Showing posts sorted by relevance for query ORB. Sort by date Show all posts
Showing posts sorted by relevance for query ORB. Sort by date Show all posts

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, 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. ]

Wednesday, October 14, 2026

Trading Toby Crabel Patterns

Toby Crabel is a short-term futures trader and the author of Day Trading With Short Term Price Patterns and Opening Range Breakout (1990), a now out-of-print book that defined daily range patterns and the opening-range breakout strategy that made his approach influential among short-term traders. He later founded Crabel Capital Management, a systematic trading firm. 
 
The tighter the range, the better the breakout from it.
The table above shows the results of the Crabel Pattern Scanner for ES, NQ, YM, BTC, GC, and CL, run on Tuesday, October 13, at 5:30 p.m. and valid for the next New York trading session on Wednesday, October 14. The E-mini S&P 500 closed with an NR7 and 3BNR pattern, marking the narrowest range in 96 trading days. Of all the instruments displayed, it would have been the best choice for a breakout trade in the next session.
The Tighter the Range, the Better the Breakout From It
In his book, Crabel examined whether relationships among the open, high, low, and close could reveal repeatable, tradable patterns. He presented computer-tested answers to common short-term trading questions across five sections: opening-range breakouts; short-term price patterns; expansion and contraction patterns; combinations of price patterns with expansion and contraction; and openings and closings within different segments of a price bar.
► Contraction occurs when a range stops expanding: a narrow-range (NR) bar, an inside day (ID), or several consecutive bars of either type, with the tightest range at the end of the contraction. 
►
Expansion is the breakout from that range, entered at the next open. A wide spread (WS) reading indicates that the breakout has already carried price beyond the prior range.
»  Small Ranges Beget Large Ranges; Large Ranges Beget Small Ranges. «
S&P 500 E-mini Futures (daily bars): Narrow Range 4, 5, and 7 Days (NR4, NR5, NR7), Inside Days (ID).

These are the contraction and expansion patterns defined by Crabel: 

NR (Narrow Range): A price bar whose range is narrower than the previous bar. Its opposite is WS. Next to NR4, NR5, and NR7 it is technically NR2.

NR4 (Narrow Range 4): A price bar whose range is narrower than each of the previous three bars, marking the narrowest range in four bars. Its opposite is WS4. NR, NR5, and NR7 are also closely watched patterns.

NR5 (Narrow Range 5): A price bar whose range is narrower than each of the previous four bars, marking the narrowest range in five bars. Its opposite is WS5. NR, NR4, and NR7 are also closely watched patterns.

NR7 (Narrow Range 7): A price bar whose range is narrower than each of the previous six bars, marking the narrowest range in seven bars. Its opposite is WS7. NR, NR4, and NR5 are also closely watched patterns.

WS (Wide Spread): A price bar whose range is wider than the previous bar. Its opposite is NR. Next to WS4, WS5, and WS7 it is technically WS2.

WS4 (Wide Spread 4): A price bar whose range is wider than each of the previous three bars, marking the widest range in four bars. Its opposite is NR4. WS, WS5, and WS7 are also closely watched patterns.

WS5 (Wide Spread 5): A price bar whose range is wider than each of the previous four bars, marking the widest range in five bars. Its opposite is NR5. WS, WS4, and WS7 are also closely watched patterns.

WS7 (Wide Spread 7): A price bar whose range is wider than each of the previous six bars, marking the widest range in seven bars. Its opposite is NR7. WS, WS4, and WS5 are also closely watched patterns.

ID (Inside Day): A bar whose high is below the previous high and whose low is above the previous low, so the session sits inside the prior bar.

OD (Outside Day): A bar whose high is above the previous high and whose low is below the previous low, so the session takes out both sides of the prior bar.

IDnr4 (Inside Day Narrow Range 4): An inside day that is also an NR4. The bar sits inside the prior bar, and its range is narrower than each of the previous three bars.

2BNR (2 Bar Narrow Range): The two-bar range, higher high minus lower low, is the narrowest two-bar range of the last 20 sessions.

3BNR (3 Bar Narrow Range): The three-bar range, higher high minus lower low, is the narrowest three-bar range of the last 20 sessions.

