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The Aggregate

Unified LLM rankings, daily

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Alpha Arena (Nof1 AI) — leaderboard

Live trading benchmark giving LLMs real capital to trade crypto perpetuals autonomously. Measures actual P&L, risk management, and decision-making under real market conditions.

Source: nof1.ai.

Interactive version: theaggregate.ai/benchmark?slug=alpha-arena-nof1-ai · How the rankings work · Data refreshed daily, snapshot 2026-07-22.

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.