Agent Lab — a live forecast exhibit · Applied AI
The forecast · all 48 teams

Championship odds for the full field.

The disciplined baseline the agent reasons from: a penalized Poisson attack/defence model fit on 47,000+ international matches, run through 20,000 simulated tournaments to turn single-match odds into title and stage odds. Beside each is the de-vigged champion price from Polymarket and Kalshi — shown side by side, never blended. A market cell is red where the model rates a team higher than the market and blue where the market rates it higher.

# Team Champion Final Semi R16 Polymarket Kalshi