How Markets Move: The Natural Cycle of Range Change │ Larry Williams

Markets typically shift from small ranges to larger trend moves. When the market is in a large trend move, wait for it to settle into smaller ranges before getting involved. This gives more reliable setups when the market trends again. Market tops generally occur when the price closes well off its low, while market bottoms happen when the price closes near its low. Most traders get emotional during these times, buying at tops and selling at bottoms. Once you understand this, it becomes easier to make smarter trades.

Small Ranges Beget Large Ranges. Large Ranges Beget Small Ranges.

Markets move from congestion to creation (expansion), transitioning from small ranges to larger, more defined trend moves. A small range signals buildup, and a large range signals an impending trend. If I see a small net change from open to close, I know a large trend move is likely coming and am prepared to act on it. Here’s an example using the NASDAQ: Notice how volume fluctuates throughout the day: heavy volume in the morning, a dip in the middle, and a surge towards the end. 

"U" shaped intraday: Heavy volume in the morning, a dip in the middle, a surge at the end.

This pattern is consistent across markets. It’s like a freeway: traffic is heavy in the morning, dies down in the middle of the day, and picks up in the afternoon. Understanding this helps day traders identify opportunities in the morning and towards the end of the day, while avoiding the midday lull. Volume drives range, and large ranges happen at the start and end of the day. This is when short-term traders make money. We need volatility and large ranges to profit.

 There are three key cycles in market behavior: 

(1) small range/large range, (2) moving closes within ranges, and (3) closes opposite openings. 

All three cycles work equally well in any timeframe and market.

"Do yourself a big favor: Mark off all the large-range days [in the chart above], and then study the size of the ranges just

prior to explosive up-and-down days. See what I see? We are given ample warning of virtually every large-range day 

by the shrinkage of ranges a few days earlier."

The key takeaway for short-term traders is that not every day offers a high-probability trade. You need to identify days with potential for explosive moves and not expect large profits daily. It’s about finding that opportunity.

As for market tops, they usually occur when prices close near their highs, and bottoms happen when prices close near their lows. Focus on these closing patterns to determine when to buy and sell.

Trend is a function of time. The more time in a trade, the more opportunity for trend.

The most important insight in trading is that trends are the basis of all profits. Without a trend, there are no profits. But what causes trends? Trends are fundamentally a function of time—the more time you hold a trade, the more opportunity for a trend to develop. The challenge with day trading is that trends occur only about 15% of the time. Most of the time, prices are consolidating, making it difficult to catch a big trend move. Limiting yourself to a few hours of trading only targets that small window when trends are likely to occur.

 My Day Trade Secret: HTTC - Hold To The Close.

The day trader dilemma is that they have limited time to catch trends. Holding positions overnight allows you to capture longer trends and larger profits. A small bet with the potential for a big move is the key advantage of holding positions over time. 

 

 » How you know a large trend move is coming. «

 

Many day traders are afraid to hold positions overnight. However, if you do the math, you'll see that most market moves happen between the close of one day and the open of the next. Moves within the day are often smaller and less reliable. For short-term traders, the key to success is recognizing large range days and holding positions to the close. This is how you catch a big move during the day.

 

Reference:
Larry Williams (2022) - Trading Tactics and Indicators I Still Use. (video)

 

 » Hold To The Close. « 

S&P 500 E-mini Futures (daily bars).

 Narrow Range 4 & 7 Days and Inside Bar Narrow Range 4 & 7 Days.

 

» There are only two ways a short-term high or low is broken. «

NVIDIA (daily bars).

 Narrow Range 4 & 7 Days and Inside Bar Narrow Range 4 & 7 Days.

See also:

Larry Williams (2011) - Long-Term Secrets to Short-Term Trading (2nd edition).

  Larry Williams (1999) - Long-Term Secrets to Short-Term Trading (1st edition).

Larry Williams (2000) - Swing Points as Trend Change Indication.

Larry Williams (1999) - Three Bar Patterns: The Smallest Fractals of Market Structure.

 Toby Crabel (1990) - The Principle of Contraction/Expansion.

 Toby Crabel (1990) - Definition of Price Patterns.

