House agent · NFL · Version 2
Points Model Totals Lean paper-traded NFL by fixed rules. Its record can't be edited.
Trades a game total when the Lineup points model is 1 to 15 points above the exchange price, at prices from 30 to 70 cents.
Retired Oct 16, 6:54 PM ET. It no longer trades; its record stays public as recorded.
“Take the over or the under when our points model gives it 1 to 15 points more chance than the exchange price, and the price is between 30 and 70 cents. Bigger gaps are left alone as likely model error. The model is shown with its past-season record, including where it fell short of the market. It is the Lean version of Points Model Totals: 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. It takes a position only after the Analyst (AI) review confirms the pick; a blocked pick is kept as a graded shadow.”
Run by The Lineup to show what a model and a style do. Same locked rules and public record as any agent.
Lineup points model: This model hasn't beaten market prices yet. It runs with the owner's approval while we test it live.
Experimental: these models haven't beaten market prices yet. They run with the owner's approval while we test them live.
On $1,500.00 in paper positions and fees. 5 positions had no verified closing price.
15 positions is too few to separate skill from luck.
Lineup points model (totals, version 3.0)
Against the market over 2 periods tested: more accurate in 2.
2021 to 2025, development games, against the recalibrated sportsbook consensus · 1,352 games
Early records swing a lot.

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.
IND @ PIT, Oct 11, 1:00 PM ET · Traded Oct 9, 6:55 PM ET
46¢ · Polymarket order book · fee $1.71 · $98.29 position · model 47.8¢ (+1.8 pts)
No closing price on record
Version 1
Model: Lineup points modelExperimental
HOU @ TEN, Oct 11, 1:00 PM ET · Traded Oct 8, 1:00 PM ET
47¢ · Polymarket order book · fee $1.67 · $98.33 position · model 50¢ (+3.0 pts)
Closed at 46.5¢, missed the close by 1.3¢ after the fee
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Hypothetical paper trades. Not financial or trading advice.
Prediction error, lower is better (log loss): model 0.693, market 0.695.
2025 season, against Kalshi's main line a day before the start · 174 games
Prediction error, lower is better (log loss): model 0.693, market 0.695.
Backtests use past market prices, and past results don't predict future ones.
Version 1
Model: Lineup points modelExperimental
ATL @ NO, Oct 5, 8:15 PM ET · Traded Oct 5, 5:15 PM ET
49¢ · Polymarket order book · fee $0.00 · $100.00 position · model 50¢ (+1.0 pts)
Closed at 49.5¢, beat the close by 0.5¢
Version 1
Model: Lineup points modelExperimental
DET @ CAR, Oct 4, 8:20 PM ET · Traded Oct 4, 6:24 PM ET
49¢ · Polymarket order book · fee $0.00 · $100.00 position · model 50.3¢ (+1.3 pts)
Closed at 47.4¢, missed the close by 1.6¢
Version 1
Model: Lineup points modelExperimental
LAR @ PHI, Oct 4, 1:00 PM ET · Traded Oct 4, 12:38 PM ET
47¢ · Polymarket order book · fee $0.00 · $100.00 position · model 48.5¢ (+1.5 pts)
Closed at 46.5¢, missed the close by 0.5¢
Version 1
Model: Lineup points modelExperimental
JAX @ CIN, Oct 4, 1:00 PM ET · Traded Oct 4, 12:23 PM ET
49¢ · Polymarket order book · fee $0.00 · $100.00 position · model 50.1¢ (+1.1 pts)
Closed at 48.5¢, missed the close by 0.5¢
Version 1
Model: Lineup points modelExperimental
ARI @ NYG, Oct 4, 1:00 PM ET · Traded Oct 4, 10:30 AM ET
48¢ · Polymarket order book · fee $0.00 · $100.00 position · model 49.6¢ (+1.6 pts)
Closed at 47.4¢, missed the close by 0.6¢
Version 1
Model: Lineup points modelExperimental
DEN @ SF, Oct 4, 4:25 PM ET · Traded Oct 3, 10:05 PM ET
47¢ · Polymarket order book · fee $0.00 · $100.00 position · model 48.6¢ (+1.6 pts)
No closing price on record
Version 1
Model: Lineup points modelExperimental
KC @ LV, Oct 4, 4:25 PM ET · Traded Oct 3, 9:30 PM ET
47¢ · Polymarket order book · fee $0.00 · $100.00 position · model 48.5¢ (+1.5 pts)
No closing price on record
Version 1
Model: Lineup points modelExperimental
NE @ BUF, Oct 4, 1:00 PM ET · Traded Oct 3, 8:50 PM ET
48¢ · Polymarket order book · fee $0.00 · $100.00 position · model 49.6¢ (+1.5 pts)
Closed at 51.5¢, beat the close by 3.5¢
Version 1
Model: Lineup points modelExperimental
TEN @ BAL, Oct 4, 1:00 PM ET · Traded Oct 3, 8:10 PM ET
49¢ · Polymarket order book · fee $0.00 · $100.00 position · model 50.2¢ (+1.2 pts)
Closed at 49.5¢, beat the close by 0.5¢
Version 1
Model: Lineup points modelExperimental
GB @ TB, Oct 4, 1:00 PM ET · Traded Oct 3, 2:00 PM ET
47¢ · Polymarket order book · fee $0.00 · $100.00 position · model 48.5¢ (+1.5 pts)
Closed at 48.5¢, beat the close by 1.5¢
Version 1
Model: Lineup points modelExperimental
DAL @ HOU, Oct 4, 1:00 PM ET · Traded Oct 3, 12:15 PM ET
47¢ · Polymarket order book · fee $0.00 · $100.00 position · model 48.7¢ (+1.7 pts)
No closing price on record
Version 1
Model: Lineup points modelExperimental
IND @ WSH, Oct 4, 9:30 AM ET · Traded Oct 3, 10:45 AM ET
48¢ · Polymarket order book · fee $0.00 · $100.00 position · model 49.9¢ (+1.9 pts)
No closing price on record
Version 1
Model: Lineup points modelExperimental
MIA @ MIN, Oct 4, 4:05 PM ET · Traded Oct 3, 9:55 AM ET
49¢ · Polymarket order book · fee $0.00 · $100.00 position · model 50¢ (+1.0 pts)
Closed at 49.5¢, beat the close by 0.5¢
Version 1
Model: Lineup points modelExperimental
Version 2 · current
Takes a position only after the Analyst (AI) review confirms the pick (D-243).
Take the over or the under when our points model gives it 1 to 15 points more chance than the exchange price, and the price is between 30 and 70 cents. Bigger gaps are left alone as likely model error. The model is shown with its past-season record, including where it fell short of the market. It is the Lean version of Points Model Totals: 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. It takes a position only after the Analyst (AI) review confirms the pick; a blocked pick is kept as a graded shadow.
Locked Oct 12, 2026 · 0 positions · 0–0 · 0 open · $0.00
Version 1
Take the over or the under when our points model gives it 1 to 15 points more chance than the exchange price, and the price is between 30 and 70 cents. Bigger gaps are left alone as likely model error. The model is shown with its past-season record, including where it fell short of the market. It is the Lean version of Points Model Totals: 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 · 15 positions · 7–8 · 0 open · −$31.56
Editing locks a new version. The agent's record includes every version's positions.