4BNR (4 Bar Narrow Range): The four-bar range, higher high minus lower low, is the narrowest four-bar range of the last 30 sessions.

8BNR (8 Bar Narrow Range): The eight-bar range, higher high minus lower low, is the narrowest eight-bar range of the last 40 sessions.

Bear Hook: An NR with the open below the previous bar's low and the close above the previous bar's close.

Bull Hook: An NR with the open above the previous bar's high and the close below the previous bar's close.

Stretch: The 10-session average of the smaller open-to-extreme distance, open to high or open to low. It sets the distance for an ORB or ORBP entry and stop.

Wait for NR4, NR5, NR7, ID, IDnr4, and xBNR. At least one of them shows up on 42% of trading days.
The table above shows the Crabel Pattern Occurrence in the E-mini S&P 500, 2020 to Date (absolute count and percent of 1,756 sessions, January 2, 2020 through October 16, 2026): Each bar is that count, scaled to the largest. A longer NR, WS, or xBNR is not also counted as the shorter pattern it contains.
● The wide side, including 250 (14.2%) WS7 sessions, is an expansion that has already printed. Those days are stood aside.
● A day that is only narrower than yesterday (NR) is about half the sample, so that wait barely selects. The contractions worth taking are the deeper ones. 
● NR7 occurred 284 times (16.2%), one session in six, and that is the narrow day Crabel tested: a two-sided opening-range breakout at the next open. 
● An inside day (ID) occurred 201 times (11.4%). 
● IDnr4, an inside day that is also an NR4, occurred 120 times (6.8%), about eighteen a year, and that was the combination Crabel preferred. 
● Each of 2BNR through 8BNR landed on about 4 percent of sessions, 65 (3.7%) to 82 (4.7%) times. Those longer rests also take a two-sided breakout, and they can fall on the same day as an NR7 or an IDnr4, so the counts are not extra trades. 
● NR4, NR5, NR7, ID, IDnr4, and xBNR: At least one of them shows up on 42% of trading days.

 Crabel Pattern Occurrence Stats for ES, NQ, YM, BTC, GC, CL, and NG, 2020 to date. 

 Crabel Pattern Occurrence Stats for FX Majors, 2020 to date.

► The pattern forms yesterday; the trade is taken in the next session. 

ORB (Opening Range Breakout): A trade at a preset distance (Stretch) off the opening range. The first side to trade is the position.

ORBP (Opening Range Breakout Preference): The same trade, taken in one chosen direction only.

Stretch is the entry distance, not a setup. The opening range is the first 30 seconds (In the glossary of Crabel's 1990 book, the Opening Range is the first thirty seconds of trade each day. The buy and sell stops sit one Stretch beyond that high and that low. The first hour is a different measure. Crabel calls that the Pioneer Range, and for stock indexes it runs from the open to 1:30. That is not the range the ORB stops are measured from.) A buy stop goes one Stretch above that high and a sell stop one Stretch below that low. On an ORB the first stop filled is the trade and the other stop is the protective stop. On an ORBP only the preferred side is working; if price trades Stretch the other way first, cancel, and place the protective stop only after the fill. Later tests in the book often used a fixed distance off the open and flattened on that day's close so every test shared one number. The operating rule is Stretch off the opening range.

NR, NR4, NR5, and NR7 do not pick a side. Take a two-sided ORB the next day. NR7 is the case he tested bar by bar: entry off the open, out on the close, and those trades beat an ORB taken on any day. ID is the same two-sided ORB, unless the market is already running, in which case drop the against-trend stop and take ORBP with the run. IDnr4 is the preferred case. It beat ID alone, NR4 alone, and an ORB on any day, and it is best when it ends a run of closes already pointing one way. 2BNR, 3BNR, 4BNR, and 8BNR are the same idea over a longer rest. Crabel defines all four. The longer the congestion, the more it is a springboard. He did not publish the same tick tests for these as for NR4 and NR7.

Hooks pick the side, so use ORBP. After a Bear Hook, sell only. Do not buy it. The exception is a gap up that holds through mid-session. After a Bull Hook, prefer the buy, and treat it as the weaker of the two. It is better if the next open is below the hook close; once that close is traded, upside continuation is the expectation. A fast move against the bias means stand aside.

