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Markets under
structural pressure
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At cascade
pressure

QUIET · BUILDING · ELEVATED · STRESSED — bands on the count of markets in concurrent liquidation above their own calibrated thresholds. Full methodology →

Monitored universe

Markets

Every monitored perpetual futures market, banded on its own calibrated liquidation level over the trailing fifteen minutes. Thresholds are per market, so a thin book and a deep book are treated on the same basis.

NORMAL Liquidation below this market's calibrated threshold
ELEVATED At or above this market's liquidation threshold
CASCADE PRESSURE At or above this market's cascade threshold

Markets with documented cascades link to their archive record; the rest are monitored but have no cascade on file yet.

Archive reconstruction

Historical evidence

Documented cascades identified by applying the methodology to recorded liquidation data after the fact. This shows how the method classifies recorded events after the fact. It cannot demonstrate that a warning existed beforehand — that is what the prospectively timestamped record below is for.

ETH2026-06-02
14:30Cascade start
16:20Rolling liquidation peak
View replay
BTC2026-06-07
22:10Cascade start
23:00Rolling liquidation peak
View replay
BTC2026-04-17
13:10Cascade start
14:00Rolling liquidation peak
View replay
BTC2026-06-04
00:25Cascade start
01:25Rolling liquidation peak
View replay
ETH2026-05-17
23:40Cascade start
23:50Rolling liquidation peak
View replay

All times UTC. Each event is a cascade classified after the fact by RiskLoom's internal L3 rule; the peak is the 60-minute rolling liquidation peak. Every event is reconcilable to five-minute liquidation records.

Prospective record

Prospectively timestamped record

Every reading above is written to an append-only ledger the moment it is computed and is never revised — enforced by database grants and a hash chain, not by policy. How the ledger works →

Accumulating in real time
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Recording
prospectively since
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Readings published
and timestamped
At
observation
Every reading is
timestamped

The record begins at zero and accumulates. An entry demonstrates that a state was recorded before whatever followed it — a materially stronger claim than a reconstruction, and the reason the two are labelled separately throughout.

Recent recorded episodes

What the record has actually caught. Every row below was written to the ledger as it happened and has not been revised since.

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Depth

Archive

The full documented archive of liquidation cascades, browsable with step-by-step replay.

Historical archive (snapshot as of 20 August 2026, earlier CRI-based methodology), browsable on /replay and /proof.

Browse the archive →

Institutional access

Per-market detail is available in the Terminal to qualified risk and trading desks under evaluation; API access on request.