XRP: What Our Signals Do

Two quarters account for nearly all of XRP's outperformance story. Remove them, and the remaining twenty quarters average barely positive.

That's the honest version of "+5.8% mean quarterly alpha." XRP ranks second among all our assets — behind only ADA — but the path to that number is lumpier than any other asset we track. You should know that before reading any further.

What the Backtest Showed

XRP is one of the oldest and most liquid cryptocurrencies, created in 2012 as the native token of the XRP Ledger. We tested five years of daily data — 22 quarters from Q1 2021 through Q2 2026.

Our MACD+ADX strategy returned +404.4% versus +192.0% buy-and-hold. Total alpha: +212.3%. Profit factor: 2.25 — meaning gross profits were more than double gross losses. The strategy beat hold in 14 of 22 quarters, a 64% beat rate.

Now the part most signal services would leave out.

Q2 2021 delivered +98% alpha. Q4 2024 delivered +83% alpha. Together those two quarters contribute more than the other twenty combined. Strip them out and the remaining quarters average roughly +1% alpha — still positive, but a far cry from the headline number.

The worst quarter was Q1 2023: -61.4% alpha. XRP rallied +58.5% in a choppy, whipsaw-heavy recovery, and our signals couldn't hold position through the reversals. That's MACD's Achilles' heel — it follows trends, and XRP's 2023 recovery wasn't a clean trend. It was a series of fakeouts that each triggered a buy and then a stop.

Why ADX Greater Than 20

We gate bullish signals with ADX>20 on the daily timeframe. Same threshold as BTC, ADA, LINK, and SOL.

We tested every threshold from 15 to 40. Below 20, signals fire too liberally — ADX>15 has a lower profit factor (2.06 vs 2.25) with more noise. Above 20, the results collapse fast. ADX>25 drops total alpha from +212% to -92%. The filter starts blocking the exact entries that drive the big winning quarters.

The ADX>20 boundary appears structural for XRP. When ADX crosses 20, XRP tends to commit to a direction. Below 20, it's choppy drift — and MACD interprets every wiggle as a trend change.

Remember the weather forecast analogy from Why ADX Matters? For XRP, ADX>20 is "yes, it's actually going to rain" versus "could go either way." Higher thresholds wait for the downpour — and by then you've already missed the first half.

The 4h Early Warning

This is where XRP's signal profile stands out from every other asset we track.

On the 4-hour timeframe, our bearish MACD signal captured 95.9% of major crashes — the highest of any asset. Average lead time: 58.6 hours, roughly 2.4 days of warning before the worst hit. And the false positive rate was 33.8% — the lowest of any asset.

For context: SOL's crash capture rate is 89% with a 57% false positive rate. HYPE captures 82% with 58% false positives. XRP beats both on capture AND precision.

We don't send push alerts for 4h signals — even a 34% false positive rate would erode trust over time. But as a passive indicator on the dashboard, it has real value. If you see a 4h bearish signal on XRP while holding a position, that's one of the more reliable data points in our system.

What to Expect

XRP generates roughly 16 signals per year on 1D ADX>20. That's about one every three weeks — not daily noise, but frequent enough that you won't go months without a signal.

Bullish signals only fire when ADX is above 20. If XRP is drifting sideways with ADX at 15, we stay quiet. All bearish crossovers fire regardless of ADX — we don't gate exit signals because missing a crash exit is costlier than a false bearish alarm.

The win rate is 29.3%. Roughly three in ten signals make money. But the winners are significantly larger than the losers — that's what a 2.25 profit factor means. You'll see more red signals than green ones, and the strategy still comes out ahead over five years.

One pattern to watch: XRP tends to cluster its best quarters around major market regime changes. The +98% alpha in Q2 2021 came during the bull market peak breakout. The +83% in Q4 2024 came during the ATH breakout after years of consolidation. If the signal fires during a regime shift, the alpha potential is real. During choppy consolidation — like most of 2023 — expect frustrating whipsaws.

We covered the Q4 2023 issue in Honest About Our Performance. All six of our assets misfired that quarter during a broad bull move — diversification across assets didn't help. XRP was no exception.

XRP's signals rank second in mean quarterly alpha, but that number is driven by a handful of exceptional quarters — the kind of honest asterisk you should factor into any expectations.

This is educational content, not financial advice. Past performance does not guarantee future results. Based on 5-year daily data, 2021-2026. Polygon.io data.