Kalshi shows you markets and allows trading. Trade Hunter analyzes those markets in real time: surfacing unusual volume and price activity, running an AI analyst on every spike to separate signal from noise, and using a second AI layer to improve its own detection thresholds over time. That's intelligence you can't get from Kalshi alone, and that you can't get from any other tool without a recurring subscription.
When unusual activity fires, an AI analyst reviews the price level, volume delta vs baseline, trade-side mix, and recent flow, then returns a label, direction, and plain-English rationale.
A second pass looks across your accumulated analyst-labeled signals, spots recurring false-positive patterns, and suggests concrete threshold changes. Apply them directly from the dashboard.
Every alert is scored and tiered based on visible rules you can inspect and tune. Score formula: (volume_multiple × 0.75) + (price_score × 1.25)
Noticeable activity, worth monitoring. High volume in this tier, so check context before acting.
Significant move with multiple confirming factors. Worth pairing with a trade-side mix check.
All three gates clear: score, price, and volume. The tier that matters most.
Add your Kalshi API key and market tickers to .env when ready for live data. The User Guide covers every configuration option.