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Aperiodic Replays

Market events, replayed minute by minute

When markets break, the story is in the order book. Each replay rebuilds one event from the same point-in-time liquidity, order-flow and derivatives metrics you can query from the catalog.

No. 01 · 10 October 2025

The night the order book vanished

A tariff post, half the order book gone in six minutes, then the cascade. Rebuilt from depth, flow and open interest on Binance, OKX and Hyperliquid.

Watch the replay

More replays

No. 02 · 12 March 2025

The trade the vault had to take

A 50× ETH long on Hyperliquid, liquidated into the exchange’s own vault, replayed from order-book and open-interest data across Binance, OKX and Hyperliquid.

Watch the replay
Aperiodic

Microstructure, liquidity & order flow metrics for crypto perpetuals.

Built from hundreds of terabytes of raw data and distilled into point-in-time metrics you can pull as parquet files. Plus the raw trades, quotes and derivatives data behind them.

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Shown: minute closes of 847 perpetuals, 20:30–22:30 UTC on 10 Oct 2025, IOTX in orange · built with ohlcv 1m