Avalanche: What Our Signals Do

One fact about AVAX stands out: in four and a half years of backtesting, our strategy beat buy-and-hold in every single quarter. Nineteen out of nineteen.

That's not a claim we get to make about any other asset. BTC beats hold 50% of the time. ADA — our prior best — beats hold 65% of the time. AVAX is an outlier, and the reason has as much to do with AVAX's price history as with the strategy itself. Here's what the data shows and what it actually means.

The Backtest: ADX Made Things Worse

We ran the same ADX threshold sweep we use for every asset. The pattern that emerged matches what we saw with ONDO — any filter hurts.

Profit factor falls monotonically as we raise the ADX threshold. By ADX>25 — the threshold that works fine for DOGE — AVAX's profit factor has dropped below 1.0. The strategy stops making money.

Why? AVAX is a fast-moving L1 alt. Its trends establish quickly, reverse violently, and don't wait for the ADX confirmation meter to register. By the time the filter says "okay, this trend is real," AVAX has already made the move. Plain MACD catches the early entries that ADX filters out. This is the same dynamic that SOL shows — but unlike SOL, where ADX>20 still produces decent numbers, AVAX punishes any delay.

So we did what the data said: no filter. Every bullish MACD crossover fires. Bearish always fires, same as every asset.

The Numbers

That last number is the story. AVAX lost nearly 90% of its value over the study window. A strategy that sits in cash during the worst stretches and captures the rally quarters will naturally dominate hold on a comparison basis. The +79% strategy return is real — but so is the fact that AVAX is down 90%. This isn't a strategy that turns AVAX into a rocket ship. It's a strategy that avoids being flattened by AVAX's bigger drawdowns while staying in for the recoveries.

Look at Q4 2022 as an illustration: AVAX hold return was −35.7%. Strategy return was +15.3%. The MACD+ADX system exited before the worst of the late-2022 slide and re-entered on the rebound. That's a +51% alpha quarter. There were several like it.

Now look at Q4 2023: AVAX hold return was +295.8%. Strategy return was +300.8%. Even in AVAX's biggest bull run — when you'd expect a trend-following system to leave something on the table — the strategy kept pace. Alpha was +5.0%. Small, but positive, and that's what makes the 19/19 record possible.

Max Drawdown: −90% Is Not a Misprint

The strategy's worst drawdown is −90.0%. Buy-and-hold's worst drawdown is −88.7%. Those numbers are nearly identical, and that's deliberate in what it says.

The strategy does not protect you from AVAX's volatility. It protects you from some of it — the drawn-out declines where the trend is clearly bearish. It does not protect you from the kind of single-week collapse where price craters before the daily MACD can flip. If AVAX drops 30% in three days, the strategy sits in a long position for the first two days of that move.

If you can't hold AVAX through a −90% drawdown — and most people can't — then the strategy doesn't fix that problem for you. What the numbers show is that the strategy comes out ahead on net across a full cycle. But "on net" and "protected" are different words for different things.

4h Early Warning: Not Applicable

We ran the 4h bearish crash-capture analysis on AVAX the same way we do for every asset. Crash events detected: zero.

That's not a bug. AVAX's declines are slow and sustained — long grinds lower rather than sharp cliffs. The >10% drawdowns over 7 days that the early warning system is designed to catch just didn't happen often enough to measure. Some assets behave this way; ATOM does too, and TRX. The 4h bearish signal is not a useful indicator for AVAX. We don't surface it.

What We Don't Know

Polygon's AVAX data starts November 10, 2021 — not AVAX's actual mainnet launch (September 2020). We're missing the first year of AVAX's history. That year was mostly an uptrend, which would have shown the strategy's hardest case (where trend-following struggles to beat hold in a rally). The 100% beat-hold rate might weaken if that missing year were included.

Four and a half years is solid. But it's not the full picture. We'll note this if it changes the story when more history becomes available.

What to Expect

AVAX generates roughly 21 signals per year — similar to Bitcoin's ~18. Expect alerts at a similar cadence.

Bullish crossovers fire without any ADX gate — every crossover counts. Bearish crossovers always fire. Long-only: buy on bullish, exit to cash on bearish. No shorting.

AVAX sits in the L1 blockchain category alongside SOL, ATOM, and ETH — a smart-contract platform competing on throughput and developer adoption. For how we think about volatility-driven trend detection across assets, see Why Each Asset Gets Its Own ADX Threshold.

AVAX is one of two assets in our system that runs without an ADX filter — because for this token, the filter delays entries past the best moves. The 100% quarterly beat rate is striking but shouldn't be read as protection. It's the strategy consistently sidestepping the worst drawdowns of a declining asset while staying in for the recoveries.

This is educational content, not financial advice. Past performance does not guarantee future results. Based on 4.5 years of daily data from Polygon.io (Nov 2021 – Apr 2026).