Crypto Liquidation Heatmap, Explained

What a liquidation heatmap shows

Every leveraged position on a perpetual futures venue has a liquidation price: the level where the exchange force-closes it with a market order because the collateral ran out. Exchanges do not publish where those levels sit, but they can be estimated. Traders pick the same round leverage (10x, 20x, 25x) near the same obvious entries (round numbers, recent highs), so thousands of independent positions end up with liquidation prices within a hair of each other.

A liquidation heatmap draws those estimates as colored bands across price. Each band is a liquidation cluster: a stack of forced orders waiting at one level. The brighter or warmer the band, the larger the estimated stack in dollars. Read left to right it is a timeline; read top to bottom it is the queue of forced orders above and below the current price.

• Bands above price: clustered short liquidations. If reached, they fire as forced market buys.
• Bands below price: clustered long liquidations. If reached, they fire as forced market sells.
• Band intensity: the estimated dollar size of the forced orders stacked at that level.

How to read clusters, and how they become cascades

A cluster matters because every liquidation inside it is a guaranteed market order. When price reaches the stack, those orders fire together and shove the price further in the same direction, which can trigger the next stack. That chain reaction is a liquidation cascade, and the fastest moves in crypto are usually cascades. The heatmap makes the path visible before it runs: which cluster is closest, how big it is, and what sits behind it.

The reading discipline is three steps. Direction first: which side of price holds the bigger stacks. Size second: a thick band is more fuel than a thin one. Sequence third: the nearest cluster is the one whose forced orders can carry price into the next. None of this says which side gets reached. A heatmap is descriptive market structure, not a prediction of direction.

A worked example with real numbers

Bitcoin trades at $60,000. Using the standard isolated-margin approximation with a 0.5% tier-1 maintenance margin rate, the crowd's liquidation prices land at predictable levels, and the heatmap shows three bands:

Read it: a push up into $62,100 fires the short band, and those forced buys add fuel to the move up. A slip down through $57,720 fires the first long band, and those forced market sells can drag price into the larger 10x stack at $54,300, where a second, bigger wave of forced sells waits. That two-step path is the cascade, and it is mechanical, not mysterious. Verify the levels yourself on the free liquidation price calculator; the liquidation mechanics are in the plain-English explainer.

The levels above are an illustration from the standard formula, not live data. Each exchange publishes its own tiered maintenance margin table, and fees and funding pull real triggers slightly closer.

The number most heatmaps leave out

Every liquidation heatmap you will find, ours included, is an estimate: no exchange publishes its open liquidation levels. What most maps never tell you is whether their levels meant anything afterward. Colors without accountability.

Hunter Killer publishes the measurement next to the level. Each published level carries its measured hit rate, how often price actually traded through it within the measurement window, on historical data, together with the sample size behind that rate and a cautious Wilson lower bound. When there is not enough history, the level says so instead of dressing up a guess. The methodology is public, and every number on the proof page shows its n.