WS, WS4, WS5, and WS7 are the expansion the contraction was waiting for, not a fresh setup. WS7 is momentum. An OD is the same class: both sides of the prior bar were already taken out. A True in those rows means the breakout day already happened.

► There is no fixed price target. The tested edge is the close of the entry day. A two- or three-day hold is allowed only if that session is already substantially profitable. 

► The ideal fill is in the first ten minutes, with the open as one extreme of that thrust. A large move in the first fifteen minutes is an Early Entry, and continuation is the normal case. 

► Move the stop to flat within an hour; on the S&P he used five to ten minutes. If price does not leave the entry, the trade is suspect. Scale out with more than one contract and trail the rest. 

► A fill late in the day is the worst entry; cut the size as the session ages, or skip it. If you miss the break, one or two entries on a 3/8 to 1/2 retracement of the range already made are allowed, with the stop beyond the 5/8 level. A third retracement is not. 

► Whichever side of Stretch trades first is the bias for the next two or three hours, even with no position. Do not fade that first move unless it is against the intermediate trend and the pattern agrees with the trend. 

 
Crabel Pattern Scanner results for October 14, 5:30 p.m. ET: Crude Oil closed with an NR7 pattern, marking the narrowest range in 32 trading days. Of all the instruments displayed, it would have been the best choice for a breakout trade in the next session.
Trading the Opening Range Breakout: Strictly Following Crabel (1990)
The Opening Range Breakout is a day trade taken the session after a contraction. Yesterday's bar serves as the setup. For example, the October 14, 2026, end-of-day Crude Oil daily bar exhibited an NR7 pattern, with the narrowest range in 32 trading days, as shown in the Crabel Pattern Scanner table above. The trade is entered at the next session’s open on October 15 at 9:00 a.m. ET. The system is the order. The strategy is which days to use it, and how to manage it once it is on.
 
 
► The Day Before: An ORB after a narrow day beat an ORB taken on any day. The session before should be a contraction: NR, NR4, NR5, NR7, an inside day, or a longer rest such as 2BNR through 8BNR. Those do not pick a side, so the next session is a two-sided ORB.

IDnr4 is the case Crabel liked best. It beat an inside day alone, an NR4 alone, and an ORB on any day. An inside day in a market that is already running is not two-sided. Drop the stop against the run and take ORBP with it. A gap in the direction of that run is continuation. If the break fires the other way, do not take it.

Hooks pick the side. After a Bear Hook, sell only. The exception is a gap up that holds through mid-session. A Bull Hook prefers the buy and is the weaker of the two. It is better if the next open is below the hook close. A fast move against the hook means stand aside.

A wide day is not a new setup. WS and an outside day mean the expansion already happened. An upthrust, a spring, or a sharp reversal is followed with ORBP in the direction of the reversal for at least two days, if that direction agrees with the intermediate trend.

► Before the Open: Stretch is fixed before the open. For each of the last ten sessions, take the smaller distance from that day’s open to its high or to its low. The average of those ten numbers is Stretch.

Choose the order from the pattern. ORB is two-sided. ORBP (Opening Range Breakout Preference) is one side only, used when the pattern or a running market has already named the direction.

► The Open: The opening range is the first thirty seconds. A buy stop goes one Stretch above that high. A sell stop goes one Stretch below that low.

On an ORB both stops are working. The first one filled is the position. The other becomes the protective stop. 

On an ORBP only the preferred side is working. The protective stop is placed after the fill. If price trades one Stretch the other way first, cancel. The preference is gone.

October 16, 2026 morning's ES session, the day after an NR, and the order of the trade. The shaded column is the 9:30 minute, standing in for the first 30 seconds. Stretch was 11.93. The sell stop at 7,783.25 filled at 9:40. The buy stop at 7,815.25 was never traded, so it is the protective stop.

October 15, 2026 daily Gold bar was an NR, so the morning of October 16, 2026 was a two-sided opening-range breakout. The day session opens at 8:20 a.m. ET. Stretch was 19.01. The 8:20 minute ran 4,196.1 to 4,198.6. One Stretch beyond that is a sell stop at 4,177.1 and a buy stop at 4,217.6. The sell filled at 9:21, so the buy became the protective stop. That stop was traded at 10:23. Unlike the ES short, this one was stopped out.

