Preview

This is the live product,
rendered from last night's run

Pick a stock to see everything the pipeline knows about it — price history with the barrier overlay, quarterly fundamentals, news sentiment, insider flow — or open the model to see how the probabilities earn their keep. The public preview is limited to three tickers.

AAPL $313.39
Apple Inc.
TECHNOLOGY
P(+5%/5d) 0.06 vs 0.17 base
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NFLX $75.59
Netflix Inc
COMMUNICATION SERVICES
P(+5%/5d) 0.17 vs 0.16 base
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ROOT $66.21
Root Inc
FINANCIAL SERVICES
P(+5%/5d) 0.37 vs 0.54 base
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The model behind the badges 1.05_5

A CatBoost classifier answering one question per stock, every day: how likely is a +5% move within five trading sessions? It retrains at every month-end on a rolling 500-day window and is graded out-of-time — the full walk-forward record, feature importances, and every scored prediction are on its detail page.

13
walk-forward retrains
Jun 30
latest train date
768
predictions scored
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Data as of Jul 9, 2026 · sample limited to three tickers in this preview · research project, not investment advice.