Breakout
Sometimes price spends a while going nowhere, bouncing inside a fixed range. Say Bitcoin has been stuck between 97 and 100 million won for weeks, getting rejected every time it nears 100 million. Then one day it drives up to 101.5 million won and a candle closes above the old ceiling — that's a breakout. Price has punched through the lid of its box.
The hopeful logic goes like this: near resistance there's a pile of 'I'll sell if it gets back up here' supply, and if price climbed through all of it anyway, the buying pressure must have been that strong. On top of that, there's been little trading above that level for a while, so there's less supply in the way — meaning the move could stretch.
The problem is fake breakouts. Price nudges past the boundary, pulls in everyone who was waiting for the breakout, then whips around and drops back inside the range — sometimes out the other side. Traders call these 'fake-outs' or 'whipsaws,' and they happen a lot. The people who chased the breakout candle are the ones who get hurt most.
So traders invent their own criteria to separate real from fake: wait for the candle to close, check whether volume expanded with the move, or wait for price to come back to the broken level and hold it (a retest) before continuing. None of these is reliable, and every one of them trades certainty for a later entry.
Breakdowns run on the same logic in reverse. When a support level or recent low that held several times finally gives way, it's read as 'the buyers are exhausted' and traders brace for more downside. Of course there are fake breakdowns too — a quick dip below to shake out nervous holders before price climbs back.
What the data actually shows
Barobara counts what actually happened after breakout-type signals fired, under the exact stated conditions — 20-bar high breakout (1h), 20-bar low breakdown (1h), and the quiet-bands-then-pop squeeze + upside (1h). The outcome distributions mostly sit near a coin flip. And one thing worth knowing — the tighter you set your profit target, the higher the win rate looks, but the worse the average profit/loss can get. Don't stare at the win-rate number alone; weigh the size of wins and losses and fees too. You can compare signals side by side in the setup catalog.
Common misconceptions
'Jump on the breakout and you catch the start of the surge?' In reality, fake breakouts — price popping above and falling straight back — are common enough that chasing breakouts often means buying a short-term top. Look at the past distribution and post-breakout outcomes don't lean hard either way.
'A breakout on big volume is confirmed?' The folklore says volume adds reliability, but heavy volume also means plenty of people were selling right there. Folklore is folklore — actual probability has to be counted from data.
FAQ
Q. Can you spot a fake breakout in advance?
There's no way to tell reliably in advance. Traders use filters like waiting for the candle close or for a retest, but each one costs you a later entry. Whatever the filter, this is a problem of probabilities, not of finding the one right answer.
Q. If a breakout signal's win rate is around 50%, is it useless?
You can't judge by win rate alone. Only after combining how much you win when right versus lose when wrong (the risk-reward ratio) plus fees do you get the actual expected value. There are plenty of combinations with high win rates and negative expected value.