Research

Delta-Neutral LP on Solana: what our backtest actually found

Hedging a liquidity position with a perpetual short is supposed to cancel impermanent loss. We built it, backtested it on three months of SOL price history, and the result argues against our own feature. Here are the numbers.

The idea

A concentrated-liquidity position is long the base asset in a way you did not choose: as price falls the pool keeps buying more of it. Open a short of matching size on a perpetual, and the short's profit offsets that drift. The position becomes delta-neutral and you keep the fees.

That is the theory, and it is sound. The question is whether it survives costs.

Is a delta-neutral LP strategy profitable on Solana? (3-month backtest)

Three months of SOL price history, roughly 16,000 data points, replayed against the same LP strategy with different hedging rules. The perp's trading fees — about 0.12% of notional per round trip — are included. Returns are shown relative to running unhedged.

StrategyReturn vs. no hedgeMax drawdown
No hedgebaseline5.1%
Constant 60% hedgeabout 60% lower2.1%
Hedge gated on trend signalsworse than bothup to 6.4%
Perfect oracle, 1 step aheadnet loss—
Perfect oracle, ~2 hours aheadnet loss—
Perfect oracle, ~8 hours aheadless than half—

The constant hedge did exactly what a hedge should: it cut drawdown by more than half. It also cut the return by 60%. That is not a flaw — that is the price of insurance, stated honestly.

Why "hedge only when it's falling" does not work

The obvious refinement is to switch the hedge on during downtrends and off during rallies. We tried several variants gated on trend strength and direction. Every one finished behind both simple strategies.

The reason is turnover. The naive gate produced 598 switches over the period, and its fees came to about six times what the hedge saved. A signal that flips often enough to be responsive is flipping often enough to bleed.

The result that settled it. We modelled a perfect oracle — a strategy that knows the future and hedges only when hedging will pay. It lost too: a net loss at a one-step horizon and at two hours, less than half of the unhedged return at eight hours — every one of them below simply not hedging. If knowledge of the future does not beat doing nothing, no indicator and no model will.

What this means in practice

The choice is binary. Either you carry the hedge continuously and accept a lower return in exchange for a calmer equity curve, or you run unhedged and accept the drawdown. There is no clever middle that a signal can find — not in this data.

So our bot ships the hedge as an explicit, off-by-default setting. It is there for people who genuinely need the drawdown suppressed — someone running borrowed capital, or who will close a position in panic at 5% and not at 2%. For everyone else the data says leave it off and pick your range width instead.

The honest caveat

The three months in the sample were a rising market. There was no crash in them. A hedge earns its keep precisely in the scenario this data does not contain, so the true long-run answer may be kinder to hedging than this backtest is. We are reporting what the backtest showed, not a law of nature — and we would rather say that than quietly present a bull-market backtest as a general result.

What the short costs on Jupiter Perps

Two costs, both on the notional of the short. A trading fee of about 0.06% to open and another 0.06% to close. And an hourly borrow fee that floats with how much of the pool's stablecoin custody is lent out: we measured about 6.1% a year on 11 June 2026, roughly $5 a month on a $1,000 short. The bot reads the live rate rather than assuming one. On top of that, the collateral behind the short is capital that is not earning LP fees.

If you do hedge, the mechanics that matter

Frequently Asked Questions

Does delta-neutral hedging eliminate impermanent loss?

It offsets the directional part of it, and that shows up as a much calmer equity curve. In a three-month backtest on SOL price history a constant 60% hedge cut maximum drawdown from 5.1% to 2.1%. But it also cut the return by about 60%. It is insurance: you are paying return for stability, not removing a cost for free.

Is it better to hedge only during downtrends?

We tested that and it was worse than both alternatives. Trend-gated variants finished behind both constant hedging and no hedging, one of them with a 6.4% drawdown — worse than running unhedged. Turnover is why: the naive gate switched 598 times, and its fees came to about six times what the hedge saved.

Could a better model or ML find the right moments to hedge?

The backtest says no. We simulated a perfect oracle that knows future prices and hedges only when it will pay off. It still lost to not hedging at every horizon we tested: a net loss at one step and at two hours, and less than half of the unhedged return at eight hours. When perfect foresight cannot beat doing nothing, the problem is not the quality of the prediction.

Should I turn the hedge on in Smart LP Bot?

By default it is off, and for most accounts that is the right setting. Turn it on if a smoother equity curve is worth giving up about 60% of your return to you — for example if you are running borrowed capital, or you know you would close a position in panic at a 5% drawdown but sit through 2%. Also note the collateral for the short is held back from LP deployment.

Let the bot handle it

Smart LP Bot manages concentrated liquidity positions on Orca and Raydium at the same time — rebalancing, fee collection and optional IL hedging, all from Telegram.

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Backtest figures are simulated on historical SOL prices and are not investment advice; liquidity positions can lose value.