A trader shorts EURUSD and shorts USDCHF in the same morning, doubling up on what feels like two separate ideas, each risking 1% of a $10,000 account, $100 apiece. What the trader actually built is closer to a hedge than a doubled position. EURUSD and USDCHF move almost as mirror images: over most rolling 30-day windows they sit around -0.90 to -0.95 correlation, meaning when EURUSD rises 40 pips, USDCHF typically falls by a comparable amount in franc terms. Shorting EURUSD is a bet the dollar strengthens against the euro. Shorting USDCHF, where the dollar is the base currency, is a bet the dollar weakens against the franc. Put those two bets on together and they largely cancel, leaving a trader who thinks they have committed $200 of risk actually holding something closer to $20 of net exposure, having paid two spreads for the privilege.
The costlier version of this mistake runs the other way: stacking two pairs that move together, without noticing that size has effectively tripled. Long EURUSD and long GBPUSD is the common one. Both pairs quote the dollar as the second currency, both tend to rise when the dollar sells off broadly, and their 30-day correlation regularly sits between 0.75 and 0.90. A trader who takes $100 of risk on each, expecting two independent shots at the idea, actually has one dollar-weakness trade sized at roughly $175 to $190 of real correlated risk, because both stops tend to get hit by the same dollar-strength move at the same time.
What the correlation number is telling you
Correlation is measured on a scale from -1 to 1 and describes how closely two instruments' price changes have tracked each other over a chosen window, usually 20 to 60 trading days on a charting platform. A reading near 1 means the pairs move together almost exactly; near -1 means they move in near-perfect opposition; near zero means the two are behaving independently, at least for now. The number is not fixed. EURUSD and GBPUSD can sit at 0.85 for months and drift toward 0.50 during a week when a UK-specific story, a rate decision or a political headline, pulls GBP away from the broader dollar story. Treat correlation as a recent read on the current regime, not a permanent law of the market.
Gold and the dollar pairs
XAUUSD carries its own version of the same lesson. Gold and the dollar-quoted pairs frequently move together because both react to the same broad dollar weakness or strength, especially around a soft or hot US inflation print. A trader long EURUSD and long gold on a day the dollar sells off across the board is not running two separate ideas; both positions are proxies for the identical dollar view, and a snapback in the dollar can stop both out within minutes of each other.
Checking before you stack, not after
The practical fix takes thirty seconds before adding a second position: pull up a correlation matrix, most charting platforms and several free tools show one for the majors, gold and the indices, and check the current reading for the two instruments in question. If it is above roughly 0.70 or below roughly negative 0.70, treat the pair as one trade for risk purposes, not two, and size accordingly: either cut each leg's risk in half or accept that the combined risk on the account is closer to what a single 2% position would be. If the reading is closer to zero, the trades are genuinely closer to independent and the original 1% each holds up.

