SPY · 4-Hour Chart

The Pause Pattern

A two-candle setup on the SPY 4-hour chart: a strong green push, then a small pause candle that pokes higher. When the pause shows up, a move often follows. The full strategy, the rules, every example, and the 2-year backtest.

Start here

The two kinds of setup

The alert sorts every signal into one of two buckets — clean or risky. You will see these words all over this page, so here is what each one means in plain English.

TypeWhat it isHow it has done
clean The textbook version. The first candle is green, so price was already pushing up. The second candle — the pause — pokes a little higher, then settles back and closes in the upper part of that green candle. No surprise price jumps overnight. Everything lines up the calm, clean way. The stronger signal. It finished green in the next candle of the time — and of the time when it set up in the afternoon to hold overnight.
risky Still a real signal, but something is off, so the alert flags it. Any one of these three makes it risky: (1) the first candle was actually red, and it only counts because price gapped up over it; (2) the pause candle closed low — in the bottom half of the green candle instead of up high; or (3) price made a big jump (a gap) right into the setup. Close to a coin flip — green about of the time. Trade it smaller, or skip it.
Bottom line: clean = trust it more. Risky = handle with care, or pass. The full rule-by-rule checklist is in section 2 below.
Dug out of the data

Not all “risky” is equal

“Risky” is not one thing. A setup gets the risky tag for one of three reasons — and they don’t all perform the same. We split the risky setups below. (Win = the next candle popped at least +0.20%.)

First: which flaw flagged it?

A setup can trip more than one flag, so these groups overlap. Here is how each flag did on its own:

Why it was flagged riskyWin rateAvg peak

But the real splitter is the push — not the flag

The same “strong push” signal from the winners study cuts the risky bucket roughly in half:

Risky setup, split by…Win rateVerdict
So which risky trades are worth taking?
  • Take: a risky setup with a strong push, held intraday. The risky tag alone shouldn’t scare you off this one.
  • Skip: a weak push (about half of all risky setups), or an overnight risky — the single worst loss in two years (−3.12%) was a risky overnight.
  • Weakest flag: the red-push variant. If that is the only thing making it a setup, lean toward passing.

Sample caveat: these are small buckets — a dozen-ish trades each. Treat this as a tilt, not a guarantee.

Quick tool

15-delta call: sell at open or after the first hour?

A different question: instead of the peak, what if you bought one 15-delta call (an OTM lottery ticket, ~0.15 delta) on each setup and sold it at a fixed time? Modeled at 2 DTE, 14% IV, a call solved to 0.15 delta at the moment you buy. Each cell shows the green rate (% of those trades that finished above where you bought) and, smaller, the median return — median, not average, because a couple of +300–600% pops would otherwise flatter the mean.

About “first hour”: two baselines are shown. Sell at open and after 1st hr are measured from your entry at the setup’s close — so for an overnight setup they include the overnight gap plus ~18h of decay. First hour only instead buys at the next open and sells one hour later — the open→+1hr move on its own, no overnight gap, no overnight theta. That last one is the “difference from open to the end of the first hour” you asked about.

Setup type#Sell at openAfter 1st hrFirst hour only
The open is a theta trap. Selling a 15-delta call right at the next open finishes green only about of the time across every setup type — the overnight gap almost never covers ~18 hours of decay on a 2-day option. The edge is the morning move. Buy at the open and sell a little later and clean setups went green far more often. It even rescues days where the overnight hold lost: Jan 9 ’26 was −88% at the open but +102% buying at the open and riding the first hour. Bottom line: don’t hold a cheap call overnight to sell at the bell — enter at the open and give the morning move a little room.

So how long do you hold? (a closer look)

Once you buy at the open, the next question is when to sell. We tested selling after 1, 2, and 3 hours, and at the lunchtime close, across all 24 clean-overnight setups in the two years. This time the option is priced the realistic way: it is bought with the higher “open” volatility and that volatility is allowed to fade as the morning goes on (more on that below). We show the win rate and the median (middle) result, not the average, so one giant winner can’t skew it.

Hold (after buying at the open)Win rateMedian gain
1 hour — the sweet spot54%+15%
2 hours54%+5%
3 hours42%−8%
To the lunchtime close (~3.5 hrs)50%+5%

With the full two years of data the answer is even sharper: 13 of the 24 setups peaked in the very first hour. One hour in, the median trade is up +15% and just over half are green. By hour three the median has gone negative and the win rate drops to 42% — holding that long actively hurt. So the target zone is the first hour, and the second hour at the latest, not “ride it all day.”

Why does holding longer stop helping? Two forces quietly work against you, and they get stronger as the morning goes on:
  • Time decay (“theta”). An option loses a little value every hour just because time is passing — like an ice cube melting on the counter. The melt speeds up the closer you get to expiration.
  • The fear premium fades (“IV crush”). Part of an option’s price is a built-in cushion for how nervous the market is. That nervousness is highest right at the open and drains away as the morning settles down. So even when SPY keeps drifting your way, this shrinking cushion eats into your gains.

Early on, SPY is still moving fast enough to pay you more than these two take away. By late morning the move slows down but the decay and the fading cushion do not — so the math flips against you. That is the whole reason the sweet spot is early.

How do you actually get out? Stop loss vs. trailing stop

A stop loss is a fixed line in the sand: “if this option drops to a set price, I’m out.” It only protects your downside. A trailing (moving) stop follows the trade up: as the option gains, the exit line ratchets higher behind it, so you lock in more of a win but still get kicked out if it rolls over. Because this trade tends to peak in the first hour and then fade, a trailing stop fits the shape better than a fixed target — it lets the early move run but pulls you out when it dies.

