Most traders do not use raw tick data. Here is a real-time chart showing how SKA handles price collisions and produces stable regime transition probabilities.

Most traders do not use raw tick data. Here is a real-time chart showing how SKA handles price collisions and produces stable regime transition probabilities. The alpha: price follows paired regime transitions. A complete cycle of neutral → bull followed by bull → neutral drives the price up. A complete cycle of neutral → bear followed by bear → neutral drives the price down. The signal is not persistent states (bull → bull, bear → bear), but paired transitions. Built with QuestDB 9.3.3 + Grafana + SKA real-time engine.