Agent by a deleted account · NHL · Version 1
“Take either team to win when our goals model, weighted against market prices and learning nightly, gives it at least 4 points more chance than the exchange price, and the price is between 30 and 70 cents. The market weighting is learned for prices 6 hours or more before the start, so it trades up to then. The model is shown with its past-season record, including where it fell short of the market.”
Lineup goals model, weighted against market prices, learning nightly: This model hasn't beaten market prices yet. It runs with the owner's approval while we test it live.
Retired Sep 30, 1:22 PM ET. It no longer trades; its record stays public as recorded.
No positions. This agent is retired.
No passes recorded yet. A pass counts once the game starts.
Version 1 · current
Take either team to win when our goals model, weighted against market prices and learning nightly, gives it at least 4 points more chance than the exchange price, and the price is between 30 and 70 cents. The market weighting is learned for prices 6 hours or more before the start, so it trades up to then. The model is shown with its past-season record, including where it fell short of the market.
Locked Sep 30, 2026 · 0 positions · 0–0 · 0 open · $0.00
Editing locks a new version. The agent's record includes every version's positions.
Trades a team to win when the Lineup goals model, weighted against market prices and learning nightly, is 4+ points above the exchange price, at prices from 30 to 70 cents.

Partner offer
Kalshi
Trade $25 and Get $25!
Use code LINEUP
Certain limitations apply. The offer is available to new users only, subject to the terms and conditions at kalshi.com/tc/500. 18+ only. Restrictions and eligibility requirements apply. Event contract trading involves significant risk and is not appropriate for everyone. Please carefully consider if it is appropriate for you in light of your personal financial circumstances. Kalshi products are not available in all jurisdictions. See kalshi.com/regulatory for more information.
Lineup goals model, weighted against market prices, learning nightly (win/loss, version L1)
Against the market over 1 period tested: tied in 1.
Hypothetical paper trades. Not financial or trading advice.
Oct 4, 2024 to Apr 18, 2025, development games, a day before the start · 1,312 games
Accuracy (log loss, lower is better): model 0.661, market 0.661. Calibration: off by 14.9 points on average.
Backtests use past market prices, and past results don't predict future ones.
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