Linda Bradford Raschke (1995) - Capturing Trend Days. 

Price Action Patterns & Entries at High and Low of the Day | Cameron Benson

Our focus is on price action trading at key levels: daily high and low, and the previous day's extremes. We examine how price reaches these levels — through Stair-Stepping or Ramping — and its subsequent behavior. The price action patterns include M's, W's, Double Tops/Bottoms, and Pin Hammers at daily highs and lows. 

 

 Stair-Stepping and M Patterns: These indicate potential reversals at daily highs or lows, 

with detailed entries and exits often managed through lower time frames.

Ramping is characterized by parabolic price movements and often leads to swift reversals. Observing tight candle patterns with minimal overlap helps identify strong trends and potential breakouts. We also look for specific patterns like Stair-Stepping and Three Pushes, with Peak Formations signaling possible reversals.

 

 Ramping Behavior: Recognized by tight, parabolic moves followed by rapid reversals. 

The ramp into extremes usually signals significant price shifts.

The following 5 minute charts of the NASDAQ are from last week (September  9-13, 2024). They show Entry and Exit Strategies, using Pin Hammers and Engulfments for Entries, and managing stops based on price action, with adjustments for larger, more volatile bars.

Monday, September  9 (Day 1 of 3 Day Cycle):

 

 Identified an M pattern at the high of the day with a pin hammer and engulfment, suggesting a strong short entry.

Tuesday, September  10 (Day 2):

 

Despite a promising setup, a large entry bar resulted in a stop-out. 

Emphasis on avoiding large entry bars and managing risk.

 

Wednesday, September 11 (Day 3/1): 

 

 Similar to previous days with M patterns and engulfments, also highlighting entry points and risk management.

Thursday (Day 2) and Friday (Day 3), September 12-13:

 

 Charts show patterns like descending triangles and W formations, 

with a focus on understanding price behavior relative to session timings.

 

Successful short-term trading relies on recognizing and acting upon the above presented price action patterns, managing entries and exits based on contextual behavior, and adapting strategies according to the specific market conditions within the 3 Day Cycle.

 

Reference:
Cameron Benson (September 14, 2024) - Price Action High And Low Of The Day (Day Trading Entries)(video) 
Cameron Benson (September 14, 2024) - Price Action High And Low Of The Day (Day Trading Entries)(pdf)
Cameron Benson (June 16, 2024) - The Complete 3 Day Cycle Short-Term Trading System.

Stacey Burke (December 5, 2023) - The Three Day Cycle & Parabolic Trade Setups.
Cameron Benson (August 20, 2023) - Three-Push Reversal Patterns.

 Richard D. Wyckoff (August 30, 2024) - Re-Accumulation & Re-Distribution Range Patterns.

Richard D. Wyckoff (December 21, 2022) - Accumulation & Distribution Schematics.  

The Quarterly Theory | Jevaunie Daye

In March 2023 Jevaunie Daye (traderdaye), a young ICT trader from the US, took the trading world by storm with his Quarterly Theory (not to be confused with the Quarters Theory), a concept he derived from Michael Huddleston's ICT mentorships. Within weeks Daye's Youtube Channel with just one video in which he briefly outlined his theory exploded to 16,000 subscribers: "Time must be divided into quarters for a proper interpretation of market cycles."  

 

 

 

 Daye (March 14, 2023) - Ever wondered ... ?

The idea is to split year, month, week, day and session into quarters at specific times which lead to ICT's Power of 3 (Accumulation-Manipulation-Distribution) cycles within those quarters. They present in one of these two forms:

Q1. (A)ccumulation - Consolidation.
Q2. (M)anipulation - Judas Swing.
Q3. (D)istribution - Low Resistance Liquidity Run.
Q4. (X) - Continuation or Reversal of previous quarter.

(OR)

Q1. (X) - Continuation or Reversal of previous quarter.
Q2. (A)ccumulation - Consolidation.
Q3. (M)anipulation - Judas Swing.
Q4. (D)istribution - Low Resistance Liquidity Run.

 

Daye (April 14, 2023) - Introduction to Quarterly Theory.

