Liquidity Magnet
Orderflow-derived predictor that ranks the liquidation clusters most likely to be swept next. CVD alignment, OI delta, funding regime and orderbook depth feed a single 0-100 magnetism score per pair. BTC and ETH on Hyperliquid during PoC.
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The magnet infers hypothetical positions from trade flow, projects liquidation prices across a retail leverage distribution, clusters by price bucket and ranks each cluster by size, density, distance and regime alignment. Softmax normalizes raw scores into probabilities; a no_sweep baseline is included so the four rows always sum to 100%.