Crypto Research Labs
EN ▾
GitHub

← All hypotheses

H-012: Volatility targeting (30%/yr) beats buy-and-hold on BTC, ETH, SOL

Weak  Family: risk · Status: weak

Does volatility targeting beat holding BTC, ETH and SOL? The idea did a bit better than simply buying and holding, but not by enough to rule out luck. Treat it as unproven.

Result

oos: wins 0/3 (need 2), beats buy-and-hold 3/3

Sharpe: return per unit of risk (higher is better). CAGR: average yearly growth. Max drawdown: worst fall from a peak. p-value: chance the result is luck (lower is better). “Hold” columns are buy-and-hold for the same asset and days. Glossary

AssetPeriodSharpeHold SharpeCAGRHold CAGRMax drawdownHold drawdownIn marketp-valueBeats holdCounts as win
BTCUSDToos (2022-01-01 → 2026-10-13)0.540.50+13.2%+13.1%-47.1%-66.9%68%0.224yesno
ETHUSDToos (2022-01-01 → 2026-10-13)0.320.22+5.3%-7.8%-47.8%-74.0%51%0.170yesno
SOLUSDToos (2022-01-01 → 2026-10-13)0.450.36+10.0%-9.2%-52.2%-94.6%39%0.253yesno

Equity curves

Growth of 1 unit, log scale, fees included. Only days on which the rule is fully defined are counted.

The same rule on every coin

Exploratory check of this rule on all coins since 2022-01-01. It is not part of the verdict above.

Coin✓ResultSharpe: rule / holdingCAGRFrom
BTC↑better than holding, could be luck0.52 / 0.48+12% / +12%2022-01-01
ETH↑better than holding, could be luck0.29 / 0.20+4% / -9%2022-01-01
SOL↑better than holding, could be luck0.43 / 0.35+9% / -10%2022-01-01
BNB↑better than holding, could be luck0.67 / 0.42+18% / +8%2022-01-01
XRP↑better than holding, could be luck0.64 / 0.51+21% / +10%2022-01-01
ADA↑better than holding, could be luck0.09 / -0.01-3% / -32%2022-01-01
LTC↑better than holding, could be luck0.18 / 0.11+0% / -18%2022-01-01
LINK↑better than holding, could be luck0.34 / 0.30+6% / -10%2022-01-01
DOGE↑better than holding, could be luck0.50 / 0.26+12% / -15%2022-01-01
XLM↑better than holding, could be luck0.38 / 0.30+7% / -9%2022-01-01
TRX↑better than holding, could be luck1.08 / 0.74+38% / +36%2022-01-01
EVER✗worse than holding-0.69 / -0.18-35% / -70%2022-04-18
GRAM✗worse than holding0.01 / 0.16-6% / -15%2023-04-13

Why it might work

Scaling exposure to a constant volatility target cuts exposure in turbulent periods, when crypto drawdowns cluster. Man Group reports about +0.4 Sharpe for BTC with ex-ante 30% vol scaling (2012-2024), following Harvey et al. (2018) 'The impact of volatility targeting'. Spot, no leverage (position capped at 1). Source: https://www.man.com/insights/crypto-too-hot-to-handle

Verdict history

Pre-registered specification

kind: timing_rule
rule:
  type: vol_target
  target: 0.3
  lookback: 30
  cap: 1.0
mode: long_flat
fee: 0.001
universe:
- BTCUSDT
- ETHUSDT
- SOLUSDT
periods:
- name: oos
  start: '2022-01-01'
significance:
  method: circular_shift
  n: 2000
  alpha: 0.0167
criterion:
  min_wins:
    oos: 2
  require_significance: true