Note: The ES and Gold charts above are illustrative examples demonstrating the principles of the Opening Range and the Stretch. NR days are the weakest among narrow-range days, so prioritize NR4, NR5, NR7, ID, IDnr4, xBNR, or any combination of these higher-grade setups when trading Opening Range Breakouts.

Wednesday, October 14, was NR7 on the CL future, the narrowest range in 32 sessions. Thursday, October 15, was a two-sided breakout off the 9:00 a.m. open. Stretch was 0.92. The 9:00 minute ran 93.91–94.04. The buy at 94.96 filled at 10:08. The sell at 92.99 was not traded. The 2:30 close was 96.44, a profit of $1,480 on one CL contract (risk/reward 0.75 to 1). Candles are five minutes. The range lines are that one 9:00 minute.

► After the Fill: The best fill is in the first ten minutes, with the open as one extreme of that thrust. On the S&P he expected the getaway in five to ten minutes. Move the stop to flat within an hour, sooner in a market that trends easily. If price does not leave the entry, the trade is suspect. Cut the size as the session ages. A fill near the close is the worst entry.

There is no fixed price target. The tested exit is the close of the entry day. A two- or three-day hold is allowed only if that session is already substantially profitable. Otherwise it is a day trade. With more than one contract, take some off and trail the rest.

In the book's tests Crabel often dropped Stretch and used one fixed distance off the open, then flattened on the close, so every pattern could be compared with the same number. The rule for trading it is still Stretch off the opening range.

► If the Break is Missed: If the early break is missed, one or two entries are allowed on a retracement of three-eighths to one-half of the range already made, with the stop beyond the five-eighths level. A third retracement is not.
 
► If no Trade is Taken: The first side of Stretch to trade is the bias for the next two or three hours, even with no position. Do not fade that first move unless it is against the intermediate trend and the pattern agrees with the trend.
 
Lesson Learned 
Small Ranges Beget Large Ranges; Large Ranges Beget Small Ranges is the axiom of market behavior—the eternal rhythm of contraction and expansion. Crabel's original Stretch is simply too tight for today's more volatile intraday markets, leading to premature entries, stop-outs, and unacceptable risk-reward ratios. 

In near-24-hour, algorithm-driven globalized markets, when exactly is the Open, and when to enter a trade—in the Asian, London, or New York session? Crabel himself, Michael Huddleston, Carlo Zarattini et al., and others, have addressed this issue, developing profitable strategies to determine why, when, and where to enter and exit a position. 

» 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.

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. 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. «

Crabel (1989/90) vs. Concretum (2026): Thirty seconds needs Stretch beyond it. Five minutes already
contains that noise. Either way, a break of the open taken every day does not pay for itself. 
 
what's stopped working, and what the data says now.

See also:
 

Thursday, April 26, 2012

Definition of Price Patterns | Toby Crabel

A range that has stopped growing is more likely to be left behind by the next open than a range that has already expanded. That is the whole idea. Toby Crabel spent the 1980s turning it into definitions a trader could mark on a chart and test. The narrow day is the contraction. The break of the next opening range is the expansion. A wide day means the expansion has already happened, and taking the same breakout afterward is a way to lose the edge.
 

The innovation was not a new indicator. It was a control. Crabel took the identical opening-range trade after a contraction, after an expansion, and on any day at all. The any-day trade shows what a breakout is worth without a pattern. Everything else is judged against that benchmark. He also fixed the entry distance, so a win after a narrow day and a win after a wide day counted as the same kind of win. Without that control, the patterns are stories. With it, they become a method, published in his 1990 book, 
Day Trading With Short Term Price Patterns and Opening Range Breakout. In what follows, every pattern is defined in Crabel's own words. The trade is never taken on the bar that just qualified. That bar establishes the setup. The order is placed for the next session.
 
Toby Crabel 
William Toby Crabel was born in 1955. Before entering the markets, he played tennis: three years on the professional tour, a place in the men’s doubles at the 1980 French Open, and, before that, an All-American college career. The habit tennis left him was repetition under rules. Trading came alongside it. He was already active in the markets by the mid-1970s, while studying finance.

