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What is the concentrated label?

When a single event drives at least 60 percent of a wallet's net result, the verdict carries the concentrated style label: the per-position edge can be clean while the dollar outcome rode on a few events, and a copier would experience the lumpy path, not the average.

The answer first

The concentrated label is a descriptive style tag in Convexly's skill read. It attaches when the single biggest winning event's PnL divided by the wallet's net PnL is at or above 0.6: one event is at least 60 percent of the net result. Since the 2026-07-15 realized-edge reframe it never changes the verdict; the sufficiency and interval gates decide the state, and the label travels with it to say how the money was made. The mandatory caveat is the point: the equal-weighted per-position edge can be clean while the dollar outcome rode on one or two events, so the average is not the path anyone following the wallet would live through, and concentrated records can mask gamed activity.

The ratio is deliberately not capped at 1. When the wallet's other events netted negative, the single biggest win can exceed the entire net result: observed values like 2.7 are real. A ratio above 1 means the rest of the record lost money on net and one event carried everything.

Worked example: Edge Score 95.8, unreadable record

A real row from the frozen 2026-06-09 scan of our own published top-50 cohort (full table at /research/top50-skill-scan). Wallet 0x0d83ca sat near the top of the board with an Edge Score of 95.8 and positive net PnL. Its skill read:

  • Realized entry edge +1.9pp across 35 resolved positions, 95 percent interval [-7.8, +11.9].
  • Concentration ratio 2.70: the single biggest winning event was 2.7 times the net result, meaning everything else netted negative.

A reader who saw only the board position would call this wallet elite. The resolved record says two things instead: the interval includes zero, so the edge is not separable from chance, and the concentrated style attaches because the result is one event. (The frozen 2026-06-09 scan predates the 2026-07-15 reframe, so its artifact reported this row as too concentrated to read; the numbers are unchanged.) In the same scan, 15 of the 35 testable wallets crossed the same threshold, which is a large part of why raw profit leaderboards mislead.

Why more positions do not clear it

The insufficient state (fewer than 30 resolved positions, or fewer than 20 independent resolved events) is a sample-size problem: resolve more independent positions and the read becomes possible. The concentrated label is a composition fact: the record IS the one event, and adding small positions around it does not change what made the number. The label drops only when the composition changes, when no single event is 60 percent of the net. The sufficiency guardrail that used to ride on this threshold now lives in the independent-event-cluster floor: an interval computed on fewer than 20 independent events is capped at insufficient, whatever the point estimate, and that floor fails closed. Concentration can also mask gamed activity, which is why the label's caveat is mandatory rather than a footnote.

What the label does NOT mean

Concentrated is not an accusation and not a verdict of no skill. A genuinely skilled trader who concentrated once, correctly, keeps whatever verdict the gates produce, with the label and its caveat attached so nobody reads the dollar figure as a repeatable average. The label states a fact about composition: the dollar outcome rode on one outcome. The frozen wording lives in the lexicon, and the threshold is documented on the methodology page.

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Frequently asked

What is the concentrated style label?
A descriptive label that attaches when a wallet's single biggest event accounts for at least 60 percent of its net result. It says how the money was made: the equal-weighted per-position edge can be clean while the dollar outcome rode on one or two events. Since 2026-07-15 it never changes the verdict; it travels with whatever state the sufficiency and interval gates produce, always with that caveat. Before 2026-07-15 the same threshold demoted the read to a flagged state; that older behavior is retired.
How is the concentration ratio computed?
The single biggest winning event's PnL divided by net PnL. The ratio is deliberately not capped at 1: when other events netted negative, one big win can exceed the whole net result, and observed values like 2.7 are real, not a bug. A ratio at or above 0.6 attaches the concentrated style label. When net PnL is at or below zero the ratio is not computable and no label attaches.
If concentration no longer demotes, what stops a one-event record from reading as skilled?
The independent-event-cluster floor. The realized-edge interval is an event-clustered bootstrap, so its effective sample size is the count of independent resolved events, and a would-be-skilled read with fewer than 20 independent events is capped at insufficient; the floor fails closed when the count is missing. In the frozen 2026-06-09 scan, one wallet carried an Edge Score of 95.8 and positive net PnL, but its concentration ratio was 2.70 and its measured edge was +1.9 probability points with a 95 percent interval of [-7.8, +11.9] across 35 resolved positions: an interval that includes zero, so the record is not separable from chance, with the concentrated style attached.
Does more trading clear the concentrated label?
Only by changing the composition. The label is about composition, not sample size: a wallet can add hundreds of small positions and the record remains dominated by the one event that made it, so the label stays until no single event is 60 percent of the net. That is different from the insufficient state (fewer than 30 resolved positions or fewer than 20 independent events), which more resolved, independent positions do fix.
How common is high concentration among top wallets?
Common. In Convexly's frozen 2026-06-09 scan of its own published top-50 Polymarket cohort, 15 of the 35 testable wallets crossed the 60 percent threshold (that scan predates the 2026-07-15 reframe, so it reported them as too concentrated to read; today the same records would carry the concentrated style label on their interval read). Barbell-shaped records are the norm at the top of profit leaderboards, which is a core reason raw PnL rank is a poor skill signal.

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