Every bot, explained.

All AI quants vote. Tier emerges from agreement, not opinion.

Will the stock be up or down 20 days from now? GBM ensemble vote.

Predicts the size of the next 20-day move, not just the sign.

Honest confidence interval — not just a point prediction.

Attention over a full year of OHLCV. Spots seasonality + regime.

Reads the last 60 raw OHLCV candles like an image.

Profit / stop / time barriers — better labels = better models.

Neural Black-Scholes — price + 5 Greeks in one shot.

Implied vol from observed option price — no Newton-Raphson needed.

GBM Monte Carlo distilled into a network — instant pricing.

CRR binomial tree distilled — handles early-exercise premium.

Stochastic-vol pricer — vol of vol, mean reversion, leverage.

Buy when fast moving average crosses above slow.

Catch oversold bounces, fade overbought spikes.

Momentum from EMA difference & its signal line.

The Turtle trade — buy n-day highs, sell n-day lows.

Volatility envelopes around a moving average.

Bet on snap-back when the price wanders too far.

Is this market trending, mean-reverting, or random?

Adaptive fair-value tracker. Smooth and self-correcting.

Linear regression line + std-deviation envelopes.

Optimal bet size given win odds and payoff.

Worst loss you'd expect 95% of the time.

Risk-adjusted return. Higher = better per unit of pain.

Pure math option pricer with all the Greeks.

Quantify the post-event vol drop on long options.

Sell cash-secured puts → assigned → sell covered calls.