Detect large-trade activity in crypto options markets
Answers whether large crypto option trades lean toward calls or puts. It scans recent trades on one crypto options venue for a symbol, tallying call versus put notional across them and isolating institutional-sized prints of $500K notional or more. It computes a notional put/call ratio, flags a bullish, bearish, or neutral tilt, and marks activity unusual when three or more large trades appear. Large trades may come from informed traders or may be hedges, legs of a structure, or low-delta positions, so a tilt describes where size traded rather than forecasting a move; clear tilts raise an alert.
Large-print options flow - and the inference problem that sits underneath every 'unusual options activity' product.
WHAT IT READS. Recent trades on one crypto options venue for a symbol, tallying call against put notional across them, computing a notional put/call ratio, and isolating prints of $500,000 notional or more.
THE PREMISE, stated more carefully than the marketing version. Large trades MAY come from institutions or informed traders - and may equally be inexpensive low-delta positions, hedges, inventory transfers or legs of a structure. Size alone does not establish intent, and notional is not premium: a large-notional far-out-of-the-money trade can cost very little. There is genuine academic work here: Easley, O'Hara and Srinivas (1998) model informed traders CHOOSING BETWEEN the stock and option markets, and find that option volume can carry information about subsequent stock price changes under some conditions.
THE FOUR REASONS THE INFERENCE IS WEAKER THAN IT LOOKS, and a student should be able to produce this list unprompted.
SO A NOTIONAL PUT/CALL RATIO SUMMARISES ACTIVITY, NOT INTENT. Note also that notional weights by contract count rather than by risk. Far-out-of-the-money options have small delta and low premium, so a LARGE NUMBER of them produces large underlying notional while carrying very little actual exposure - which is how a notional ratio comes to be dominated by cheap lottery-ticket strikes. Weighting by premium paid, or by delta, would answer different and arguably better questions.
THE THRESHOLD IS THE ANALYSIS. Which prints count as institutional is set by the $500,000 cut-off, and 'unusual' is set at three or more such trades. Both are conventions, and moving either changes every result - so compare readings for the same asset over time rather than across assets with different typical trade sizes.
COVERAGE is one venue. Deribit is the dominant crypto options venue, which makes it a reasonable proxy; it is not the whole market, and off-exchange and OTC flow is invisible here.
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