 

Blending the Quarterly Theory and basic ICT concepts leads to enhanced precision. Understanding Quarterly Theory allows to be flexible. It fits in with any style of trading, as it is universal to all time-frames. The Quarterly Theory removes ambiguity, as it gives specific time-based reference points to look for when entering trades. Before being able to apply this theory to trading, one must first understand that time is fractal:

Yearly Quarters = 4 quarters of three months each.
Monthly Quarters = 4 quarters of one week each.
Weekly Quarters = 4 quarters of one day each (Monday - Thursday). Friday has its own specific function.
Daily Quarters = 4 quarters of 6 hours each = 4 trading sessions of a trading day.
Sessions Quarters =  4 quarters of 90 minutes each.
90 Minute Quarters =  4 quarters of 22.5 minutes each.

 

Yearly Cycle: Analogously to financial quarters, the year is divided in four sections of three months each:

 

Q1 - January, February, March.
Q2 - April, May, June (True Open, April Open).
Q3 - July, August, September.
Q4 - October, November, December.

 

 S&P 500 E-mini Futures (daily candles) — Monthly Cycle.

Monthly Cycle: Considering that we have four weeks in a month, we start the cycle on the first month’s Monday (regardless of the calendar Day):

 

Q1 - Week 1: first Monday of the month.
Q2 - Week 2: second Monday of the month (True Open, Daily Candle Open Price).
Q3 - Week 3: third Monday of the month.
Q4 - Week 4: fourth Monday of the month.

 

 

S&P 500 E-mini Futures (4 hour candles) — Weekly Cycle.

 

Weekly Cycle: Daye determined that although the trading week is composed by 5 trading days, we should ignore Friday, and the small portion of Sunday’s price action:

 

Q1 - Monday.
Q2 - Tuesday (True Open, Daily Candle Open Price).
Q3 - Wednesday.
Q4 - Thursday.

 

 S&P 500 E-mini Futures (1 hour candles) — Daily Cycle.

Daily Cycle: The Day can be broken down into 6 hour quarters. These times roughly define the sessions of the trading day, reinforcing the theory’s validity:

 

Q1 - 18:00 - 00:00 Asia.
Q2 - 00:00 - 06:00 London (True Open).
Q3 - 06:00 - 12:00 NY AM.
Q4 - 12:00 - 18:00 NY PM.

 

 S&P 500 E-mini Futures (15 minute candles) — 6 Hour Cycle.

6 Hour Quarters or 90 Minute Cycle / Sessions divided into four sections of 90 minutes each  (EST/EDT):

 

Asian Session

Q1 - 18:00 - 19:30
Q2 - 19:30 - 21:00 (True Open)
Q3 - 21:00 - 22:30
Q4 - 22:30 - 00:00

 London Session

Q1 - 00:00 - 01:30
Q2 - 01:30 - 03:00 (True Open)
Q3 - 03:00 - 04:30
Q4 - 04:30 - 06:00

NY AM Session 

Q1 - 06:00 - 07:30
Q2 - 07:30 - 09:00 (True Open)
Q3 - 09:00 - 10:30
Q4 - 10:30 - 12:00

NY PM Session 

Q1 - 12:00 - 13:30
Q2 - 13:30 - 15:00 (True Open)
Q3 - 15:00 - 16:30
Q4 - 16:30 - 18:00

 

 S&P 500 E-mini Futures (5 minute candles) — 90 Minute Cycle.

Micro Cycles: Dividing the 90 Minute Cycle yields 22.5 Minute Quarters, also known as Micro Sessions or Micro Quarters:

 

Asian Session

Q1/1 18:00:00 - 18:22:30
Q2     18:22:30 - 18:45:00
Q3     18:45:00 - 19:07:30
Q4     19:07:30 - 19:30:00
Q2/1 19:30:00 - 19:52:30 (True Session Open)
Q2/2 19:52:30 - 20:15:00
Q2/3 20:15:00 - 20:37:30
Q2/4 20:37:30 - 21:00:00
Q3/1 21:00:00 - 21:23:30
etc.    21:23:30 - 21:45:00

