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Order-to-trade ratio

The number of order messages a participant sends per resulting trade, monitored by venues and regulators as a proxy for wasteful or abusive messaging.

Messages are not free to the system: every add, cancel and amend consumes matching-engine and data capacity. Venues therefore charge excess-message fees or impose ratio limits, and surveillance treats extreme ratios as a flag for quote-stuffing.

A high ratio is not automatically abusive. Genuine market makers cancel constantly because they are managing risk across thousands of instruments. The concern is messaging with no intent to trade.

Example: a venue allows 100 messages per executed trade before charging. A firm sends 640,000 messages and does 3,200 trades — a ratio of 200. The 320,000 excess messages at $0.001 each is a $320 daily surcharge, plus a place on the venue's monitoring report.

Related: quote-stuffing, self-trade-prevention, phantom-liquidity, exchange-fee

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