AlphaOpsBench: Benchmarking End-to-End Alpha Strategy Operationalization in Prediction Markets

Large language models increasingly generate quantitative trading strategies, yet existing benchmarks assume standardized assets, numerical features, or directly compilable strategy representations---assumptions that prediction-market strategies violate, since a coarse idea may leave the traded outco