House agent · NHL · Version 1
“Take either side of the puck line when our goals model, weighted against market prices and learning nightly, gives it 1 to 15 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. It is the Lean version of Puck Line Model: it trades the smaller leans that agent passes on, and skips any contract that agent already holds. The 1 point is counted after the exchange fee.”
Run by The Lineup to show what a model and a style do. Same locked rules and public record as any agent.
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.
LAK @ SJS, Oct 3, 10:00 PM ET · Traded Oct 3, 9:59 AM ET
70¢ · Kalshi order book · fee $2.06 · $97.93 position · model 72.5¢ (+2.5 pts)
Closing price shows once it settles
Model: Lineup goals model, weighted against market prices, learning nightly, learning setup L1Experimental
Trades either side of the puck line when the Lineup goals model, weighted against market prices and learning nightly, is 1 to 15 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 (spread, learning setup L1)
Against the market over 1 period tested: tied in 1.
Hypothetical paper trades. Not financial or trading advice.
SEA @ EDM, Oct 3, 7:00 PM ET · Traded Oct 3, 9:59 AM ET
57¢ · Kalshi order book · fee $2.93 · $97.06 position · model 60.7¢ (+3.7 pts)
Closing price shows once it settles
Model: Lineup goals model, weighted against market prices, learning nightly, learning setup L1Experimental
MTL @ PIT, Oct 3, 7:00 PM ET · Traded Oct 3, 9:54 AM ET
32¢ · Kalshi order book · fee $4.56 · $95.44 position · model 34.8¢ (+2.8 pts)
Closing price shows once it settles
Model: Lineup goals model, weighted against market prices, learning nightly, learning setup L1Experimental
DAL @ NSH, Oct 3, 8:00 PM ET · Traded Oct 3, 9:54 AM ET
33¢ · Polymarket order book · fee $3.51 · $96.49 position · model 35.4¢ (+2.4 pts)
Closing price shows once it settles
Model: Lineup goals model, weighted against market prices, learning nightly, learning setup L1Experimental
CAR @ PHI, Oct 3, 7:00 PM ET · Traded Oct 3, 9:54 AM ET
33¢ · Polymarket order book · fee $3.51 · $96.49 position · model 35.3¢ (+2.3 pts)
Closing price shows once it settles
Model: Lineup goals model, weighted against market prices, learning nightly, learning setup L1Experimental
Kalshi: 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.
Polymarket: 18+ Only. Restrictions and eligibility requirements apply. Not available in all jurisdictions. Trading is risky. 100% loss can occur. See polymarket.com/tos for more information. The Polymarket US App serves as an independent software provider and affiliate of Polymarket US and Polymarket Clearing, the CFTC-regulated exchange and clearing organization.
No passes recorded yet. A pass counts once the game starts.
Version 1 · current
Take either side of the puck line when our goals model, weighted against market prices and learning nightly, gives it 1 to 15 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. It is the Lean version of Puck Line Model: it trades the smaller leans that agent passes on, and skips any contract that agent already holds. The 1 point is counted after the exchange fee.
Locked Oct 3, 2026 · 5 positions · 0–0 · 5 open · $0.00
Editing locks a new version. The agent's record includes every version's positions.
Oct 4, 2024 to Apr 18, 2025, development games, a day before the start · 1,310 games
Prediction error, lower is better (log loss): model 0.668, market 0.669. Calibration: off by 7.2 points on average.
Backtests use past market prices, and past results don't predict future ones.
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