London Session

00:00:00 - 00:22:30  (True Daily Open)
00:22:30 - 00:45:00
00:45:00 - 01:07:30
01:07:30 - 01:30:00
01:30:00 - 01:52:30  (True Session Open)
01:52:30 - 02:15:00
02:15:00 - 02:37:30
02:37:30 - 03:00:00
03:00:00 - 03:22:30
03:22:30 - 03:45:00
03:45:00 - 04:07:30
04:07:30 - 04:30:00
04:30:00 - 04:52:30
04:52:30 - 05:15:00
05:15:00 - 05:37:30
05:37:30 - 06:00:00

New York AM Session

06:00:00 - 06:22:30
06:22:30 - 06:45:00
06:45:00 - 07:07:30
07:07:30 - 07:30:00
07:30:00 - 07:52:30  (True Session Open)
07:52:30 - 08:15:00
08:15:00 - 08:37:30
08:37:30 - 09:00:00
09:00:00 - 09:22:30
09:22:30 - 09:45:00
09:45:00 - 10:07:30
10:07:30 - 10:30:00
10:30:00 - 10:52:30
10:52:30 - 11:15:00
11:15:00 - 11:37:30
11:37:30 - 12:00:00

New York PM Session

12:00:00 - 12:22:30
12:22:30 - 12:45:00
12:45:00 - 13:07:30
13:07:30 - 13:30:00
13:30:00 - 13:52:30  (True Session Open)
13:52:30 - 14:15:00
14:15:00 - 14:37:30
14:37:30 - 15:00:00
15:00:00 - 15:22:30
15:22:30 - 15:45:00
15:45:00 - 15:37:30
15:37:30 - 16:00:00
16:00:00 - 16:22:30
16:22:30 - 16:45:00
16:45:00 - 17:07:30
17:07:30 - 18:00:00

 

 S&P 500 E-mini Futures (30 second candles) — 22.5 Minute Cycle.

The Monthly Cycle is comprised of four quarters, one week each. Start counting the quarters from the first full week, meaning if the first week relating to the traditional month is a partial week, it is omitted and viewed as distortion. The first full week of the month is the first quarter, the second week is the second quarter, the third week is the third quarter and the fourth week is the fourth quarter.

 

Daye (Feb 19, 2024) - Quarterly Theory - The Secret ICT Trading Strategy.

The Weekly Cycle is comprised of four quarters, one day each. Monday is the first quarter, Tuesday is the second quarter, Wednesday is the third quarter and Thursday is the fourth quarter. Friday is not included into the weekly cycle due to the fact that it has its own specific function.

The Daily Cycle is comprised of four quarters, six hours each, which perfectly aligns with the four trading sessions of a trading day. The first quarter is the Asian session, the second quarter is the London session, the third quarter is the New York session and the fourth quarter is the afternoon session. 

 

Each Session is comprised of four quarters, 90 minutes each. During the Asian session, the 90 minute cycles are as follows: 18:00 to 19.30 is the first quarter, 19.30 to 21:00 is the second quarter, 21:00 to 22:30 is the third quarter and 22:30 to 24:00 midnight is the fourth quarter. During the London session, the first quarter is 00.00 / midnight to 1:30. The second quarter is 1:30 to 3:00. The third quarter is 3:00 to 4:30, and the fourth quarter is 4:30 to 6:00. The New York AM Session starts with the first quarter at 6:00 and lasts to 7:30. The second quarter is 7:30 to 9:00. The third quarter is 9:00 to 10:30. And the fourth quarter is 10:30 to 12:00. The first quarter of the New York PM Session starts  at 12:00 and lasts to 13:30. The second quarter is 13:30 to 15:00. The third quarter is 15:00 to 16:30. And the fourth quarter is 16:30 to 18:00.

Now that we understand that time is fractal, we can begin to look into the functions of some of the quarters. Price is delivered by an algorithm. So there must be some initial input which is used to make decisions throughout each cycle. This is the function of Q1. Q1 dictates the quarters which follow, meaning Q1 is used as a barometer for forecasting market conditions in the subsequent quarters of each cycle. If the first quarter is overextended, expect the second quarter to consolidate, and if the first quarter is in a tight range, expect the second quarter to expand. 

