were just primary session, domestic session trading—was it was the most vital piece of information, the reference point that you could have. [...] The real problem is where is the reference point? Where the open was a great reference point, but now what other reference points are there in the markets? One is the close of the previous day and the movement off of that."⁠⁠

He has also been careful not to claim invention of the open as a tool—"I didn't invent it"—and to note that Larry Williams was already working the same ground, and was not pleased to see it in print.
 
S&P 500 vs. Daily, Weekly, Monthly, and Quarterly Pivot Levels.
 
What Crabel does claim is the research program: find where order flow concentrates, then trade the imbalance. In the early 1990s, that meant two markers. Now it means a crowd of them:

"⁠In the early nineties I used ORB as a primary, or previous day’s high or low, as a reference point for marking and entering trades. Now we probably have 10 or 15 or maybe even 20 different reference points that exist in any market and different ways of navigating that. [...] The closing of the previous day tends to be much more important now than it ever was.⁠"⁠

Reading the Cole essay against that interview and the layout of Crabel's January 29, 2024 chart, the takeaway becomes obvious. R4 and S4 are the old predetermined lattice. The prior high and low, two-day high, all-time high, and swing low are the reference points that still carry energy now that the open is no longer a single moment.

 
What is Solid, What is Soft
► Solid: The levels are objective and available before the session begins. They establish a sensible bias rule: lean long above PP, lean short below PP, and treat R1 and S1 as the first places the auction should hesitate. Prior-day highs and lows are usually respected more than outer projections because they are actual traded extremes rather than mathematical reflections. Crabel's poke-through-and-fail observation around those extremes remains one of the cleanest intraday tells in trading literature. The green sheets existed because the numbers were shared—and shared levels become structural market points even after their original rationale is forgotten.
►
Soft: The formula does not account for overnight gaps or a Sunday FX open. "Yesterday" is no longer a clean object in 24-hour markets. Outer levels are often wallpaper. Buying S1 and selling R1 as a standalone system is how the method earns its bad name. The edge, when there is one, is confluence: a Cole level + prior high and low + opening range or prior close + the actual swing right in front of you.

That is also why Crabel's credit-where-due note is more than antiquarianism. Cole printed a portable map. The pits made it a common language. Williams, Hill, Fisher, Ochoa, Carter, and Person turned it into product. Camarilla, Woodie, Fibonacci, and DeMark are variants. Crabel's own contribution is the frame around the map: predetermined levels first, then the day’s dynamic reference points, then a decision about whether the session is momentum or mean reversion.

Ochoa's CPR, Cole's Floor/Classic or Traditional, Woodie, DeMark, Fibonacci, Scott's Camarilla.

However, do not give the pivots' arithmetic more metaphysics than it earns. It is a prior-day typical price and a set of reflections. It works when the market is still negotiating yesterday's range. It is noise when the market has already decided today is a different day. The skill is telling those two conditions apart—and that skill, as Toby Crabel keeps repeating, is not in the formula. It is in the structure you put around it.

Reference:
 
Why pivot points work?
Self-fulfilling prophecy.
 Aha!
 
See also:

Tuesday, August 18, 2026

The Evolution of the Opening Range Breakout | Toby Crabel

My observations of markets through visual displays of data have led me to a simple conclusion: there are two primary forces at work. One is momentum, which includes the opening range breakout (ORB). The other is mean reversion, which at times can even involve trading in the opposite direction of the ORB.

The ORB concept should not be discarded, but it must be modified.
 
This has always been a useful way to think about markets. But over time, I have come to appreciate that there are many nuances and additional conceptual frameworks that continue to refine this view. After more than 50 years of trading, one thing is clear: all ideas are subject to revision. Flexibility is required. I do not discard the original intellectual structures when changes are necessary. Instead, the framework evolves and, ideally, strengthens as markets change.
 
The Impact of Electronic Markets
One of the most important revisions to the concept of the opening range breakout came with the transition to electronic trading and nearly continuous global markets. The primary session open no longer carries the same significance it once did. That moment used to concentrate liquidity and information. Today, that effect has been diluted. The concept should not be discarded, but it must be modified.
 
Diminishing ORB Annual Sharpe Ratio 1923-2025.
 
Modifications to the ORB Framework
Over time, several adjustments have proven useful when thinking about ORB and momentum more broadly.
1. Simplifying Entry
In my 1989 book, the entry logic for moves off the open was more complicated than necessary. A simpler approach is to use a percentage of an n-day average range. The exact percentage and lookback period will vary by market and should be explored. Different markets require different thresholds.
 
2. Expanding Reference Points
There are now many valid reference points beyond the open. In some cases, they may be more relevant. Regional closes, or moves of a certain magnitude from any price level, can serve as useful anchors. Observation should guide testing.
 
3. Time of Day
Time of day remains a critical factor. There was once a multi-billion-dollar firm that used the open to 11:00 EST as a primary directional signal. If markets moved consistently in one direction during that window, positions were held over multiple days. That specific behavior has changed, but the broader concept remains. Other periods during the day may now carry similar importance and should be part of the research.
 
