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Ladder Trader

Lead-Lag Between Spot and Perpetual Markets

Perpetual futures often trade more volume than spot. Does that mean they lead price discovery? How to test it, and why the answer changes.

Ladder Trader ResearchResearch Note6 min read
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For many crypto assets, perpetual futures trade substantially more notional volume than spot. Leverage lets participants express views with less capital, and the absence of expiry makes positions easy to hold. It is natural to ask whether perpetuals therefore lead spot in reflecting new information.

Testing for a lead

  • Cross-correlation of returns at a range of lags on synchronized, high-frequency data.
  • Vector autoregressions and Granger-causality tests on returns.
  • Information-share measures on cointegrated spot and perpetual price series.

Results reported across studies are mixed. Perpetuals often appear to lead during leverage-driven moves, while spot can carry more weight when flows originate from unleveraged buyers or from products that settle against spot.

Rather than a fixed hierarchy, the relationship is best monitored as a time-varying property of the market — one that shifts with the balance between leveraged and unleveraged participation.

This publication is provided for informational purposes only and does not constitute investment, legal, or tax advice, or an offer or solicitation to buy or sell any asset. Live figures are computed from third-party public market data and may be delayed, incomplete, or inaccurate.