 

 

True Opens are the main components of quarterly theory. There are specific openings of price which serve as a time-based filter for gauging manipulation swings or stop-hunts. True opens are the beginning of Q2 of every cycle.  True Opens are defined by these times:

• Yearly True Open = 1st Monday of April.
• Monthly True Open = 2nd Monday of the month.
• Weekly True Open = 18:00 every Monday.
• Daily True Open = 12:00 (Midnight).
• NY AM Session True Open = 7:30
• NY AM Session True Open = 13:30
• Asian Session True Open = 19:30
• London Session True Open = 1:30
  

 

Buy below True Open. Sell above True Open.

 

 

It is a simple concept to understand. If you are bullish within a specific cycle, you want to buy below its true open, and if you are bearish within a specific cycle, you want to sell above its true open. This will increase your accuracy tremendously, as key levels usually rest above or below true opens. Every cycle has its own true open. The true year open is the opening price of the first Monday of April. The true month open is the opening price of the second Monday of the month. The true week open is Monday at 18:00. The true day open is 12 o'clock midnight. The true open of the age on session is 19:30. The true open of the London session is 1:30. The true open of the New York session is 7:30. And the true open of the afternoon session is 13:30. The image to the right depicts how true opens function during bullish market environments.

There are two sets of instructions that the algorithm follows:  

AMD-X and X-AMD

 

A = Accumulation (required for a cycle to occur)
M = Manipulation = Judas Swing
D = Distribution
X = Reversal or Continuation

After a tight Q1 range the Q2 Manipulation Phase begins. ICT calls this the Judas Swing. According to his algorithmic theory, the purpose of this fake move is to get traders offside. After Q2 the real move takes place: the Q3 distribution phase and is usually the easiest to trade as the previous quarter has already established a trend of the cycle. The fourth phase is X which can either continue to establish range of the cycle or reverse. In regards to this example, the fourth quarter is reversal. As you can see, price reverses at Higher Time Frame Premium-Discount Arrays (PDAs) or key levels. 

 

 The AMD-Principle is represented in every bar of every time-frame (monthly, weekly, daily, 4 Hour, etc.) 

with a price value at which it starts trading (opening price), the highest price value (high), the lowest (low), 

and  a value of the time it ends trading (close).

Liquidity is induced when price breaches old highs and old lows while trading into key levels. If you usually trade with the one minute chart, you need a 15 minute PDA. If you usually trade with the five minute chart, you need a one hour PDA. If you usually trade with the 15 minute chart, you need a four hour PDA. If you usually trade with the one hour chart, you need a daily PDA. And if you usually trade with the four hour chart, you need a weekly PDA. 

 

Regarding X-AMD, the first quarter is the continuation or reversal of the previous Q. Of the previous cycle, using what we understand from the function of Q1, Q2 should then accumulate, resulting in high range price action. Q3 would then be the manipulation phase. However, the rules for the true opens are static. They don't change. The opening price of Q2 will always be its true open. So if the profile that you're looking at is X-AMD, even though accumulation takes place during Q2, you will use the opening price of Q2, which is its true open to gauge, the Judah swing, which will present itself more times or not in Q3. The last phase will be the distribution phase, which will be the easiest phase to trade in regards to X-AMD. 

 

Dividing a 90 Minute Cycle into 22.5 Minute Quarters (Micro Sessions).

 

Reference:

Daye - YouTube Channel.
Daye on Twitter/X @traderdaye

Daye's Full course / Quarterly Theory.

Daye (April 14, 2023) - Introduction to Quarterly Theory.

 ICT Concepts (2023) - Quarterly Theory and True Open. (video)

Michael J. Huddleston & Jevaunie Daye (2024) - ICT Macros & Quarterly Theory.

 

Kirsten Boersma (September 10, 2023):

Quarterly Theory - the Hack of the Algorithm?

» Is this proof of the algorithm existing or not? I do think so;-) 

And it's mind blowing how this fractal quarterly theory happens over and over again. «