In 1980, he joined RB&H Financial Services in Chicago and traded customer accounts at his own discretion. The floor of the Chicago Mercantile Exchange provided the correction. What the locals did in the first minutes after the open looked repeatable. He stopped treating it as feel and started writing it down. The notes became a commodity letter, The Active Trader, distributed to floor traders, followed by a series of research reports under the name Market Analytics. In 1987, he formed Toby Crabel & Co., a sole proprietorship that became Crabel Capital Management. In 1990, Traders Press of Greenville published the reports as Day Trading With Short Term Price Patterns and Opening Range Breakout. The book is the pattern library and the tests.

In the early 1990s, he worked in research and trading for Victor Niederhoffer while maintaining a small customer book of his own. He left to run the strategies himself. In 1992, he launched Crabel Diversified Futures and spent the following years removing discretion from the ideas: the same research, expressed as rules, with software generating the trades. In 1998, the firm launched Crabel Multi-Product, built on those legacy strategies. For a time, the operation was based in a house in River Hills, Wisconsin, northwest of Milwaukee, with the European open monitored from a basement. The flagship fund closed to new investment in 2001. Accounts of its performance report no losing calendar year from 1991 through 2002.
 
"On the counter-trend side, perhaps the most well-known is Toby Crabel."
James Altucher, Financial Times, January 24, 2005.
 
By the middle of the decade, the results were public enough to be debated. On January 24, 2005, James Altucher, writing in the Financial Times, contrasted trend-followers with countertrend traders and identified Toby Crabel as perhaps the best-known figure on the countertrend side. The article credited him with more than $1.6 billion under management. It reported that 2004 had produced two losing months, with March down 0.79 percent and June down 0.39 percent, followed by a full-year gain of 3.36 percent. The average annual return was reported as 9.48 percent, and the worst drawdown as 4.23 percent. The fee structure was the institutional standard of 3 percent and 20 percent of profits. Altucher noted that the 1990 book was already changing hands on eBay for upwards of $1,000.

The July 2005 Absolute Return survey of US firms with more than $1 billion under management ranked Crabel Capital 101st out of 196. Reports for that year put the firm’s assets at $3.2 billion and its gain at 16.7 percent. The January and July figures do not represent the same measurement, and they are not smoothed here into a single number. Both were on the record before the decade turned. A 2010 profile of the firm put assets above $3 billion and its staff at no more than about eighty, including roughly thirty researchers and thirty traders, with capital divided between an offshore fund and a US partnership.

The method had already changed scale, but its subject had not. The book tests one trade—the opening-range breakout—against a handful of range patterns. By 2011, the firm had evolved into a collection of short-term models spanning many futures markets, with increasingly automated execution and a research staff dedicated to continued testing. The reason is already present in the book, even though the book contains only one system. A single pattern belongs to a particular market regime. It works while the open retains the characteristics observed in the test, and its effectiveness fades when the open changes. The durable innovation was not NR7. It was the procedure: define the behavior, trade it the same way every time, and maintain a control so that the pattern can be distinguished from the habitual practice of buying strength. 
 
Contraction and Expansion Price Range Patterns
A short-term price pattern, as Crabel explains in his introduction, is recent price action interpreted through previous closes, openings, range size, and the move off the open. The principle underlying the tests is contraction and expansion. A range that has stopped growing is more likely to be followed by one that breaks away from it. The narrow day represents contraction. The breakout of the next opening range represents expansion. A wide day means that the expansion has already occurred.
"One should be looking to go with a forceful move off the open after a contraction and not willing to do so after an expansion."
Crabel tested the same opening-range breakout after two types of contraction and two types of expansion, comparing all four against the identical trade taken on any day.
"An average of all percentages under the column labelled NR7 was 64%, NR4 64%, Control 57%, WS4 54% and WS7 52%. The more pronounced the expansion, the smaller the percentage chance of following through in the direction of an ORB. Profits were seven times larger for ORB trades after contractions than after expansions." 
 His average, not a fresh count. Contractions beat the control 30 times out of 32. Expansions were worse 29 times out
of 32. Gross profit was about $710,000 on 7,313 contraction trades and about $102,000 on 7,524 expansion trades.
No slippage. No commission.

