The Problem with Raw Leaderboards

Sort any trading leaderboard by PnL and the top results look impressive. A wallet showing $2M in profit over 90 days demands attention. But that number alone tells you almost nothing about whether the trader behind it is skilled, lucky, or simply operating with enormous capital and moderate returns.

Raw metrics lie by omission. A wallet with spectacular ROI might have achieved it through a single leveraged bet that happened to work. A high win rate might mask catastrophic losses on the few trades that went wrong. Strong PnL numbers might come from a period where the entire market moved in one direction and any long position printed money.

You need a composite picture — one that weighs multiple dimensions of performance against each other and produces a meaningful signal about overall trading quality. That is exactly what HyperX Score does.

What Is HyperX Score

HyperX Score is a proprietary composite rating system that evaluates every indexed Hyperliquid wallet across six distinct performance dimensions. Each dimension is scored from 0 to 100, and the six scores are combined into a total score that represents the wallet's overall quality as a trader.

The score is not a single number pulled from a simple formula. It is a radar — a six-axis evaluation that reveals the shape of a trader's skill profile. Two wallets can have the same total score of 75 while looking completely different: one might excel in profitability and efficiency but score lower on stability, while the other might be a model of consistency with moderate returns. The radar visualization makes these differences immediately visible.

Scores are recalculated as new trading data comes in, so they reflect current performance rather than stale historical snapshots.

The Six Dimensions

Profitability

Measures how much money a wallet actually makes — accounting for absolute PnL, ROI relative to capital deployed, and the trajectory of returns over the evaluation period. A wallet that generates steady positive returns scores higher than one that had a single explosive winning trade, even if the absolute numbers are similar. Profitability answers the fundamental question of whether this trader makes money, but on its own it cannot distinguish skill from luck.

Stability

Evaluates the consistency of returns over time. A trader who produces 5% returns every week for three months scores much higher than one who lost money for ten weeks and then made it all back in a single trade. This dimension examines equity curve shape, drawdown frequency and depth, and how evenly returns are distributed. Stability is critical for copy trading — a high-stability wallet produces predictable, followable behavior, while a low-stability wallet might require you to endure painful drawdowns before any returns materialize.

Win Rate

Goes beyond the raw percentage of profitable trades. A scalper with a 65% win rate across 500 trades demonstrates a different kind of edge than a swing trader with 65% across 30 trades — the statistical confidence differs enormously. This dimension also accounts for the relationship between win rate and outcome magnitude. A wallet that wins 70% of the time but has an average winner smaller than its average loser will score lower than one with a 55% win rate where winners are three times larger than losers.

Risk Control

Measures how well a trader manages downside exposure — evaluating maximum drawdown (absolute and percentage), significant drawdown frequency, average drawdown depth, and recovery speed. A wallet that made 100% ROI but experienced a 60% drawdown scores far lower than one that made 50% ROI with a 15% maximum drawdown. This is arguably the most important dimension for long-term survival. A high risk control score signals a wallet likely to survive adverse conditions, which matters enormously if you plan to follow its trades.

Efficiency

Measures return generated relative to resources consumed — including PnL per unit of volume traded, leverage-adjusted ROI, and profit factor. A wallet generating $100,000 in PnL from $50M in volume is far more efficient than one generating the same from $500M. The first trader extracts more value per trade, indicating a sharper edge. The second might be churning through positions and paying significant fees to mask a thin margin.

Experience

Reflects the depth and breadth of trading history — considering total trade count, length of active trading period, asset diversity, and activity consistency over time. A wallet with 1,000 trades across 30 assets over six months scores higher than one with 50 trades on a single asset over two weeks. This is not about rewarding longevity for its own sake. It is about confidence — the more data points behind a score, the more you can trust it reflects genuine ability rather than variance.

How HyperX Tags Complement the Score

While HyperX Score provides quantitative ratings, HyperX Tags provide qualitative categorization. Tags are community-curated labels organized into five groups:

Profile tags classify trader archetypes: Steady Winner, Sharp Shooter, Scalper, Trend Follower, High Risk, and others.
Direction tags indicate Long Bias, Short Bias, or Direction Neutral.
Capital tags categorize by account size: Large, Medium, or Small Capital.
Holding period tags describe trade duration: Ultra Short Term, Short Term, or Long Term.
Strategy tags describe the broader approach: High Risk High Return, Steady Profit, Low Frequency High Precision, Aggressive Short Term, Conservative Long Term, or Volatility Arbitrage.

Tags become powerful when combined with score filters. Instead of browsing an undifferentiated list of high-scoring wallets, you can filter for wallets tagged "Steady Profit" with a minimum risk control score of 70, or wallets tagged "Scalper" with a minimum efficiency score of 80.

The AND/OR toggle for tag filtering adds further precision. In OR mode (the default), a wallet matches if it has any selected tag — useful for broad discovery. In AND mode, a wallet must have all selected tags — useful when you need a specific profile like "Large Capital" and "Long Bias" and "Steady Profit" simultaneously.

Using HyperX Score Effectively

Start with total score, then drill into dimensions. Setting a minimum total score of 60 or 70 immediately eliminates wallets that are weak across multiple dimensions. From there, filter by the dimension that matters most for your use case. For copy trading, prioritize stability and risk control. For idea generation, lean toward profitability and efficiency.

Compare radar shapes, not just numbers. Two wallets with a total score of 78 can have radically different profiles. The radar chart on each wallet's profile page makes this immediately visible. For copy trading, balanced profiles are generally safer. For idea generation, a wallet with extreme strength in one dimension might be exactly what you want.

Combine scores with tags. A score of 80 from a scalper means something different than a score of 80 from a swing trader. Use tags to narrow the population to the trading style you care about, then use scores to find the best within that style.

Do not ignore mid-range scores. The highest-scoring wallets attract the most copiers, which can create crowding effects. Wallets in the 65-80 range often represent excellent quality with less competition — strong enough to demonstrate genuine skill but not so prominent that the alpha is already being arbitraged away.

What the Score Does Not Tell You

HyperX Score is backward-looking — it reflects how a wallet has performed, not how it will perform. Market regimes change, and a strategy that scored 90 during a trending market may struggle during a range-bound one. The score also cannot capture qualitative factors like whether a trader has access to privileged information or whether their strategy has capacity constraints.

Use HyperX Score as the starting point of your research, not the ending point. It dramatically reduces the time needed to find wallets worth analyzing in depth. The final decision to follow, copy, or learn from a trader should always incorporate your own judgment about market conditions, risk tolerance, and strategy alignment.

Getting Started

HyperX Score is available now in the wallet discovery panel. Open the filter sidebar, expand the HyperX Score section, and use the sliders to set minimum and maximum values for any of the six dimensions or the total score. Combine with tag filters and quantitative metrics for precise, multi-dimensional wallet search.

Every wallet profile page also displays the full radar chart showing all six dimension scores at a glance. Use this to quickly assess whether a wallet's strength profile matches what you are looking for before diving into detailed trade history and performance analysis.