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Pattern Reality Check / Cup and handle
PATTERN REALITY CHECK · CHART PATTERNS · TESTED 8 OCT 2026

Cup and handle: does it work after costs?

A rounded bottom, a small pullback, then a breakout. Courses say it launches a new leg up.

Too few trades to judge

Verdict

Too few trades to judge

This rule fires rarely, so the sample is small. We found no edge, but a small one cannot be ruled out with this many trades.

Average per trade+18.7%+0.187Rof the amount risked, after costs and funding. 95% range: -38.1% to +72.4%.
Trades tested2818 coins2020-08-17 to 2025-11-10, 4-hour candles.
Trades won50%needs 42% to break evenWins averaged +1.363R, losses -0.988R.
Against random entries82%of random runs beatenRandom entries averaged -1.3%, because costs hit every trade. Beating them is not enough: the average must also be clearly above zero.
Read with care. The strict textbook shape is rare. With so few trades, the result cannot rule out a small edge, and no confidence interval can be narrow.

Percentages are % of the amount risked per trade. New to R? Read this first.

What courses teach

The idea

Made famous by stock-picking books and repeated in crypto courses. A U-shaped recovery to the old high, a short, shallow pullback (the handle), and a break above the rim are said to precede a rally as large as the cup is deep.

The rules we froze

These numbers are the usual textbook values. They were written before we saw a single result and were not changed afterwards.

PartRule, fixed before the test
Signal
Two swing highs 30 to 120 candles apart at about the same price (within 15% of the cup depth), a cup at least 5 ATR deep with its low in the middle, then a handle that gives back 10% to 50% of the cup depth.
Entry
Market order at the first close above the rim, at least 5 candles after the rim and within 30 candles (long only).
Stop
0.25 ATR below the handle low.
Target
The cup depth, projected from the rim.
Time limit
Closed after 60 candles (10 days) if neither stop nor target was hit.
Costs
0.14% round trip plus real funding, charged on every trade.
What it looks like

Examples, good and bad

Two real trades picked by a fixed rule, not for being pretty, and six drawn at random from the held-back period (the most recent two years). 3 of the 6 won. Examples show the rule, they are not results: the results are the numbers further down.

Cup and handle example that reached the target
Cup and handle example that was stopped out
Cup and handle example 1
Cup and handle example 2
Cup and handle example 3
Cup and handle example 4
Cup and handle example 5
Cup and handle example 6
Results

Trade after trade

All 28 trades added up, with the three periods shaded. The right axis shows euros if you risked €100 on each trade. The dashed line is what random entries would have done.

Cup and handle cumulative result

By period

The same average, split by period. The black bars are the 95% range: if they cross zero, we cannot tell the result from luck.

PeriodTradesAverage per tradeTrades won95% range
Build
13
-53.1% -0.531R
30.8%
-103.1% to +5.8%
Validation
14
+93.8% +0.938R
71.4%
+14.7% to +155.8%
Held-back
1
-99.0% -0.990R
0.0%
n/a
Cup and handle result by period

By version

VersionTradesAverage per tradeTrades won
Long
28
+18.7% +0.187R
50.0%

How the trades ended

Cup and handle trade outcomes
The honest yardstick

Compared with entering at random

A pattern should beat luck, not zero. We ran 1,000 simulations that enter at random times on the same coins and periods, in the same direction, with the same stop distance, target and time limit.

Cup and handle compared with random entries
In plain words

Why the numbers look like this

Random entries lose too. Entering at random times with the same stops and targets averaged -1.3% per trade (-0.013R) because of fees, funding and spread. The pattern averaged +18.7% and did better than 82% of 1,000 random runs. That is the honest comparison: not zero, but what luck plus costs produce.

Before costs: +22.6%. After costs: +18.7%. Fees, funding and slippage took 3.9% of the amount risked from every trade, on average.

Win rate versus break-even. It won 50.0% of trades. With average wins of +1.363R and losses of -0.988R, it needed 42.0% to break even. The win rate is above what it needs, which is what a positive result looks like.

Opposite side, same stops. Taking the opposite direction on every signal, with the same stop distance, averaged -0.2%. If the pattern carried real information, the pattern direction should beat its mirror by a clear margin. Here the gap is 18.9 percentage points.

Consistency across time. The average was positive in 1 of 3 periods. A real edge should not depend on which period you look at.

Sensitivity. Across 24 variations of the rule, 18 were positive and 6 negative. The best variation (+86.5%, 5 trades) is not a result: with 24 variations, a few green cells appear by chance. We look for a broad green region.

Stress tests

Does it survive changes?

Changing the pattern shape

Each cell is the same test with a different setting. The outlined cell is the rule we froze. Green is positive, red negative. We do not pick the best cell: we look for a broad region.

Cup and handle sensitivity to shape

Changing the exits

Same idea for the target and the stop.

Cup and handle sensitivity to exits

Changing the costs

CostsAverage per trade
No costs, funding only
+21.1% +0.211R
Half the costs
+19.9% +0.199R
Our costs (0.14% + funding)
+18.7% +0.187R
Double costs
+16.4% +0.164R
Triple costs
+14.1% +0.141R

Another timeframe

On daily candles the rule fired too rarely to measure.

Coin by coin

8 of 18 coins had a positive average. With a few dozen trades per coin, some are always positive by chance.

Cup and handle result by coin
Limits

What this does not say

  • It does not say cup and handle never works. It says this version of the rule, applied to every case, shows too few trades to judge in this data.
  • It is a simulation. Real fills, delays and emotions make results worse.
  • The market may change. Results from the past are not a forecast.
  • We publish tests of popular patterns, we do not publish or comment on strategies we use ourselves.

Method: how we test · Errors: corrections · Education only, not investment advice.

Questions

Questions about cup and handle

Does cup and handle work in crypto?

In our test of 28 trades on 29 crypto perpetuals, with real costs and funding, the average result was +0.187R per trade (+18.7% of the amount risked). Verdict: too few trades to judge. This applies to the textbook rule defined on this page, not to every way of using it.

Why do I see charts where cup and handle worked?

Because any rule produces winning examples. A chart that shows a winner says nothing about how often the same rule fails. The test above applies the rule to every case, with costs, without picking.

What would make this result change?

A different timeframe or market, different exits, or filters that add information the pattern does not contain. We tested a second timeframe and 24 variations of the rule; the numbers are on this page.

How should I read the percentages?

They are percentages of the amount you risk per trade, not of your account or of the coin price. +18.7% means +18.7% of the amount risked, on average. See what is R.