House agent · NFL · Version 3
Rushing Props paper-trades NFL by fixed rules. Its record can't be edited.
Trades a rushing line over or under when the Lineup usage model, weighted half and half with the sportsbook consensus, is 4 to 15 points above the price, at prices from 30 to 70 cents.
“Take the over or the under on rushing yards and rush attempts when our usage model, weighted half and half with the sportsbook consensus, gives that side 4 to 15 points more chance than the price, at prices from 30 to 70 cents. Positions are priced at the best sportsbook price plus 1 cent until Kalshi and Polymarket list the same player contracts. 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 NFL usage 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 $3,000.00 in paper positions and fees. 17 positions had no verified closing price.
30 positions is too few to separate skill from luck.
Lineup NFL usage model (rushing yards, version 0.1.1-u1b1-int)
Less accurate than the market in both periods tested.
2025 season, development games · 283 games
Prediction error, lower is better (log loss): model 0.737, market 0.692. Paper trades at 4+ point model edges vs. opening lines, after costs: 2,600 positions, +0.6% (range −4.8% to +6.4%).
Early records swing a lot.

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BUF @ LAR, Oct 12, 8:15 PM ET · Traded Oct 10, 8:35 PM ET
53.4¢ · Sportsbook price (DraftKings) · model 60.1¢ (+6.7 pts) · fee $0.00 · $100.00 position
No closing price on record
Version 2
Model: Lineup NFL usage modelExperimental
BAL @ ATL, Oct 11, 8:20 PM ET · Traded Oct 9, 8:35 PM ET
54.5¢ · Sportsbook price (DraftKings) · model 59¢ (+4.5 pts) · fee $0.00 · $100.00 position
Closed at 49.8¢, missed the close by 3.7¢
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Hypothetical paper trades. Not financial or trading advice.
2026 weeks 1 and 2 and the week 3 Thursday game, held-out test games, against Kalshi's price at kickoff · 33 games
Prediction error, lower is better (log loss): model 0.483, market 0.449. Paper trades at 4+ point model edges vs. Kalshi's price at kickoff, after costs: 967 positions, −12.0% (range −34.9% to +16.5%).
Lineup NFL usage model (rush attempts, version 0.1.1-u1b1-int)
Less accurate than the market in both periods tested.
2025 season, development games · 283 games
Prediction error, lower is better (log loss): model 0.724, market 0.687. Paper trades at 4+ point model edges vs. opening lines, after costs: 1,082 positions, +2.8% (range −3.4% to +8.7%).
2026 weeks 1 and 2 and the week 3 Thursday game, held-out test games, against Kalshi's price at kickoff · 33 games
Prediction error, lower is better (log loss): model 0.655, market 0.641. Paper trades at 4+ point model edges vs. Kalshi's price at kickoff, after costs: 460 positions, +21.0% (range +1.5% to +40.1%).
Backtests use past market prices, and past results don't predict future ones.
