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

Author: CryptoPunk

Five-year backtest shows: 3x leverage has almost no cost-effectiveness

Preliminary conclusion:

In the past five years of backtesting, the final return of a BTC triple leverage dollar-cost averaging strategy only outperformed a double leverage by 3.5%, but at the cost of nearly zeroing out the risk.

From a comprehensive view of risk, return, and implementability—spot dollar-cost averaging is actually the best 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’s clear that:

• Spot (1x): The curve is smooth and upward, with controlled drawdowns
• 2x leverage: Significantly amplifies gains during bull markets
• 3x leverage: Multiple “ground-hugging” moves, long-term erosion due to oscillations

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

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

Note: This backtest used daily rebalancing for leverage, which introduces volatility decay.

This means:

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

Part II | Final return comparison: Marginal gains from leverage diminish rapidly

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

• 1x → 2x: earns about $23,700 more
• 2x → 3x: earns only about $2,300 more

Returns hardly grow, but risks increase exponentially

Part III | Max Drawdown: 3x is approaching “structural failure”

Here’s 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 has essentially “gone bankrupt mathematically,”

and subsequent profits are almost entirely from new investments at the bottom of the bear market.

( Part IV | Risk-adjusted returns: spot is actually the best

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This data shows three things:

1. Spot risk-adjusted return per unit is highest
2. The higher the leverage, the worse the downside “cost-effectiveness”
3. 3x remains in deep drawdown zones long-term, with extreme psychological pressure

What does an Ulcer Index of 0.51 mean?

The account stays “underwater” for a long time, almost giving no positive feedback

( Why does 3x leverage perform so poorly long-term?

The reason is simple:

Daily rebalancing + high volatility = continuous decay

In oscillating markets:

• Rising → add to position
• Falling → reduce position
• No change → account continues to shrink

This is a 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
• 2x leverage: aggressive upper limit, only for a few
• 3x leverage: extremely low long-term cost-effectiveness, 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, not against you.