One indicator, a hundred rules
MACD has spawned an entire dialect: the signal-line cross, the zero-line cross, the histogram fading, bullish and bearish divergence. The complexity makes it feel sophisticated. We cut through it and tested the core signal — MACD crossing its signal line — across 391 coins, fees included, beta-stripped.
The result
MACD signal-line crossovers: a 50% win rate — a coin flip, exactly — and a negative edge after costs. All the divergence vocabulary is built on a foundation that, when measured, has no predictive power beyond the market itself.
Why: it’s moving averages of moving averages
Strip away the name and MACD is the difference between two exponential moving averages, smoothed again into a signal line. Every component is a weighted average of past prices. A crossover, like the golden cross, only fires after the move that caused it. You are reacting to history with extra lag baked in by the double smoothing.
“Divergence” — where price makes a new high but MACD doesn’t — feels predictive, but it is the same hindsight trap as every chart pattern: the divergences that preceded a reversal are obvious in retrospect, and the far more numerous ones where price just kept going are forgotten. Measured forward, divergence does not beat cost.
The honest takeaway
MACD is a smoothed momentum gauge dressed in enough rules to feel like a system. The core signal is a coin flip before fees and a loss after. If you trade it, you are paying for a lagging description of momentum. Verify on the simulator: run a MACD cross strategy and read the return after fees, not the win rate. It’s one more entry in the complete verdict.
So what does work?
If indicators, patterns, and copy-trades all fail an honest test, the obvious question is: then what? Our answer isn’t a sharper prediction — it’s risk management. After testing 34 strategies, the only thing that survived wasn’t forecasting the next move; it was controlling how you hold — sidestepping the worst drawdowns and surviving the cycle. That’s crisis defense, not a crystal ball, and we never call it more than it is.
- The honest answer: a risk-managed portfolio — survive the bear, compound through the cycle, half the drawdown of buy-and-hold.
- The proof, in the open: our trust page — every result, the failures included.
- Check it yourself: the simulator — your strategy, real fees, real coins.
Don’t believe us. Verify.