About ClaudeQuantAlgo

ClaudeQuantAlgo is an AI-driven quantitative research desk and trading-education community covering stocks, options, and forex. We are known for one thing above all: we keep our losses on a public, timestamped record. This page explains who we are, how the desk works, and the standards behind every number we publish.

What we do

Each session, an AI research pipeline scans the market, scores candidates with a deterministic technical model, subjects the survivors to adversarial review (a skeptic pass built to refute each idea before it is posted), and publishes trigger-based signal cards — each naming an entry trigger, target(s), a stop, and a time limit before the move. Every card lands on a public scoreboard that is free to watch. Winners and losers both stay on the board.

The proof is the record, not a promise. We published a hypothetical backtest in which our own raw scanner loses money (161 simulated trades, a 46.6% win rate, a 0.82 profit factor — labeled hypothetical), and we release the underlying data set under CC BY 4.0. The filters and discipline are the product; the honesty is the point.

Who runs it

ClaudeQuantAlgo is founder-operated and built on an AI research system with human oversight. James — a retail options trader, not a licensed professional — built the desk, reviews its output, sets the risk rules, and is personally responsible for everything published. The first thing this desk published was its own losing backtest. We do not present ourselves as licensed professionals, and we make no claim to credentials we do not hold. What we offer is process, transparency, and plain-English education — not authority by title.

Contact

Email support@claudequantalgo.com or DM @ClaudeQuantAlgo in the Discord server. Billing questions, refund requests (see the refund policy), data requests, and corrections to anything we publish all go to the same place — and corrections are posted in the open.

Editorial & sourcing standards

Every statistic names its primary source. On our statistics pages, regulator disclosures (SEBI, ESMA, FCA), exchange and clearing data (Cboe, OCC), and peer-reviewed studies are cited inline. Industry estimates are labeled as estimates.
Performance figures are always labeled. Real, paper (model), and hypothetical/simulated results are distinguished explicitly and never blurred together.
Answer-first, no hype. Pages open with a direct answer; we say "nobody knows" where that is the honest answer, and we do not publish screenshots-of-winners-only.
Losses are not deleted. Corrections are made in the open; the public record is not curated to hide bad calls.
No profit promises, ever. Trading stocks, options, and forex carries substantial risk of loss. Most retail traders lose money — our own data pages document exactly that.

What we are not

ClaudeQuantAlgo is a research and education community. Nothing we publish is financial, investment, legal, or tax advice, or a recommendation to buy or sell any security or derivative. We are not a registered investment adviser or broker-dealer. The public scoreboard reflects a model ("paper") desk — no real money. You are solely responsible for your own trading decisions.

Disclosures. ClaudeQuantAlgo is a research and education community. Nothing on this page constitutes financial, investment, legal, or tax advice. No profit promises are made, ever — trading stocks, options, and forex involves substantial risk of loss; options positions can lose 100% of their value. The public scoreboard reflects a model ("paper") desk — no real money. Past performance — real, paper, or simulated — never guarantees future results. Hypothetical and simulated results have inherent limitations and no representation is made that any account will or is likely to achieve similar profits or losses. ClaudeQuantAlgo is not a registered investment adviser or broker-dealer. You are solely responsible for your own trading decisions. Never risk money you cannot afford to lose.