Table A of the contraction study. NR7 and NR4 are the columns to trade. 
WS4 and WS7 are the columns that show the move already spent. 
 
Stretch
Stretch is the entry distance. It is not a pattern, nor is it a ten-day average of the daily range.

“The Stretch is determined by looking at the previous ten days and averaging the sum of the differences between the open for each day and the closest extreme to the open on each day.”

For each of those ten sessions, take the smaller of the high minus the open and the open minus the low. Average the ten values. A session with an open at 1,250, a high at 1,258, and a low at 1,240 contributes 8, not 10 and not the 18-point daily range. The smaller value is the distance to the closer extreme, not the daily range and not a pivot. Pivots play no part in the calculation and are not a condition of the trade.
 
Opening Range Breakout (ORB)
Two entry distances appear in the book, and they do not define the same trade. In the first chapter, the stop sits beyond the opening range. In the later tests, Crabel drops Stretch and uses a constant distance from the open so that every pattern can be compared with every other pattern.
"An Opening Range Breakout 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 used as a protective stop."
The glossary defines the opening range as the first thirty seconds of trading. In an ORB, both stops are active. The first to be filled establishes the position; the other becomes the protective stop.
"In later testing you will notice that I use a constant value off the open rather than the stretch point. Experience has shown this to be a better method. As long as I used the same value throughout, I could generalize about market activity."
Using a fixed distance from the open and closing the position at that day's close allowed every pattern to be evaluated on the same basis. The practical entry method, however, remains Stretch beyond the thirty-second opening range. The tests specify no price target; the measured exit is the close.
 
Opening Range Breakout Preference (ORBP)
An Opening Range Breakout Preference is an ORB with the side already chosen. The choice comes from the market’s own bias, or from a clear supply or demand indication. It does not come from a second indicator laid on top of the pattern.
"There are days when a trade in only one direction is taken, this is called an Opening Range Breakout Preference (ORBP). Usually this is done in a market with a strong bias in one direction or just after a clear supply or demand indication. The procedure is similar to the ORB but the only order entered is the stop in the direction of the entry. The protective stop is entered only after the trade has been entered. One qualification to this is if the market trades to the stretch in the opposite direction first; the ORBP is nullified and the resting order is cancelled." 
After the Fill
"The ORB can be utilized as a general indicator of bias every day. Whichever side of the Stretch is traded first will indicate bias in that direction for the next two to three hours of the session." 

"Early Entry is defined as a large price movement in one direction within the first five minutes after the open of the daily session. This is ideal price action when using an ORB for entry. The open should act as one extreme."
In general, stops should be moved to breakeven within one hour of entry. Markets with a greater tendency to trend should be given less time. The S&P 500, Crabel notes, usually takes no more than five to ten minutes to establish a clear move away from the open.

Trading more than one contract allows some positions to be closed as the move continues, while the remaining contracts are trailed with the stop moved to breakeven. If the initial breakout is missed, a retracement of three-eighths to one-half of the range already established can provide another entry, with the stop placed beyond the five-eighths level. He permits two such retracements; the third, he warns, is treacherous. 
A fill that comes late in the session is a weaker entry. Position size should decrease as the day progresses.
 
How a Range Is Compared
Range is the high minus the low. Each earlier bar is compared individually with today's bar. Today’s range must be strictly narrower or strictly wider; a tie with any bar in the comparison window disqualifies the pattern. The patterns are nested: an NR7 is also an NR4 and an NR. Crabel never calls the one-day case NR2, nor does he define an NR5 or a WS5. When he writes that the ORB is effective after an inside day with a range smaller than those of the previous four or five days, he is describing the trade, not introducing an additional pattern. 
 
 Green rows are the contractions. A wide day is in the book, and it is the control that lost. WS4 is "a day with a daily
range that is  larger than any of the previous three day's daily ranges." WS7 is the same against the previous six.
"The ORB is effective after inside days that have a smaller daily range than the previous four or five days and for that matter after any day that has a daily range less than the previous six days (NR7) whether an inside day or not."
Inside Day (ID)
"Inside Day (ID) is defined as a narrow range day that has its daily range completely within the previous day's range. More specifically, an Inside Day's high is less than the previous day's high and the Inside Day's low is greater than the previous day's low."
 
