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Option Pricing on Automated Market Maker Tokens

Philip Z. Maymin·2026

Market making in volatility and options, studied by Maymin in 2026 with a mathematical derivation. The abstract does not mention a benchmark, an out-of-sample test, transaction costs, multiple testing or the size of the universe.

“Empirically, after controlling for pool depth and flow volatility, realized return variance across 90 Bittensor subnets exhibits a strongly negative price elasticity, decisively rejecting geometric Brownian motion and consistent with the CEV prediction.”

AssetVolatility and optionsoptions
StrategyMarket makingoptions strategies
TechniqueMathematical derivation
GeographyEurope

Also stated: Options-implied

Missing from abstract: benchmark, out-of-sample test, costs, multiple testing, universe

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The paper's neighbourhoodMarket making by year
■ volatility and options■ crypto■ equities■ other assets201032015220202This paper2026■ volatility and options■ crypto■ equities■ other assets201032015220202This paper2026
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