PredictionMarketBench: A SWE-bench-Style Framework for Backtesting Trading Agents on Prediction Markets

By Avi Arora, Ritesh Malpani

Published 2026-01-28

Everscope rating

1545

Relevance to quantitative trading

8 / 10

Implementation complexity

6 / 10

Reproducibility

5 / 5

About this paper

Methodology: PredictionMarketBench. Problem types: Algorithmic Execution, Market Making, Reinforcement Learning, Portfolio Optimization, Risk Management.

arXiv:2602.00133 · Code · Paper rankings

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