> ## Documentation Index
> Fetch the complete documentation index at: https://docs.polywin.bot/llms.txt
> Use this file to discover all available pages before exploring further.

# How Traders Are Scored

> AI Score, Risk level, Insight, and the Top 10.

Every trader in AI Picks goes through a multi-stage pipeline before they appear in the hub. The output you see is a **Score**, a **Risk level**, and an **Insight** — plus a ⭐ Top 10 badge for the highest-conviction picks.

## AI Score (0–100)

The headline number. Higher is better. It weighs:

<AccordionGroup>
  <Accordion title="ROI efficiency">
    Realized return per dollar deployed. Sustained, not one-off.
  </Accordion>

  <Accordion title="Win rate">
    Percentage of closed positions that finished in profit, corrected for dead losers that haven't been sold.
  </Accordion>

  <Accordion title="Consistency">
    How evenly returns are distributed across trades — not concentrated in one bet.
  </Accordion>

  <Accordion title="Activity and hold time">
    Active traders with short-to-medium holds rank higher than dormant whales or passive holders.
  </Accordion>

  <Accordion title="Authenticity">
    Filters wallets showing wash trading, bot patterns, or leaderboard farming.
  </Accordion>

  <Accordion title="Clean book">
    Traders who close their positions properly rank higher than those sitting on unresolved or abandoned bets.
  </Accordion>
</AccordionGroup>

## Risk level

Every trader also gets a **LOW**, **MEDIUM**, or **HIGH** label. Risk reflects how steady the trader's edge is — a high-score trader can still be high-risk if their PnL comes from rare big wins.

* **LOW** — boring but reliable. Consistent, short-hold, high-win-rate trading.
* **MEDIUM** — mixed style. Some big wins, some losses.
* **HIGH** — concentrated, high-conviction bets. Big upside, bigger drawdowns.

## Insight

A short AI-written note on each card — what markets the trader is good at, when they perform, who should copy them, and what to watch for.

## The Top 10 ⭐

Our AI picks 10 standout traders per run. They get a **⭐ badge** next to their rank across every sort tab. These are the cream.

<Warning>
  AI Score, Risk, and Insight are informational only. Past performance does not guarantee future results — even a 95-score LOW-risk trader can lose.
</Warning>