hard · Market Microstructure

On an exchange using price-time priority, 50 co-located HFT firms all submit new limit orders to the same price level at the same instant in response to a quote update.

Which statement best describes the queue dynamics and the resulting latency race?

  1. All 50 firms receive equal fills because co-location guarantees identical latency for all subscribers.
  2. The firm whose order arrives at the matching engine first (lowest network and processing latency) obtains the best queue position; the remaining firms queue behind it in arrival order, creating an arms race in hardware and proximity investments.
  3. Fill priority at the same price level is random under Reg NMS, so queue position provides no systematic advantage.
  4. The firm with the largest order size at the same price level receives priority, making capital size the dominant factor over latency.

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