BlackStar Analytics

Earnings Beat Picks — week of 2026-03-03

How to Use

Strategy overview — Each week, an XGBoost model scores every S&P 500 ticker with an upcoming earnings report on the probability that it will beat consensus EPS estimates. Scores are derived from price momentum, volatility, fundamentals, sentiment, and historical beat-rate features as of the Friday before earnings week.

Signals — A CALL signal is generated when beat probability exceeds 60%; a PUT signal when it falls below 40%. The suggested contract shown is the nearest at-the-money option expiring after the earnings date, sourced from live Tradier data. No signal is generated for probabilities between 40–60%.

Avg Drift — Historical average price return over the 10 trading days following prior earnings beats for that ticker. Use this alongside the beat probability to gauge expected post-earnings momentum.

Updates — The model retrains and this page refreshes every Sunday at approximately 3:00 AM UTC. Options data is captured Saturday night; do not act on contracts shown here after market open Monday as pricing will have moved.

TickerEarningsBeat ProbSignalAvg DriftContract
CRWD2026-03-0351.2%-0.7%
AZO2026-03-0351.1%
AVGO2026-03-0450.9%+3.3%
NCLH2026-03-0250.1%-0.4%
AXON2026-03-0349.3%-0.7%
COST2026-03-0547.8%+10.9%