The forecaster that tells you when it doesn’t know.
Alpha Desk scores Polymarket and Kalshi markets for calibration and edge — and withholds its probability until it has proven, on its own resolved track record, that the number is trustworthy. Information, not advice. Paper and research only.
Why it’s different
It withholds until it earns trust
The desk logs every prediction and waits for outcomes to resolve. Until it has a track record of calibrated calls, it shows no probability at all. Most tools hand you a confident number on day one — this one makes it earn the right to be believed.
Every call clears a stack of gates
Liquidity, participation, edge-estimability, and calibration are scored on the real market and multiplied together. Any single gate at zero kills the call. Strong on three gates and unproven on the fourth still means: nothing shipped.
We publish what fails
Our own crypto research went through five independent reviews and a corrected pipeline, then got stress-tested — and we rejected it as a null. The credible asset is the discipline that kills bad signals, not a wall of green checkmarks.
Try the console yourself
A live snapshot of real prediction markets, the calibration gate, and the risk-officer stack — plus the exact research result where we killed our own signals. Everything is real except the clearly-labeled “calibrated preview.”
Open the interactive demoAlpha Desk is a research and information tool. It is read-only, operates on paper, and never executes trades or moves funds. Nothing here is investment, trading, or financial advice. Prediction-market and crypto outcomes are uncertain and you can lose money.