Original data · Studies

Swiftedge Research

Original studies built from Swiftedge's own recording of the order book, four times a second, with every trade. Each study states its method, publishes its data and can be cited.

Studies

Where crypto and gold liquidations sit right nowLive: the USD value of leveraged longs and shorts that would be liquidated within 1, 2, 5 and 10% of price, on every market. Updated every few minutes.Do GEX levels really pin Bitcoin? A test against control levelsWe checked whether price touches options GEX levels more often than ordinary control levels at the same distance.When is the order book thinnest? Weekends and the daily breakResting liquidity near price for every UTC hour and at the weekend, on crypto, metals, oil and US indices.Opening range breakouts: do they follow through? A placebo testTokyo, London and New York opening range breakouts on crypto, gold, oil and US indices, tested against the same breakout at a random time of day.

Swiftedge Wall Report

A monthly study of large order book walls: price levels where unusually large resting orders sat for at least six minutes. For every wall it records what happened when price came near. Did the wall hold, was it eaten by trades, or was it pulled before price reached it?

First edition: the first Wall Report covers November 2026 and will be published in early December 2026, with the full data as a CSV file.

How it works

Common questions

Where does the data come from?

From public perpetual futures order books from Hyperliquid and Lighter, recorded by Swiftedge four times a second together with every trade. The classification is Swiftedge's own.

Can I cite or reuse the results?

Yes. Each edition has a suggested citation, a permanent link and a CSV with one row per wall.

Is this a trading signal?

No. The studies describe what happened in the order book. They are information and education, not signals, forecasts or financial advice.

Keep reading

Swiftedge DepthWatch walls form and disappear live on the order book heatmap.GlossaryOrder book, aggressor, absorption and other terms.