Every possible
future, weighed.
DeepLeads builds AI models that simulate what could happen next — then say, precisely, how likely each outcome is.
From noise to a number.
Four steps turn scattered signals into one honest probability.
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01
Observe
We gather the signals that move an outcome and line them up in time, so a model only sees what was knowable then.
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02
Learn
Deep learning and statistics, trained to forecast and judged only on data they have never seen.
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03
Simulate
Thousands of plausible futures for every question, so uncertainty is measured, not guessed.
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04
Calibrate
Probabilities are tuned until a 70% forecast comes true about 70% of the time.
Tested against the best forecasts money can buy.
Prediction markets, sportsbooks and odds makers all put real money behind their numbers. Across more than a million forecasts in 2026, ours have been consistently more accurate than all of them.
Each one logged before the outcome was known, and scored after.
Picture each forecast as a dot, placed by how far it landed from what actually happened. The tighter the cluster around the line, the more accurate the forecaster.
Built by world-class researchers and Kaggle grandmasters.
DeepLeads is a team of AI researchers. We work on one question — what happens next — and judge our work by a single standard: how it holds up against reality.
We're always glad to hear from exceptional researchers.
Work with us