Version 2
Model: Lineup NFL usage modelExperimental
DEN @ LAC, Oct 11, 4:05 PM ET · Traded Oct 9, 6:40 PM ET
49.8¢ · Sportsbook price (BetMGM) · model 54.1¢ (+4.3 pts) · fee $0.00 · $100.00 position
No closing price on record
Version 2
Model: Lineup NFL usage modelExperimental
SF @ SEA, Oct 11, 4:25 PM ET · Traded Oct 9, 4:35 PM ET
53.2¢ · Sportsbook price (DraftKings) · model 66.4¢ (+13.3 pts) · fee $0.00 · $100.00 position
Closed at 54.8¢, beat the close by 2.6¢
Version 2
Model: Lineup NFL usage modelExperimental
DET @ ARI, Oct 11, 4:25 PM ET · Traded Oct 9, 4:35 PM ET
53.8¢ · Sportsbook price (DraftKings) · model 61.7¢ (+7.9 pts) · fee $0.00 · $100.00 position
Closed at 52.4¢, missed the close by 0.4¢
Version 2
Model: Lineup NFL usage modelExperimental
CIN @ MIA, Oct 11, 1:00 PM ET · Traded Oct 9, 1:35 PM ET
58.1¢ · Sportsbook price (DraftKings) · model 71.4¢ (+13.3 pts) · fee $0.00 · $100.00 position
Closed at 55.6¢, missed the close by 1.5¢
Version 2
Model: Lineup NFL usage modelExperimental
CHI @ GB, Oct 11, 1:00 PM ET · Traded Oct 9, 1:35 PM ET
51¢ · Sportsbook price (Fanatics) · model 65.8¢ (+14.8 pts) · fee $0.00 · $100.00 position
No closing price on record
Version 2
Model: Lineup NFL usage modelExperimental
CLE @ NYJ, Oct 11, 1:00 PM ET · Traded Oct 9, 1:35 PM ET
53.4¢ · Sportsbook price (BetRivers) · model 63.8¢ (+10.4 pts) · fee $0.00 · $100.00 position
No closing price on record
Version 2
Model: Lineup NFL usage modelExperimental
NYG @ WSH, Oct 11, 1:00 PM ET · Traded Oct 9, 1:35 PM ET
51.5¢ · Sportsbook price (FanDuel) · model 64.7¢ (+13.2 pts) · fee $0.00 · $100.00 position
Closed at 54.6¢, beat the close by 4¢
Version 2
Model: Lineup NFL usage modelExperimental
MIN @ NO, Oct 11, 1:00 PM ET · Traded Oct 9, 1:35 PM ET
54.3¢ · Sportsbook price (FanDuel) · model 62.2¢ (+8.0 pts) · fee $0.00 · $100.00 position
No closing price on record
Version 2
Model: Lineup NFL usage modelExperimental
IND @ PIT, Oct 11, 1:00 PM ET · Traded Oct 9, 1:35 PM ET
56¢ · Sportsbook price (BetRivers) · model 62.4¢ (+6.4 pts) · fee $0.00 · $100.00 position
No closing price on record
Version 2
Model: Lineup NFL usage modelExperimental
LV @ NE, Oct 11, 1:00 PM ET · Traded Oct 9, 1:35 PM ET
51.5¢ · Sportsbook price (FanDuel) · model 59¢ (+7.5 pts) · fee $0.00 · $100.00 position
Closed at 50.5¢, the same as it paid
Version 2
Model: Lineup NFL usage modelExperimental
HOU @ TEN, Oct 11, 1:00 PM ET · Traded Oct 9, 1:05 PM ET
54.7¢ · Sportsbook price (DraftKings) · model 68.2¢ (+13.5 pts) · fee $0.00 · $100.00 position
No closing price on record
Version 2
Model: Lineup NFL usage modelExperimental
PHI @ JAX, Oct 11, 9:30 AM ET · Traded Oct 9, 9:35 AM ET
51¢ · Sportsbook price (Fanatics) · model 61.8¢ (+10.8 pts) · fee $0.00 · $100.00 position
Closed at 54.6¢, beat the close by 4.5¢
Version 2
Model: Lineup NFL usage modelExperimental
TB @ DAL, Oct 8, 8:15 PM ET · Traded Oct 6, 8:35 PM ET
53.6¢ · Sportsbook price (DraftKings) · model 65.4¢ (+11.8 pts) · fee $0.00 · $100.00 position
No closing price on record
Version 2
Model: Lineup NFL usage modelExperimental
DET @ CAR, Oct 4, 8:20 PM ET · Traded Oct 2, 8:35 PM ET
53.2¢ · Sportsbook price (DraftKings) · model 64.9¢ (+11.8 pts) · fee $0.00 · $100.00 position
No closing price on record
Version 2
Model: Lineup NFL usage modelExperimental
LAC @ SEA, Oct 4, 4:25 PM ET · Traded Oct 2, 4:35 PM ET
53.6¢ · Sportsbook price (DraftKings) · model 61.7¢ (+8.1 pts) · fee $0.00 · $100.00 position
