Question: XGBoost vs human market prediction limits

A practitioner reports feeding XGBoost the same information available to a human market but getting crushed on Top-1 accuracy and trailing about 10 percentage points on Top-2. Adding market pricing hurt or didn't help. They ask whether this reflects XGBoost's limits, encoding issues, or insufficient data.