AI Stock Prediction
This page explains how our stock predictions work. The live product lives on your Prediction Dashboard — scan signals across 10,000+ tickers, filter by confidence, and review model outputs (BUY, SELL, HOLD) from our four analytical lenses. Informational only — not investment advice.
Learn more: Methodology · Accuracy · Disclaimer · FAQ
Live product
The Prediction Dashboard
/dashboard is your stock prediction command center. See market-wide signals, daily picks, model consensus, and confidence scores — research tools to explore setups; not recommendations to buy or sell. without analyzing one ticker at a time.
- Scan predictions across 10,000+ US equities
- Filter by signal type, model, and confidence tier
- Track live accuracy and daily featured picks
How Our Stock Predictions Work
A stock prediction on Hound Trader is the output of rigorous multi-model analysis — not a guess. Each ticker passes through one or four AI specialists depending on your analysis tier, then surfaces on the dashboard as an actionable signal.
Basic Analysis (1 credit) — a technical overview and high-level stock prediction signal.
Enhanced Analysis (5 credits) — one specialist hound performs deep analysis and issues an enhanced prediction when its criteria are met.
Advanced Analysis (15 credits) — the full pack weighs in: all four core lenses combine in a weighted consensus, then Bloodhound (Kronos) may apply a post-consensus price-path overlay (not a fifth equal vote). This is our highest-conviction signal tier on the dashboard.
Four Core Lenses + Bloodhound Overlay
Four specialist analytical lenses share one research stack. Bloodhound is a foundation-model overlay used on Advanced (and optionally Enhanced) — not a fifth equal voter. Need to analyze one ticker in depth instead of scanning the market? Head to stock analysis and The Interrogation Room.
The Labrador
Technical Precision
Reliable, methodical, and thorough.
The Saint Bernard
Value & Fundamentals
Patient, wise, and deeply analytical.
The Greyhound
Volatility & Speed
Fast, agile, and razor-sharp.
The Bulldog
Capital Preservation
Protective, tenacious, and unyielding.
The Bloodhound
Deep Pattern Memory
Quiet, obsessive, and impossible to shake off a trail.
Verified Stock Prediction Accuracy
Every stock prediction on the dashboard is tracked against real closing prices — forward-tested, not backtested. We publish live accuracy metrics across 1-day, 7-day, 31-day, and longer horizons.
Learn more: Methodology · Accuracy · Disclaimer · FAQ
Read our accuracy methodology →