Liquidation screener: when a side skew becomes a setup

Written by JustScreener Research Team Last updated August 13, 2026

Every futures pair has two sides, and most of the time they sit close to even. Sometimes that breaks: longs outnumber shorts two or three to one, the crowded side keeps paying funding, and price refuses to move. That is a reversal setup, not a prediction — a balance of forces a liquidation cascade may come out of, or may not. The JustScreener liquidation screener finds those pairs and sends a Telegram message or push with the numbers you need to make your own call.

How the liquidation screener works

The screener re-reads positioning across liquid pairs on a regular cycle and checks it against open interest, the funding rate, and how price is behaving. Stale data is never used: with no fresh long-to-short ratio the screener stays quiet rather than working off yesterday’s numbers. Once the skew and the setup score clear your thresholds, a notification arrives:

Ticker and the squeezed side: longs or shorts
Long-to-short ratio, with the venue the positioning came from
Current funding rate — what the crowded side is paying
Setup score from 1 to 100
Nearest stop cluster — the 24-hour price extreme

One pair fires at most once every 4 hours. A skew lives a long time, and repeating the same case every half hour is noise.

What builds the setup score

The score is a number from 1 to 100 built out of four observable signs. Here is each of them, so you know what the slider actually raises and lowers.

Side skew

How far one side outweighs the other. The slider runs from 1.1× to 10×, with 2× as the default.
2× is roughly 67% of participants against 33%; 3× is 75% against 25%.
Below 1.5× the sides are effectively even and there is nobody to squeeze.

Funding cost

The crowded side pays the other one at every funding settlement.
The more expensive the carry, the shorter the patience of whoever is paying.
Cheap funding on the same skew scores lower: holding the position barely hurts.

Open-interest build

Open interest climbing over the hour means fresh money is joining the skew, not that old positions are sitting there.
Cut pairs with thin open interest using the filter: closing a few dozen positions does not move a market.

Stalling price

The crowd has piled in, keeps paying, and nothing moves — the most uncomfortable spot for anyone holding.
Once price starts running the crowded side’s way, the setup falls apart: now the carry buys something.

Who the liquidation screener is for

Counter-trend traders — look for pairs where the crowd has piled onto one side and take the other one with a tight stop.
Swing traders — set a high score threshold and get a few tight setups a week instead of a stream.
Anyone already in a position — finds out they are on the crowded side in time to move the stop.
Scalpers — pick "longs squeezed" or "shorts squeezed" on its own and trade only their direction.

What the screener does not do

The score is not a probability. 85 out of 100 does not mean "fires 85% of the time". It is a weighted sum of four signs with no outcome statistics behind it, and calling it a forecast would be a lie.
The cascade may never fire. A skew sometimes holds for days and unwinds quietly, with no sharp move at all. The signal describes the balance of forces at the moment of the check — nothing more.
This is not a liquidation heatmap. The "nearest stops" figure is the 24-hour price extreme, the level where stops usually cluster. A real map cannot be computed without leverage data, and we do not invent one.
The screener never names your entry. It shows the pair worth a look and the numbers that explain why. Entry, stop, and position size are yours.

Price tells you what already happened. Side skew and funding tell you who is paying for what right now — and whose patience runs out first. The liquidation screener keeps that picture under watch across every liquid pair at once and only writes when the signs line up.

Important: side skew is one layer of the picture, not a trading system. Check the signal against the chart, volume, and levels before you open anything.

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