Analysis

Reading a Hyperliquid leaderboard properly

Leaderboards are ranked on the metric that is easiest to compute and worst to act on. Understanding that bias is the difference between using a leaderboard as a candidate list and using it as a buy signal.

In short

Most Hyperliquid leaderboards rank by raw PnL over a short window, which favours large leveraged positions that happened to work. Useful evaluation replaces that with profit factor, realized PnL consistency, drawdown, position sizing behaviour and account survival across regimes.

What short-window PnL rewards

Over seven days, the highest PnL is usually produced by the largest risk that did not fail. Survivorship makes it worse: the accounts that took the same risk and lost simply vanish from the top of the board, so the ranking is a list of winners from a bet you never saw the losers of.

Percentage-return boards have the mirror problem: they favour small accounts where a single trade produces an implausible percentage that cannot be repeated at size.

The metrics worth reading

Every metric below is computable from public Hyperliquid data and each one is harder to fake with a single lucky trade.

  • Profit factor — gross profit divided by gross loss over the full record.
  • Maximum drawdown and time to recover — the part of the record you will actually have to live through.
  • Trade count and record length — the sample size behind every other number.
  • Position sizing variance — stable size implies process; erratic size implies improvisation.
  • Liquidation history — one liquidation is information; a pattern is a verdict.

Cross-checking the story

A strong record should be legible: entries and exits that make sense together, holding periods consistent with the strategy, and no dependence on a single market or a single week. When a record's profit collapses after removing its best two trades, it was never a strategy.

This is the same test applied before any trader enters the basket, and the reason the published basket rarely matches the top of a public PnL board.

Risk context

No metric set identifies future performance. Every trader on any leaderboard can lose, and leveraged perpetual positions can be liquidated in a single adverse move.

Past performance is not indicative of future results. Perpetual futures are leveraged instruments and carry a substantial risk of loss, including the loss of your entire position.

Questions

Frequently asked

Should I just copy the top-ranked trader?

Not on a short-window PnL board. That row is selected for recent risk-taking that worked, which is a poor predictor of the next period.

Why does HyperMirror's basket differ from public boards?

Because selection uses consistency, profit factor, discipline and survivability with hard floors, rather than headline PnL.

Where can I see the current basket?

On the leaderboard page, with each leader's score and allocation weight.

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