How HyperStats Trader Grade Works
Understand how HyperStats grades traders using realized trade quality, risk control, and proof instead of raw wallet size alone.
HyperStats trader grade is meant to answer a different question than rank: not just who made the most money, but who looks strongest when quality and proof are combined.
That is why the model does not simply reward raw wallet size or one lucky short-term spike.
What quality means
Quality is based on realized trading behavior: edge, risk control, recent realized performance, and how traders handle exits. The goal is to reward repeatable realized results instead of temporary open PnL swings.
A trader with high realized quality but poor risk control should not look the same as a disciplined trader with similar profits.
What proof means
Proof is the part that stops tiny or one-off wallets from dominating the best grades. It considers trade count, realized PnL magnitude, and how much real risk has been put through closed positions.
That is why a small wallet with a few lucky exits will not usually outrank a more proven trader with deeper realized history.
How to use grade on the leaderboard
Use grade as the first filter, not the only one. Then compare realized 7D or 30D performance, closed risk, and the trader's current main token to decide whether the wallet fits your strategy.
Grade is best used to narrow the field before you inspect the wallet page in detail.
Frequently Asked Questions
Is HyperStats grade the same as rank?
No. Rank is the page ordering, while grade is a broader quality-plus-proof signal about how trustworthy the trader's results look.
Does grade reward big wallets automatically?
No. Proof matters, but raw wallet size alone is not enough. The model is designed to weight realized quality and evidence together.
Related Guides
How to read the HyperStats Top Traders leaderboard, interpret grades, and filter for the traders that actually match your strategy.
How to decide which Hyperliquid traders are worth watching instead of just sorting by one noisy number.
How to use HyperStats to follow whale wallets, watch real-time activity, and identify meaningful large-trader signals on Hyperliquid.