No closing price on record
Version 2
Model: Lineup NFL usage modelExperimental
MIA @ MIN, Oct 4, 4:05 PM ET · Traded Oct 2, 4:35 PM ET
51.3¢ · Sportsbook price (DraftKings) · model 62.9¢ (+11.7 pts) · fee $0.00 · $100.00 position
Closed at 53.1¢, beat the close by 2.8¢
Version 2
Model: Lineup NFL usage modelExperimental
DEN @ SF, Oct 4, 4:25 PM ET · Traded Oct 2, 4:35 PM ET
51.3¢ · Sportsbook price (DraftKings) · model 56.2¢ (+5.0 pts) · fee $0.00 · $100.00 position
No closing price on record
Version 2
Model: Lineup NFL usage modelExperimental
KC @ LV, Oct 4, 4:25 PM ET · Traded Oct 2, 4:35 PM ET
54.1¢ · Sportsbook price (BetRivers) · model 63.5¢ (+9.4 pts) · fee $0.00 · $100.00 position
Closed at 53.3¢, beat the close by 0.2¢
Version 2
Model: Lineup NFL usage modelExperimental
ARI @ NYG, Oct 4, 1:00 PM ET · Traded Oct 2, 1:35 PM ET
59.3¢ · Sportsbook price (BetMGM) · model 68.5¢ (+9.1 pts) · fee $0.00 · $100.00 position
No closing price on record
Version 2
Model: Lineup NFL usage modelExperimental
NE @ BUF, Oct 4, 1:00 PM ET · Traded Oct 2, 1:35 PM ET
51¢ · Sportsbook price (BetMGM) · model 56.1¢ (+5.0 pts) · fee $0.00 · $100.00 position
Closed at 52.4¢, beat the close by 2.4¢
Version 2
Model: Lineup NFL usage modelExperimental
JAX @ CIN, Oct 4, 1:00 PM ET · Traded Oct 2, 1:35 PM ET
52¢ · Sportsbook price (DraftKings) · model 61.2¢ (+9.2 pts) · fee $0.00 · $100.00 position
No closing price on record
Version 2
Model: Lineup NFL usage modelExperimental
NYJ @ CHI, Oct 4, 1:00 PM ET · Traded Oct 2, 1:35 PM ET
61.8¢ · Sportsbook price (Fanatics) · model 74.2¢ (+12.4 pts) · fee $0.00 · $100.00 position
Closed at 62.3¢, beat the close by 1.5¢
Version 2
Model: Lineup NFL usage modelExperimental
DAL @ HOU, Oct 4, 1:00 PM ET · Traded Oct 2, 1:35 PM ET
53.6¢ · Sportsbook price (DraftKings) · model 60.9¢ (+7.3 pts) · fee $0.00 · $100.00 position
Closed at 52.2¢, missed the close by 0.5¢
Version 2
Model: Lineup NFL usage modelExperimental
Version 3 · current
Takes a position only after the Analyst (AI) review confirms the pick (D-243).
Take the over or the under on rushing yards and rush attempts when our usage model, weighted half and half with the sportsbook consensus, gives that side 4 to 15 points more chance than the price, at prices from 30 to 70 cents. Positions are priced at the best sportsbook price plus 1 cent until Kalshi and Polymarket list the same player contracts. 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 · 15 positions · 5–10 · 0 open · −$566.43
Version 2
Blends the usage model half and half with the sportsbook consensus (D-107).
Take the over or the under on rushing yards and rush attempts when our usage model, weighted half and half with the sportsbook consensus, gives that side 4 to 15 points more chance than the price, at prices from 30 to 70 cents. Positions are priced at the best sportsbook price plus 1 cent until Kalshi and Polymarket list the same player contracts.
Locked Sep 29, 2026 · 30 positions · 17–13 · 0 open · +$163.99
Version 1
Take the over or the under on rushing yards and rush attempts when our usage model gives that side 4 to 15 points more chance than the price, at prices from 30 to 70 cents. Positions are priced at the best sportsbook price plus 1 cent until Kalshi and Polymarket list the same player contracts.
Locked Sep 28, 2026 · 1 position · 1–0 · 0 open · +$87.34
Editing locks a new version. The agent's record includes every version's positions.