What Is a Good Sharpe Ratio in Crypto?

In crypto, a Sharpe ratio above 1.0 is good, above 2.0 is excellent, and anything sustained above 3.0 deserves scrutiny rather than celebration. For context: simply holding Bitcoin has historically produced a rolling Sharpe between roughly 0.7 and 1.5 depending on the window — so a strategy only earns its complexity when it clears the hold-Bitcoin bar on a risk-adjusted basis.

Here is what the number actually says, and how to read it without being fooled.

What Sharpe Measures

The Sharpe ratio is return per unit of risk:

Sharpe = (return − risk-free rate) ÷ volatility of returns

The risk-free rate is what T-bills pay for taking no market risk; volatility is the standard deviation of the strategy's returns. A Sharpe of 1.0 means one unit of excess return for every unit of volatility endured. Two strategies can both return 15% — the one that got there with half the swings has twice the Sharpe, and is the better machine even though the headline matches.

That is the entire reason allocators lead with Sharpe instead of APY: APY tells you what happened; Sharpe tells you what it cost.

Reading the Number in Crypto

• Below 0: lost to the risk-free rate. The strategy destroyed value versus doing nothing.
• 0 to 1: positive but inefficient — common for directional strategies, because crypto's volatility inflates the denominator.
• 1 to 2: good. Consistently beating hold-Bitcoin risk-adjusted.
• 2 to 3: excellent — typical territory for well-run market-neutral strategies, whose whole design is stripping volatility out of the return stream.
• Above 3, sustained: rare. Verify the window, the return smoothness, and the custody story before believing it.

Market-neutral strategies post higher Sharpes than directional ones structurally, not magically: hedging removes most volatility (the denominator) while carry and spreads keep the numerator — the mechanics in What Is a Delta-Neutral Strategy?

The Four Ways Sharpe Lies

1. Short windows. A great quarter annualizes into a fantasy. Demand a year of live months, minimum; more regimes, more truth.
2. Backtests. Paper Sharpe survives no slippage, no funding flips, no venue outages. Live-only is the standard on our strategy pages.
3. Smoothed marks. Infrequent or stale NAV marks suppress measured volatility and inflate Sharpe. On-chain NAV, marked continuously and verifiable, closes that door.
4. Hidden tails. Sharpe treats volatility as the only risk — it cannot see a strategy that earns steadily and loses rarely-but-catastrophically. Always pair it with maximum drawdown.

Sharpe Plus Drawdown

Maximum drawdown answers what Sharpe cannot: when it went wrong, how deep did it go? A strategy with Sharpe above 2 and low single-digit maximum drawdown has proven both efficiency and survivability — for reference, the strategies underlying our Autopilot lineup have run live since November 2024 with a 2.2% maximum drawdown, positive in 19 of 20 months.

Every Neutral Trade strategy page publishes Sharpe and maximum drawdown from live performance, and the analytics page lets you compare them side by side. The full allocator's checklist — Sharpe, drawdown, funding, NAV, custody — is in How to Read a Vault Like a Professional.

Common Questions

Is a Sharpe ratio of 1.5 good in crypto?

Yes — it beats holding Bitcoin risk-adjusted in most historical windows. For a market-neutral strategy specifically, well-run examples typically sit higher, because low volatility is the design goal.

Why is my crypto Sharpe lower than a stock fund's at the same return?

Volatility is the denominator. Crypto's swings are larger, so identical returns produce a smaller Sharpe. That is the metric working, not failing — it is pricing the ride.

What risk-free rate applies to stablecoin strategies?

Convention uses the short-term Treasury rate. A stablecoin strategy must clear what T-bills pay before its risk earned anything.

Sharpe vs. Sortino — which should I use?

Sortino counts only downside volatility, so it flatters strategies with upside spikes. Read Sharpe first, Sortino second, and maximum drawdown always.

Nothing here is investment advice. Yields vary with market conditions, and past performance does not guarantee future results.