Does leveraging on BTC dollar-cost averaging really make more money?

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Author: CryptoPunk

Five-Year Backtest Shows: 3x Leverage Has Almost No Cost-Performance Ratio

Preliminary conclusion:

In the past five years of backtesting, the final return of a BTC triple leverage dollar-cost averaging strategy only outperformed double leverage by 3.5%, while incurring an almost zero recovery risk.

From a comprehensive perspective of risk, return, and implementability—spot dollar-cost averaging is actually the most optimal long-term solution; 2x is the limit; 3x is not worth it.

Part I | Five-Year DCA Net Value Curve: 3x Does Not “Create a Gap”

Key Metrics | 1x Spot | 2x Leverage | 3x Leverage | Final Account Value | (Final Value) | $42,717.35 | $66,474.13 | $68,832.55 | Total Invested | (Total Invested) | $18,250.00 | $18,250.00 | $18,250.00 | Total Return | (Total Return) | 134.07% | 264.24% | 277.16% | CAGR | (CAGR) | 18.54% | 29.50% | 30.41% | Max Drawdown | (Max Drawdown) | -49.94% | -85.95% | -95.95% | Sortino Ratio | (Sortino Ratio) | 0.47 | 0.37 | 0.26 | Calmar Ratio | (Calmar Ratio) | 0.37 | 0.34 | 0.32 | Ulcer Index | (Ulcer Index) | 0.15 | 0.37 | 0.51

From the net value trend, it is visually clear:

Spot (1x): The curve is smooth and upward, with controllable drawdowns

2x Leverage: Significantly amplifies gains during bull markets

3x Leverage: Multiple “ground-hugging” phases, long-term oscillation consumption

Although in the rebound of 2025–2026, 3x slightly outperformed 2x,

over several years, the 3x net value always lagged behind 2x.

Note: In this backtest, the leverage part was simulated with daily rebalancing, which incurs volatility loss.

This means:

The final victory of 3x heavily depends on “the last phase of the market”

Part II | Final Return Comparison: Marginal returns of leverage decay rapidly

The key is not “who earns the most,” but how much extra:

1x → 2x: approximately $23,700 more

2x → 3x: only approximately $2,300 more

Returns almost plateau, but risks increase exponentially

Part III | Max Drawdown: 3x Is Approaching “Structural Failure”

Here is a very critical real-world issue:

-50%: psychologically tolerable

-86%: requires +614% to recover

-96%: requires +2400% to recover

In the 2022 bear market, 3x leverage essentially “went bankrupt mathematically,”

and subsequent profits were almost entirely from new investments after the market bottom.

Part IV | Risk-Adjusted Return: Spot Is Actually the Best

This data indicates three things:

• Spot has the highest risk-adjusted return per unit risk
• The higher the leverage, the worse the “cost-performance ratio” of downside risk
• 3x remains in deep drawdown zones long-term, with immense psychological pressure

What does an Ulcer Index of 0.51 mean?

The account remains “underwater” for a long time, providing almost no positive feedback

Why does 3x leverage perform so poorly over the long term?

The reason is simple:

Daily rebalancing + high volatility = continuous loss

In oscillating markets:

Up → Increase position

Down → Decrease position

No movement → continuous account shrinkage

This is classic volatility drag.

And its destructive power is proportional to the square of the leverage multiple.

On high-volatility assets like BTC,

3x leverage bears a 9-fold volatility penalty.

Final conclusion: BTC itself is already a “high-risk asset”

The answer from this five-year backtest is very clear:

Spot dollar-cost averaging: optimal risk-return ratio, suitable for long-term execution

2x leverage: aggressive limit, only suitable for a few

3x leverage: extremely low long-term cost-performance, not suitable as a dollar-cost averaging tool

If you believe in BTC’s long-term value,

the most rational choice is often not “adding another layer of leverage,”

but letting time work in your favor rather than becoming your enemy.