BotTrade – a replayable benchmark for autonomous trading agents

Name: BotTrade – a replayable benchmark for autonomous trading agents
Availability: InStock
Author: remote_ctrl

by remote_ctrl·Jul 16, 2026·1 point·1 comment

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AI Analysis

●●●BangerBig BrainShip It

Live leaderboard proving Claude Opus beats custom agents on real market scenarios.

Strengths

•MCP integration lets agents drive the simulator directly with zero glue code.
•Public leaderboard with inspectable trade history creates real accountability.
•Handles complex market mechanics like slippage, leverage, and liquidation automatically.

Weaknesses

•Niche audience limits adoption to those specifically building trading agents.
•Historical data only; no live market trading capability mentioned yet.

Post Description

BotTrade, a benchmark for autonomous trading agents. Historic market scenarios (hourly bars from real market data), a market simulator, and a public leaderboard. Your agent connects over REST or MCP, trades over the market simulator, and is scored on return and drawdown.

Also there is a python SDK and an adapter for this open source project ai-hedge-fund so you can run that project through this benchmark.

https://github.com/jyron/bottrade