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Market Bench

LLMs write and backtest quantitative trading strategies (simple trading, pairs trading, dynamic hedging), scored on backtest error and executable passes. By AfterQuery.

Publisher
AfterQuery
Domain
Finance
Published
Jun 2026
Notable for
Tests models on real market dynamics with order-book data; metric is backtest MAE (lower is better).
Official leaderboard
marketbench.ai

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FAQ

What is Market Bench?
LLMs write and backtest quantitative trading strategies (simple trading, pairs trading, dynamic hedging), scored on backtest error and executable passes. By AfterQuery.