Here is the honest part: on this data a trailing stop did not clearly beat simply planning to sell inside the first hour or two. The reason is data, not strategy — the free price history is only one bar per hour, and minute-by-minute data exists for just the last couple of months, so there aren’t enough fine details to fine-tune a stop. What the numbers do support is simple and worth trusting:
  • The trade tells you early. More than half of clean-overnight setups are green within the first hour, and that is where they peak. The ones that fail usually fail fast.
  • Always carry a hard stop. Close to half never work, so set a fixed stop on the premium — in the −30% to −40% range — so a dead trade can’t turn into a blow-up.
  • Take the first hour seriously. That is the sweet spot. Either sell into strength near the one-hour mark, or trail close behind the high once you’re up, so the fade can’t hand back a good gain.
  • Don’t marry it. By hour three the median trade is red; holding longer is hope, not edge.

A clean plan: buy at the open, hard stop near −35% of the premium, aim to sell into strength around the first hour, and trail behind the high if it keeps running. This is a model and a starting point, not advice — paper-trade it first.

Show all setups, date by date

Option % return per setup. Intraday setups have ~0% “at open” by construction — their entry (morning block close) and the next block’s open are the same moment.

Setup (circled)TypeHoldAt openAfter 1st hrFirst hr only

15-delta call, 2 DTE, flat 14% IV, sold for time value (not held to expiry). A real 15-delta strike carries higher IV than this flat assumption, and fills on cheap OTM contracts are wide — treat these as directional, not exact. Not financial advice.

1What it looks like

The setup is just two candles sitting next to each other. The first one does the work. The second one rests, but its wick reaches up past the first candle's high.

Candle 1 — the Push

A green (up) candle with a real body. This is the move that gets things going.

Candle 2 — the Pause

A candle with a long upper wick — a shooting-star look. The wick pokes above the push candle's high, but it closes back down in the bottom third of its own range.

2The exact rules

This is the checklist the alert uses to spot the pattern automatically.

Risky setups: some valid setups carry extra risk — when the circled candle closes in the lower part of the push (below its midpoint), when there was an overnight gap-up into it, or when the push candle was red but the circled candle gapped up above it. These still count and can be trades worth taking, but the alert tags them RISKY so you can size down or skip.
Dug out of the data

What separates the best plays from the worst

Beyond the clean/risky split, we compared the winners against the losers to see what the good ones had in common. A few signals jumped out — some you might not have on your checklist. Win-rate splits below cut all the setups at the middle value of each signal.

SignalThe good ones…Win rate split
The “best play” profile. Stack the strong signals and the win rate climbs:

    Read these as leads, not laws. Some buckets are small (a dozen-ish trades), so the day-of-week edge especially could soften with more data. The strong-push filter is the single biggest lever and the alert does not yet require it.

    3Real examples

    Each yellow ring is a real pause candle the detector flagged on SPY. The green candle right before it (tagged "push") is the setup candle.

    Five flagged SPY 4H pause-pattern setups with the circled candle ringed in yellow

    Recent SPY 4-hour setups. Yellow ring = the pause candle. Green "push" = the candle before it.

    Every setup as a chart — filter it any way you like

    All flagged setups, each drawn as mini 4-hour candles. The gold-ringed candle is the pause; the candle just before it is the push; the dashed box on the right is the next candle — the outcome. Stack as many filters as you want, then sort, and eyeball what the good and bad ones actually look like.

    Type
    Outcome
    Hold
    Push
    Min 1st-hr option profit any
    Sort by

    What the next candle did — full 2-year backtest

    Every flagged setup from in all (the most Yahoo’s hourly data allows). For each one: how far SPY moved in the next 4-hour candle, measured from the entry (the circled candle's close). 1st hr = where it sat one hour in, peak = the best green pop you could have sold into, close = where the candle finished.

    Clean win rate
    Risky win rate
    All setups
    Popped green

    Breakdown by setup type

    The numbers that actually matter for sizing a trade. Win = hit +0.20% in the next candle. Popped green = went positive at any point (your chance to exit at a profit). Avg peak = the typical best pop to sell into. Avg close = where it ended if you held the whole candle. Worst close = the deepest a single setup finished, your downside reality check.

    Setup type#WinPopped greenAvg peakAvg closeWorst close
    What it says: clean setups are the edge — about two-thirds hit the target, nearly all popped green at some point, and the worst any clean setup closed was shallow. The sweet spot is a clean setup heading into an overnight hold across two full years. Risky setups are close to a coin flip and carry the real pain — the lone −3.12% blow-up was a risky overnight. Bottom line: lean in on clean setups, especially overnight ones; size down or skip risky.
    Browse all setups — sort & filter
    Showing · tap a column heading to sort
    Setup (circled) Type Hold 1st hr Peak pop Close Result

    Setups from . Entry = the circled candle's close; moves measured over the next 4-hour candle. Past results only — not a prediction. Yahoo 1-hour data only reaches back ~2 years, which caps how far this backtest can go.

    4How the trade works

    1
    Spot the pause candle forming after a green push on the 4-hour chart.
    2
    Enter right before that candle closes. The alert is timed to text a few minutes ahead of the close so there is time to act.
    3
    Sell into a green pop at some point during the next 4 hours. The trade does not have to be held to the close.
    This page explains a personal trading pattern. It is not financial advice. The alert tool only spots the pattern and sends a text — it does not place trades or tell anyone to buy or sell. Trading carries risk.

    5The alert

    A small script checks SPY 4-hour candles a few minutes before each candle closes during market hours. When all the rules above line up, it sends one text so the entry window is not missed.

    Checks at 12:50, 1:22, 3:52 ET Free Yahoo price data One-way SMS via Twilio Market hours only