Live · updates every 5 minutes

Loading the most recent published reading…

Last updated ·
This reading is not current.
Markets under
structural pressure
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
Archive reconstruction

Historical evidence

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

ETH2026-06-02
12:30Warning
14:30Cascade start
16:20Liquidation peak
230 minWarning → peak
View replay
BTC2026-06-07
20:10Warning
22:10Cascade start
23:00Liquidation peak
170 minWarning → peak
View replay
BTC2026-04-17
11:17Warning
13:10Cascade start
14:00Liquidation peak
163 minWarning → peak
View replay
BTC2026-06-04
22:41 −1dWarning
00:25Cascade start
01:25Liquidation peak
164 minWarning → peak
View replay
ETH2026-05-17
21:40Warning
23:40Cascade start
23:50Liquidation peak
130 minWarning → peak
View replay

All times UTC; −1d marks a warning on the preceding day. Warning is the first threshold crossing. Every event is reconcilable to per-minute liquidation data.

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
Recording
prospectively since
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.

Depth

Archive

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

449
Documented cascades
46
Markets
Apr 2026
Archive begins
Browse the archive →

Institutional access

Confirmed signals, per-market detail and programmatic access are available to qualified risk and trading desks under evaluation.