 Inside Day Narrow Range 4 (IDnr4).
  
Both extremes must be strictly inside. A touch of the prior high or the prior low is not an inside day. A plain inside day names no side. Calling it trend continuation is the special case, not the definition.
"The hypothesis is that Inside Days precede trend day activity and consequently successful opening range breakouts."
The exception is a market that is already running. Then the inside day is a springboard in the direction of that run, and the trade is an ORBP with the run. Drop the stop against it. A gap in the direction of the run is continuation. A break the other way is the one to skip. He says direction is not that predictable on an inside day that is not inside a run.
 
 Opening-range breakout after an inside day, bonds, the S&P, beans, and cattle. The inside day is the setup.
The numbers are the next session. In bonds and the S&P; the pattern beats the same trade taken on any day. 

Outside Day (OD)
An outside day is the reverse bar: a high above the prior high and a low below the prior low. Crabel uses the term. He does not give it a glossary entry, and it is not one of the contraction patterns. It is an expansion that took both sides of the prior bar. Do not treat the next morning as a fresh narrow-day breakout.
Hooks
"A Hook day is any day that opens above or below the previous day's high or low then proceeds to reverse the previous day's close but does so with a narrowing daily range relative to the previous day."
"Bear Hook is defined as a day in which the open is below the previous day's low and the close is above the previous day's close with a narrow range relative to the previous day. There is a tendency for the price action following a Bear Hook to move to the downside."
The sale is the next session, not the hook itself. He does not buy a bear hook. Thirteen of sixteen tests were profitable as sales. The exception he allows is a gap above the hook that holds through mid-session.
 
 Bear Hook, then the ORB. Thirteen of the sixteen tests pay as sales. The S&P’s 
buy-side profits are the bull-market exception, and he says so. It is not a buy.
"Bull Hook is defined as a day in which the open is above the previous day’s high and the close is below the previous day’s close with a narrowing range."
The name says bullish. The tests only lean that way, and they lean less than the bear hook leans down. Eight of sixteen trades were profitable as buys. Gross profits were $30,051 on the buys and $7,854 on the sales. It is a better trade if the next open is below the hook’s close. A fast early move against the hook is a reason to stand aside. Where his diagrams mark Day 2 and Day 1, Day 2 is the hook and Day 1 is the session that is traded.
 
 Bull Hook Day. The buys made about four times the sales.
That is the whole case, and it is the weaker of the two hooks.

The Longer Contractions
The longer narrow ranges close the library. The object is one span, the highest high minus the lowest low, compared with earlier spans of the same length. It is not a streak of narrow days. A two-bar narrow range can contain one wide day, provided the combined span is the narrowest.
"2 Bar NR is the narrowest range from high to low of any two day period relative to any two day period within the previous twenty days."
"3 Bar NR is the narrowest range from high to low of any three day period relative to any three day period within the previous twenty days."
"4 Bar NR is the narrowest range from high to low of any four day period relative to any four day period within the previous thirty days."
"8 Bar NR is the narrowest range from high to low of any eight day period relative to any eight day period within the previous forty days."
NR7 ORB.  
 
They are used like an NR7. They do not pick a side. The next session is a two-sided ORB, or an ORBP with the run if the market is already running.
 
Glossary definitions. The window is not the same for every pattern. 
Four bars look back thirty sessions. Eight bars look back forty.  
 
What to Do with the Row
A narrow day, an inside day, an IDnr4, or a 2BNR through an 8BNR does not pick a side. Take a two-sided ORB the next session. Stretch is fixed before the open. The buy stop is one Stretch above the high of the first thirty seconds. The sell stop is one Stretch below that low. The first stop filled is the trade. The other is the protective stop.
 
If the market is already running, an inside day is not two-sided. Drop the stop against the run and take the ORBP with it. A bear hook is a sale. A bull hook prefers the buy and is the weaker signal. A wide day (WS), a WS4, a WS7, or an outside day is not a new contraction. The expansion has already left. Stand aside or wait for the next narrow day.

