MEV Extraction Models

MEV extraction models are quantitative frameworks used to estimate the potential profit from identifying and executing specific on-chain opportunities. These models aggregate data from decentralized exchanges, lending protocols, and other on-chain sources to calculate the expected value of a transaction sequence.

They incorporate variables such as capital requirements, expected gas costs, and the probability of execution success. By refining these models, searchers can better allocate their capital and compute resources toward the most lucrative opportunities.

These models are the engine behind the sophisticated searcher infrastructure that defines modern decentralized finance. They provide the mathematical foundation for competitive value extraction.