4. Day of the Week
Day-of-week effects also deserve attention. Yale Hirsch did extensive work in this area, now continued through The Stock Market Almanac. We have observed, for example, that a gap lower on a Monday can be a dangerous place to initiate short positions. Conversely, momentum later in the week can be quite powerful when markets are active. These tendencies are probabilistic and evolve over time, but they appear to reflect persistent behavioral patterns tied to the structure of the trading week.
 
5. Magnitude and Price Action
The magnitude of the move off the open, along with the nature of the price action, is essential. For discretionary traders, this is critical. To the extent these ideas can be formalized, systematic approaches can benefit as well.
 
6. Prior Market Behavior
The behavior of prior days has a meaningful impact on ORB outcomes. Arthur Merrill's work on simple price patterns, some of which I included in my 1989 book, still has relevance today. These patterns can serve as useful supporting indicators when evaluating momentum.
A Long-Term Perspective on ORB
Below is a basic test of an opening range breakout strategy in its raw form. The system enters at 0.80 time the 10-day average range, with no stops or profit targets, and exits on the next day’s open. While simple, it provides a useful baseline.
 
The study spans more than 100 years, beginning with a single market (wheat) and expanding as additional markets became available. What stands out is a gradual decline in both dollars per contract and Sharpe ratio over time. This reflects a broader reality: markets evolve, and edges tend to diminish.
 
Interpreting the Data
Markets in the study are equally weighted as new ones are added. This is not realistic for large-scale trading, where position sizing must be adjusted, but it is sufficient for understanding long-term behavior.

» No edge remains static. Markets evolve. «
 
The tables include: number of contracts traded, total profit, percentage return, dollars per contract, maximum drawdown, return-to-drawdown ratio, Sharpe ratio, Sortino ratio, standard deviation, trades per year, number of markets. Totals are provided at the bottom.
 
Final Thought
The most important lesson is not the strategy itself. It is that no edge remains static. Markets evolve. What worked in one regime will weaken in another. The advantage comes from continuing to observe, test, and adapt.
 
Quoted from:

Saturday, July 19, 2025

"Bull Hook" Toby Crabel Price Pattern in the S&P 500

The Toby Crabel Bull Hook pattern, present on July 18 (Fri), in the S&P 500 Cash Index, implies a potential short-term upward move for trading starting July 21, 2025. 
 
A Bull Hook happens when a bar has a lower range than the previous one, with its opening price
higher than the previous bar’s high and its closing price lower than the previous bar’s close.
 
Price action created the narrowest range of the last 8 days with a lower daily close. The daily bar has a "hook" shape (a bull flag on lower timeframes), hinting at a potential reversal to the upside due to consolidation and a shift in sentiment. The Bull Hook pattern is generally bullish, opening above the previous day's high and closing lower with a narrowing range. It's often followed by upward price moves in the days after. 
 
A recent analysis by Ali Casey provides additional insights. The Bull Hook pattern has limitations, including its better performance in trending or volatile markets, the potential for false signals and losses in some cases, and its reliance on precise execution, which can be influenced by news or macroeconomic events.
 

Sunday, July 13, 2025

"8 Bar Narrow Range" (8BNR) Toby Crabel Price Pattern in the NASDAQ

The 8 Bar Narrow Range (8BNR) is a technical trading pattern developed by Toby Crabel, introduced in his book "Day Trading with Short Term Price Patterns and Opening Range Breakout". 
 
 
It is part of his framework of price action patterns that focus on periods of volatility contraction (narrow price ranges) as precursors to potential volatility expansion (significant price movements). Here's an explanation of what the 8BNR pattern suggests and its implications for traders:

The 8BNR pattern occurs when the 8-day range (the difference between the highest high and the lowest low over an 8-day period) is the narrowest range compared to any other 8-day period within the last 40 trading sessions. This indicates a period of low volatility or price consolidation, where the market has been trading in a relatively tight range over the past eight days compared to recent history.

The 8BNR signals a potential breakout, but it does not specify the direction. Traders often use the pattern in conjunction with Crabel’s ORB strategy:
 
Long Trade: Place a buy stop order at the open price plus the "stretch" (a calculated value based on the 10-day simple moving average of the smaller difference between the open and high/low).
Short Trade: Place a sell stop order at the open price minus the stretch.
 
Crabel’s research suggests that breakouts are more likely to be profitable if they occur early in the trading session. Trades triggered later in the day carry higher risk and may warrant smaller position sizes or avoidance of overnight holds. The 8BNR is more reliable when it occurs after a clear trend or during a pullback in a trending market. Multiple narrow range patterns in close proximity (e.g., consecutive NR7 or 3BNR, 4BNR, 8BNR days) may indicate congestion, reducing the reliability of the breakout.


Like all technical patterns, the 8BNR is not foolproof. False breakouts, market noise, or unexpected events can lead to losses. Traders should avoid mechanical application and incorporate additional technical or fundamental analysis to confirm signals. Always combine the pattern with other market analysis for best results.