The Anatomy of a Blockchain Prediction Market: Polymarket in the 2024 U.S. Presidential Election

Fuente: arXiv
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Autores principales: Tsang, Kwok Ping, Yang, Zichao
Formato: Preprint
Publicado: 2026
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author Tsang, Kwok Ping
Yang, Zichao
author_facet Tsang, Kwok Ping
Yang, Zichao
contents Using on-chain Polygon data, we analyze Polymarket's 2024 U.S. Presidential Election market and develop a transaction-level accounting framework with two components: a volume decomposition that separates exchange-equivalent turnover from share minting and burning, and trader-level disagreement measures. Naive aggregation reports $958M of October Trump-market volume, compared with $391M under our decomposition. Market quality improved as arbitrage-deviation half-lives fell from hours to under a minute and Kyle's λ dropped from 0.53 to 0.01. During October's large-account episode, capital flowed into both sides simultaneously, consistent with heterogeneous-beliefs trading rather than one-sided manipulation. The framework generalizes to other tokenized prediction markets.
format Preprint
id arxiv_https___arxiv_org_abs_2603_03136
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle The Anatomy of a Blockchain Prediction Market: Polymarket in the 2024 U.S. Presidential Election
Tsang, Kwok Ping
Yang, Zichao
General Economics
Economics
Using on-chain Polygon data, we analyze Polymarket's 2024 U.S. Presidential Election market and develop a transaction-level accounting framework with two components: a volume decomposition that separates exchange-equivalent turnover from share minting and burning, and trader-level disagreement measures. Naive aggregation reports $958M of October Trump-market volume, compared with $391M under our decomposition. Market quality improved as arbitrage-deviation half-lives fell from hours to under a minute and Kyle's λ dropped from 0.53 to 0.01. During October's large-account episode, capital flowed into both sides simultaneously, consistent with heterogeneous-beliefs trading rather than one-sided manipulation. The framework generalizes to other tokenized prediction markets.
title The Anatomy of a Blockchain Prediction Market: Polymarket in the 2024 U.S. Presidential Election
topic General Economics
Economics
url https://arxiv.org/abs/2603.03136