How to Evaluate a Trader Before You Back Them
A leaderboard tells you who is winning. It does not tell you how. Returns without context hide the risk taken to produce them, the time it took, and the behaviour behind the number — and those are the things that determine whether a record repeats. This is a guide to reading a trader's record properly: which metrics mean nothing alone, what a high win rate can conceal, and why a trader's personal record is not the same as their fund's.
No metric means anything alone
Every statistic on a trading profile can be made to look good in isolation, which is why reading them one at a time is how people talk themselves into bad decisions.
Read them in pairs instead. PnL beside maximum drawdown tells you what the return cost to produce. Win rate beside average win and average loss tells you whether the strategy survives being wrong. Volume beside average hold time tells you whether you are looking at a scalper or someone who holds a thesis for weeks. Directional bias beside most-traded market tells you whether a record depends on one call in one asset.
A record that looks strong on every pair is rare. A record that looks strong on one metric and unexamined on the rest is common, and it is the one that costs people money.
Return beside risk
PnL is the result. Maximum drawdown is what the trader endured to get there, and it is the more informative of the two.
Two traders can arrive at the same return by completely different routes. One compounds steadily and never gives back more than a tenth of the account. The other loses repeatedly and recovers it all with a single outsized position. The destination is identical; the process is not, and only one of them is something you would want to sit through.
There is a related distinction that trips people up: PnL and account value are not the same chart. PnL follows realised trading results. Account value also moves with unrealised positions, deposits, and withdrawals — so a deposit can lift account value without a single profitable trade, and a withdrawal can drop it without a loss. If you are assessing skill, read PnL. If you are assessing size, read account value.
Win rate is a style, not a score
A high win rate is the most persuasive and least informative number on a profile. It can describe a disciplined trader who cuts losers quickly. It can equally describe someone who takes small profits constantly and refuses to close a loser until it becomes catastrophic — a pattern that produces an excellent win rate right up until the trade that ends the account.
A low win rate can be perfectly healthy. A trader right 35% of the time whose winners are four times their losers is doing very well, and their equity curve will be lumpy in a way that has nothing to do with skill.
So the useful question is not how often someone is right. It is what happens when they are wrong. Average loss and maximum drawdown answer that; win rate on its own does not.
Behaviour tells you more than outcomes
A track record is the output of a process. The rest of a profile lets you see the process itself, which is what you are actually underwriting when you back someone.
Average hold time, directional bias, most-traded markets, net funding paid, and currently open positions describe how a trader behaves while capital is at risk. Funding in particular is worth a look — a consistently large negative number means the trader habitually holds positions against prevailing positioning, which is a style with a running cost.
The strongest signal available is the relationship between what a trader says and what they do. Posts make a thesis legible; recorded trades make it accountable. A trader whose public reasoning matches their executed positions over months is telling you something no single statistic can. So is one whose positions never resemble their posts.
The trader is not the fund
This is the distinction most likely to be missed, and it matters more than any metric above.
A trader's personal record shows how they have operated their own account — their capital, their risk tolerance, their sizing. A fund is a different mandate. It may run different position sizes, hold different assets, and take risk under constraints the personal account never had. The two records are kept separate on Rayze for exactly this reason.
One tells you who is managing the capital. The other tells you what happened to capital entrusted to them. Before a fund has a record of its own, you are underwriting the first as a proxy for the second — which is reasonable, as long as you know that is what you are doing.
What verification does and does not cover
Rayze statistics come from a trader's Hyperliquid account rather than from figures they type in, which removes an entire category of problem: there is no screenshot to doctor and no selectively reported quarter.
A verified badge is narrower than it looks. It confirms that the person owns the linked social account. It does not certify skill, profitability, trustworthiness, or endorsement by Rayze, and reading it as a quality signal is a mistake.
What the on-chain record genuinely removes is fabrication. What it cannot remove is market risk, or the possibility that a real and excellent track record simply stops working. Past performance does not predict future results — a transparent record makes a trader easier to assess, not safer to back.
Questions worth answering before you commit
If you cannot answer these from a profile, you do not know enough yet.
What is the repeatable edge behind this record, stated in a sentence? How much risk was taken to produce it? What happens when this trader is wrong — how large is the average loss relative to the average win? Do the live positions reflect the thesis being argued publicly? And the one that matters most: would you stay invested through the drawdown, or only through the return that attracted you?
Rayze does not decide which trader deserves your capital. It makes the record legible enough that reputation has to be earned rather than claimed, and leaves the decision where it belongs.
Frequently asked questions
- What should I look at first when evaluating a trader?
- Maximum drawdown, read beside PnL. The return tells you where a trader ended up; the drawdown tells you what it cost to get there and whether you could have sat through it. A strong return produced through a 70% drawdown is a different proposition from the same return produced through a 15% one.
- Is a high win rate a good sign?
- Not on its own. A high win rate can describe a disciplined trader, or one who takes small profits constantly and holds losers until they become catastrophic. Read it beside average win, average loss, and maximum drawdown. The useful question is not how often someone is right, but what happens when they are wrong.
- What is the difference between PnL and account value?
- PnL follows realised trading results. Account value also moves with unrealised positions, deposits, and withdrawals — so it can rise on a deposit without any profitable trade, or fall on a withdrawal without any loss. Read PnL to assess skill and account value to assess size.
- Does a verified badge mean a trader is trustworthy?
- No. Verification confirms that the person owns the linked social account. It does not certify skill, profitability, trustworthiness, or endorsement by Rayze. What the on-chain record removes is fabrication — statistics come from the trader's actual Hyperliquid activity rather than figures they report themselves.
- Is a trader's personal record the same as their fund's performance?
- No, and the two are kept separate deliberately. A personal record shows how someone operated their own capital. A fund may use different position sizes, hold different assets, and run under a different mandate. Assess both once a fund has a record of its own.
- Can on-chain transparency make investing safe?
- No. Transparency makes risk easier to evaluate; it does not reduce it. Leverage, liquidation, strategy risk, smart contracts, and integrated venues all remain. A verifiable record tells you what a trader has done, not what they will do next.
Read the records yourself
Every statistic comes from settled on-chain activity, not from figures a trader reports about themselves.
Rayze is a non-custodial technology provider — not a broker-dealer, investment adviser, or financial intermediary. Nothing on this page is financial, investment, tax, or legal advice. All investing involves risk, including loss of principal, and leverage increases that risk. Past performance does not predict future results. Users are solely responsible for their own investment decisions.