Market & Strategy Risk
Why market neutral does not mean risk-free, and how strategies can lose money.
Every vault on Neutral Trade is an active trading strategy. Returns come from real market sources — funding rates, price spreads between venues, volatility premia, or directional signals — and each of those sources can stop paying, or reverse, at any time. This page explains how strategies lose money, so you can judge whether a strategy's risk profile fits your own.
Market neutral means a strategy hedges directional price exposure — it is not positioned to profit or lose simply because the market goes up or down. It does not mean the strategy cannot lose money.
How Market Neutral Strategies Lose Money
Basis and spread risk. Strategies that trade the gap between two related prices — spot versus perpetual, one venue versus another — profit when that gap converges. Gaps can widen before they converge, and can stay dislocated longer than a position can be economically held.
Funding rate reversal. Funding-rate strategies collect payments while funding is positive. Funding can flip negative and remain negative for extended periods, turning a yield source into a running cost.
Execution risk. Hedged strategies hold at least two legs. When legs fill at different times or prices — which is most likely in fast markets — the strategy briefly carries the exposure it was designed to avoid, and slippage eats into the spread being captured.
Liquidity risk. Displayed order-book depth is not committed capital. In stressed conditions, liquidity tends to disappear from all venues at once — exactly when a strategy most needs to adjust or exit positions.
Leverage. Some strategies use leverage to make thin spreads economic. Leverage amplifies every one of the risks above, and adds liquidation risk if collateral values move sharply.
Model and data risk. Strategies run on automated systems fed by market data. Stale prices, venue outages, or model assumptions that stop holding can produce losses before a human intervenes.
Directional Strategies Are Different
CTA and momentum-based vaults take deliberate market exposure — that is the strategy. Drawdowns are an expected part of their return profile, not a malfunction: these strategies typically lose small amounts repeatedly while waiting for the large moves that drive their returns. Review each vault's maximum drawdown and volatility figures, and treat them as a preview of what holding the strategy through a bad stretch feels like.
What Mitigates These Risks
Every curator passes our vetting framework before managing capital, which scores risk management — leverage limits, daily loss thresholds, drawdown response procedures, and position concentration caps — as a heavily weighted dimension. Curators report positions through API access, and vault-level guardrails (bounded NAV updates, the liquidity reserve, and the emergency circuit breaker) contain the damage an anomaly can do. Allocating across strategies — directly or through Neutral Autopilot — reduces dependence on any single strategy's performance.
What Remains
None of the above guarantees that a spread converges, that a hedge stays available, or that an exit completes at the expected price. Published metrics — APY, Sharpe ratio, maximum drawdown — are historical measurements, not forecasts; see APY and APR Calculations for how they are computed. Past performance does not indicate future results, and a strategy with years of steady returns can still have its worst month next month.