FX Claims, Tested · #2

Fade the crowd?

“When the big speculators are all on one side, the move is nearly over. Look for the reversal.”

Verdict: not supported
Seven major currencies · 2004–2026 · CFTC Commitments of Traders · last run 1 Oct 2026
← All claims tested

The claim

Every week the CFTC publishes how big speculators (hedge funds and other large traders) are positioned in currency futures. When that positioning reaches an extreme, it's often described as a "crowded trade" that's due to reverse. Satdish publishes a COT breakdown every week, so we wanted to know whether extremes are actually worth acting on.

The rules, set before we looked at any results

What we measureSpeculators' net position in each currency's futures
What counts as extremeIn the top 10% or bottom 10% of its own last 3 years
When we actClose of the first trading day after the report is published
The tradeCrowded long: sell the currency. Crowded short: buy it. Hold 8 weeks
Costs0.02% every time the position changes (about two pips)

The timing matters. The report shows positions as of Tuesday but isn't published until Friday afternoon, so a backtest that trades on Tuesday is using information nobody had yet. Ours waits until after it's public.

Question 1: do crowded currencies reverse?

What each currency did against the dollar over the next 8 weeks. If the claim were right, the "after crowded long" column would be clearly negative and the "after crowded short" column clearly positive.

CurrencyWeeks crowded longNext 8 weeksWeeks crowded shortNext 8 weeksAny week
Euro (EUR)185+0.80%178−1.40%−0.03%
Pound (GBP)212−0.70%170−0.95%−0.15%
Yen (JPY)186−0.30%236−0.29%−0.17%
Aussie dollar (AUD)203−1.10%141−0.85%−0.62%
Canadian dollar (CAD)139−0.08%181+0.51%+0.01%
Swiss franc (CHF)126+1.20%189+0.98%+0.34%
Kiwi dollar (NZD)100−0.94%188+0.71%−0.06%

There's no consistent reversal. Some currencies drifted the "right" way after extremes, others the wrong way, and most moves are small. The euro is the clearest counter-example: after speculators were crowded long, it kept rising (+0.80% on average), and after they were crowded short it kept falling (−1.40%). On the euro, the crowd was usually right.

Question 2: would fading them have made money?

The contrarian trade on all seven currencies at once, equally weighted, after costs.

-20%-10%+0%20082012201620202024
Yearly return
−0.10%
Worst drawdown
-22%
Winning years
11 of 20
Worst year
2008: −13.8%

Year by year

2008 shows the danger. In the financial crisis, speculators piled into positions and the moves kept going. Fading them meant standing in front of the biggest trends of the decade.

2007: -2.5%2008: -13.8%08-14%2009: +0.9%2010: -2.1%102011: -1.2%2012: +4.2%122013: +0.9%2014: -1.9%142015: -1.6%2016: -1.6%162017: +3.0%2018: +1.5%182019: +2.5%2020: -2.8%202021: +1.5%2022: +3.4%222023: +3.5%2024: -0.7%242025: +3.2%2026: +1.3%26

Currency by currency

CurrencyYearly returnSharpeWorst drawdownSharpe 2004–14Sharpe 2015–now
Euro (EUR)−3.35%-0.46-64%-0.66-0.19
Pound (GBP)−0.55%-0.07-40%-0.18+0.04
Yen (JPY)−0.93%-0.11-43%-0.20+0.01
Aussie dollar (AUD)−0.52%-0.06-40%-0.13+0.04
Canadian dollar (CAD)+1.37%+0.26-24%+0.09+0.47
Swiss franc (CHF)+0.55%+0.07-27%-0.16+0.29
Kiwi dollar (NZD)+1.84%+0.22-37%-0.01+0.49

Fading the euro lost 3.3% a year, the one result here strong enough that it's unlikely to be chance. The Canadian and New Zealand dollars did a little better than break-even. Nothing is strong enough to build a strategy on.

Did the exact settings matter?

Nine variations: looser and stricter definitions of "extreme", and shorter and longer holds. The highlighted row is the main rule. This is a check, not a hunt for the best setting.

Extreme meansHoldSharpe, whole period2004–142015–now
Top 20% / bottom 20%4 weeks+0.01-0.29+0.38
Top 20% / bottom 20%8 weeks-0.05-0.33+0.28
Top 20% / bottom 20%13 weeks-0.04-0.23+0.16
Top 10% / bottom 10%4 weeks+0.08-0.30+0.57
Top 10% / bottom 10%8 weeks-0.02-0.34+0.37
Top 10% / bottom 10%13 weeks+0.03-0.26+0.36
Top 5% / bottom 5%4 weeks+0.02-0.23+0.36
Top 5% / bottom 5%8 weeks+0.04-0.11+0.24
Top 5% / bottom 5%13 weeks-0.06-0.21+0.12

Two things stand out. Every version is close to zero over the whole period. And every version lost money in the first half and made a little in the second. That's a consistent pattern and genuinely interesting, but it's modest, it only covers about eleven years, and one decade working after another failing is exactly what luck can look like. It's something to keep watching, not something to trade.

Where positioning sits now

For interest: each currency's current rank against its own last three years (2026-09-22 report). Given the results above, treat this as context, not a signal.

Euro (EUR)11thNormal range
Pound (GBP)4thCrowded short
Yen (JPY)80thNormal range
Aussie dollar (AUD)56thNormal range
Canadian dollar (CAD)74thNormal range
Swiss franc (CHF)61thNormal range
Kiwi dollar (NZD)62thNormal range
What this means for you.
  • "Crowded" isn't a timing tool. Extreme positioning can stay extreme, and get more extreme, for months. Fading it on its own hasn't paid over twenty years.
  • Sometimes the crowd is right. Big speculators are often positioned for a real reason: a central bank diverging, a crisis unfolding. On the euro, following them would have worked better than fading them.
  • COT is still useful context. Knowing a trade is crowded tells you how violent an unwind could be if the story changes. It just doesn't tell you when.
What this test doesn't prove.
  • It uses the CFTC's "legacy" report and its non-commercial category. The newer, more detailed reports split traders differently and are a separate test.
  • It tests fading extremes on their own. Waiting for price to confirm the turn first is a different claim.
  • Futures positioning is only part of the currency market, which mostly trades elsewhere.
Risk warning: CFDs and spread bets are complex instruments and come with a high risk of losing money rapidly due to leverage. Most retail accounts lose money when trading them. You should consider whether you understand how they work and whether you can afford to take the high risk of losing your money. Satdish provides education, not financial advice.
Data: CFTC Commitments of Traders (legacy, futures only), full history stitched across the contract names the CFTC has used over the years; Yahoo Finance daily closes. Re-run monthly.