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Methodology

The honest math, in the open.

Anyone can screenshot a whale's gains. We publish the number that matters: the real return on the capital they actually deployed, with realized profit in dollars beside it. Here is exactly how that number is built — and why we'd rather show you a loss than a fantasy.

On-chain sourcedReal ROIWalk-forwardNon-custodial
01Who counts as a whale

How whales are identified

A whale is a wallet whose Polymarket activity clears a size and consistency bar over a trailing window — not a one-time lucky ticket. We rank candidates by realized capital deployed and the number of distinct markets traded, then require sustained activity so a single oversized bet can't buy a spot on the leaderboard.

The set is rebuilt on a rolling basis. A wallet that goes quiet ages out; a wallet that keeps trading at size stays in. Identification uses only data available up to the cutoff — never the trades we later score them on. That separation is what makes the performance numbers walk-forward rather than curve-fit.

02Provenance

Where the data comes from

Everything starts on-chain. Positions and fills are read from Polymarket's settlement contracts on Polygon and the public order/trade indexes — the same ledger anyone can audit. We do not rely on a wallet self-reporting its own returns, and we do not ingest a private feed you can't check.

Where the dashboard shows a market price or a resolution, it traces to an on-chain event: a fill at a price, a position opened or closed, a market resolved to an outcome. When a surface is showing illustrative rather than live data, it is labeled Sample data — we never dress sample numbers up as live.

03The number that matters

How ROI is computed

We rank whales on the real return on deployed capital: cash PnL plus realized PnL, divided by the cost basis the wallet actually committed. It is read straight from on-chain fills — not a mark-to-mid fantasy and not a number a wallet self-reports.

Beside ROI we show realized profit in dollars, because a percentage alone is misleading: a small stake can post a huge ROI while moving almost no money. Showing both keeps the leaderboard honest about who is actually winning at size.

ROIReturn on capital
Profit $Realized profit
30 / 30Walk-forward split
04The vocabulary

The numbers, defined

A handful of terms appear across the dashboard. Here is exactly what each one means, so nothing on the board is ambiguous.

ROI on deployed capitalThe real return — (cash PnL + realized PnL) over cost basis — read straight from the wallet's on-chain fills. This is the number the board ranks on.
Realized profitThe profit in dollars the wallet actually realized, shown beside ROI so a big winner isn't buried under a small-stake percentage.
Reported ROIROI as Polymarket reports it directly. We keep it visible as a cross-check, but rank on the real return on deployed capital.
Walk-forwardScoring a wallet only on trades that happen after the window we used to identify it — no peeking at the future, no survivorship selection.
05The honesty thesis

Why ROI can be negative — and why we show it

Here is the uncomfortable part. A wallet can sit high on volume and still post a negative real ROI on the capital it deployed. When that happens, we print the negative number in plain sight.

We do this on purpose. A tool that only ever shows green is selling a feeling, not a measurement — and the moment you can't see a loss, you can't trust the wins either. Publishing the losses is what makes the gains falsifiable. The honesty is the product: you get to decide which whales are worth following with eyes open, not a leaderboard engineered to flatter.

Tail the best bettors in the world. If the receipts are red, you see red. That's the point.

06Boundaries

What we do not do

TailWhales is intelligence, not a broker and not an advisor. Being explicit about the boundaries is part of being trustworthy.

Custody. We never hold your funds, keys, or positions.
Auto-execution. TailWhales places no trades. You open Polymarket and place the bet yourself.
Financial advice. ROI is a backward-looking measurement, not a prediction or a recommendation.
Guaranteed outcomes. Past whale performance does not bind the future.
TAILWHALES · tailwhales.com