Author: CryptoPunk
Five-year backtesting tells you: 3x leverage is almost never cost-effective.
Conclusion first :
In backtesting over the past five years, the final return of BTC triple leverage dollar-cost averaging was only 3.5% higher than that of double leverage, but at the cost of risking near zero .
Considering the risks, returns, and feasibility, spot dollar-cost averaging is actually the optimal long-term solution; 2x is the limit; 3x is not worthwhile.
Part 1 | Five-Year Fixed Investment Net Asset Value Curve: 3x Did Not "Create a Gap"
| Key Indicators | 1x Spot | 2x leverage | 3x leverage |
| Final Account Value | $42,717.35 | $66,474.13 | $68,832.55 |
| Total Invested | $18,250.00 | $18,250.00 | $18,250.00 |
| Total Return | 134.07% | 264.24% | 277.16% |
| Compound annual growth rate (CAGR) | 18.54% | 29.50% | 30.41% |
| Maximum Drawdown | -49.94% | -85.95% | -95.95% |
| Sortino Ratio | 0.47 | 0.37 | 0.26 |
| Calmar Ratio | 0.37 | 0.34 | 0.32 |
| Ulcer Index | 0.15 | 0.37 | 0.51 |
The net asset value trend provides a clear indication of this:
Spot (1x) : The curve is smoothly upward, and retracements are controllable.
2x leverage : Significantly amplifies returns during bull markets.
3x leverage : repeatedly "crawls along the ground," and is gradually worn down by market fluctuations.
Although the 3x ultimately slightly outperformed the 2x during the 2025–2026 rebound,
However , for several years, the 3x net asset value consistently lagged behind the 2x .
Note: In this backtest, the leverage portion was backtested using a daily rebalancing method, which will result in volatility loss.
This means:
3x's ultimate victory depended heavily on the "final stretch of the market movement."
Part Two: Final Return Comparison: Marginal Returns from Leverage Decline Rapidly
| Strategy | Ultimate assets | Total investment | CAGR |
|---|---|---|---|
| 1x Spot | $42,717 | $18,250 | 18.54% |
| 2x leverage | $66,474 | $18,250 | 29.50% |
| 3x leverage | $68,833 | $18,250 | 30.41% |
The key is not "who benefits the most", but how much more :
1x → 2x : Earn approximately $23,700 more
2x → 3x : Only an additional ≈ $2,300
Returns have almost stopped growing, but risks have increased exponentially.
Part 3 | Maximum Drawdown: 3x is approaching "structural failure"
| Strategy | Maximum drawdown |
|---|---|
| 1x | -49.9% |
| 2x | -85.9% |
| 3x | -95.9% |
Here is a very crucial practical problem:
-50% : Psychologically tolerable
-86% : Requires +614% to break even.
-96% : Requires a 2400% increase to break even.
3x leverage essentially became mathematically bankrupt during the 2022 bear market.
Subsequent profits came almost entirely from new investments made after the bear market bottomed out.
IV | Risk-Adjusted Returns: Spot Trading Actually Offers the Best Return
| Strategy | Sortino | Ulcer Index |
|---|---|---|
| 1x | 0.47 | 0.15 |
| 2x | 0.37 | 0.37 |
| 3x | 0.26 | 0.51 |
This set of data illustrates three things:
Spot trading offers the highest risk-reward ratio.
The higher the leverage, the worse the downside risk "cost-effectiveness".
3x has been in a deep drawdown zone for a long time, resulting in extreme psychological pressure.
What does Ulcer Index = 0.51 mean?
The account remains "dormant" for a long time, providing almost no positive feedback.
Why has 3x leverage performed so poorly in the long run?
The reason can be summed up in one sentence:
Daily rebalancing + high volatility = continuous losses
In volatile market conditions:
Rise → Add to position
Fall → Reduce holdings
No change in price → Account continues to shrink
This is a classic example of volatility drag .
Its destructive power is proportional to the square of the leverage ratio.
On highly volatile assets like BTC
3x leverage carries a 9x penalty for volatility.
Final conclusion: BTC itself is already a "high-risk asset".
The answer provided by this five-year backtesting is very clear:
Spot investment : Optimal risk-reward ratio, suitable for long-term execution.
2x leverage : an aggressive upper limit, suitable only for a minority.
3x leverage : Extremely low long-term cost-effectiveness, unsuitable as a dollar-cost averaging tool.
If you believe in the long-term value of BTC,
Therefore, the most rational choice is often not to "add another layer of leverage".
Instead, let time be on your side, not become your enemy .