Whichever side of Stretch trades first is the bias for the next two or three hours, even with no position. Do not fade that first move unless it is against the intermediate trend and the pattern agrees with the trend. Move the stop to flat within an hour, sooner in a market that trends easily. There is no fixed target in the tests. The measured exit is the close of the entry day. Hold longer only if that session is already substantially profitable.

One practical limit, learned from running the patterns rather than from the book. The bar has to be one session. A holiday, a feed that revises the high, or a futures roll that splices two deliveries into one lookback will print a pattern the market did not make. Confirm the high, the low, and the close against the exchange before trading the row. 
 
What these Definitions Are Not
The stop in the tests is a fixed distance off the open. The stop in the trading rule is one Stretch beyond the high and the low of the first thirty seconds. Using the test as the order throws away the opening range he spent the first chapter defining.

NR5 and WS5 are not in the book. Neither is a pattern called NR2. NR is simply a range smaller than yesterday's. A narrow day is not, by itself, a trend-continuation signal. Continuation is what he does when the direction is already known: an inside day (ID) inside a run, or a hook. The narrowness only says the range is ready to leave, and the leaving is a two-sided breakout.

A WS4 or a WS7 is not a second setup. In his own table the opening-range trade after them was worse than the same trade on any day. The wide bar is the result of the contraction, not the start of another one.

Nothing in the Stretch calculation refers to a pivot, a moving average of the close, or a second study. The ten numbers are distances from the open to the nearer extreme. That is the entire formula. 
 
Summary of Patterns

NR (Narrow Range): A price bar whose range is narrower than the previous bar. Its opposite is WS. Next to NR4, NR5, and NR7 it is technically NR2.

NR4 (Narrow Range 4): A price bar whose range is narrower than each of the previous three bars, marking the narrowest range in four bars. Its opposite is WS4. NR, NR5, and NR7 are also closely watched patterns.

NR5 (Narrow Range 5): A price bar whose range is narrower than each of the previous four bars, marking the narrowest range in five bars. Its opposite is WS5. NR, NR4, and NR7 are also closely watched patterns.

NR7 (Narrow Range 7): A price bar whose range is narrower than each of the previous six bars, marking the narrowest range in seven bars. Its opposite is WS7. NR, NR4, and NR5 are also closely watched patterns.

WS (Wide Spread): A price bar whose range is wider than the previous bar. Its opposite is NR. Next to WS4, WS5, and WS7 it is technically WS2.

WS4 (Wide Spread 4): A price bar whose range is wider than each of the previous three bars, marking the widest range in four bars. Its opposite is NR4. WS, WS5, and WS7 are also closely watched patterns.

WS5 (Wide Spread 5): A price bar whose range is wider than each of the previous four bars, marking the widest range in five bars. Its opposite is NR5. WS, WS4, and WS7 are also closely watched patterns.

WS7 (Wide Spread 7): A price bar whose range is wider than each of the previous six bars, marking the widest range in seven bars. Its opposite is NR7. WS, WS4, and WS5 are also closely watched patterns.

ID (Inside Day): A bar whose high is below the previous high and whose low is above the previous low, so the session sits inside the prior bar.

OD (Outside Day): A bar whose high is above the previous high and whose low is below the previous low, so the session takes out both sides of the prior bar.

IDnr4 (Inside Day Narrow Range 4): An inside day that is also an NR4. The bar sits inside the prior bar, and its range is narrower than each of the previous three bars.

2BNR (2 Bar Narrow Range): The two-bar range, higher high minus lower low, is the narrowest two-bar range of the last 20 sessions.

3BNR (3 Bar Narrow Range): The three-bar range, higher high minus lower low, is the narrowest three-bar range of the last 20 sessions.

4BNR (4 Bar Narrow Range): The four-bar range, higher high minus lower low, is the narrowest four-bar range of the last 30 sessions.

8BNR (8 Bar Narrow Range): The eight-bar range, higher high minus lower low, is the narrowest eight-bar range of the last 40 sessions.

Bear Hook: An NR with the open below the previous bar's low and the close above the previous bar's close.

Bull Hook: An NR with the open above the previous bar's high and the close below the previous bar's close.

Stretch: The 10-session average of the smaller open-to-extreme distance, open to high or open to low. It sets the distance for an ORB or ORBP entry and stop.

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