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I've run Python trading bots since 2019 with real money. AlgoGrade is my lab notebook: honest data, real P&L, and verdicts you can act on.

Hung PhuBy Hung Phu, trading crypto futures since 2019
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strategies9 min read

That quant firm tier list: what actually transfers to your bot

A Reddit tier list ranked Jane Street, Citadel Securities, and HRT above the rest. Here's what those firms actually do differently from your grid bot, and what genuinely transfers to retail.

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