House agent · College football · Version 2
College Football Totals Lean paper-traded college football by fixed rules. Its record can't be edited.
Trades a college football game total when the Lineup college football 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 college football 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 College Football 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 college football 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 $4,000.00 in paper positions and fees. 10 positions had no verified closing price.
Lineup college football points model (totals, version 1.1)
Against the market over 2 periods tested: more accurate in 1, less accurate in 1.
2025 to 2026, development games, against the recalibrated sportsbook consensus · 634 games
Prediction error, lower is better (log loss): model 0.693, market 0.695.

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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.
RUTG @ MD, Oct 17, 12:30 PM ET · Traded Oct 16, 2:31 PM ET
51¢ · Polymarket order book · fee $1.54 · $98.46 position · model 53.1¢ (+2.1 pts)
Closed at 50¢, missed the close by 1.8¢ after the fee
Model: Lineup college football points modelExperimental
CHSO @ CLEM, Oct 17, 12:00 PM ET · Traded Oct 16, 2:01 PM ET
50¢ · Polymarket order book · fee $1.58 · $98.42 position · model 52.2¢ (+2.2 pts)
Closed at 41¢, missed the close by 9.8¢ after the fee
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Hypothetical paper trades. Not financial or trading advice.
2025 to 2026, against Kalshi's main line an hour before the start · 616 games
Prediction error, lower is better (log loss): model 0.697, market 0.695.
Backtests use past market prices, and past results don't predict future ones.
Model: Lineup college football points modelExperimental
BALL @ BGSU, Oct 17, 12:00 PM ET · Traded Oct 16, 10:21 AM ET
47¢ · Polymarket order book · fee $1.67 · $98.33 position · model 48.9¢ (+1.9 pts)
Closed at 47¢, missed the close by 0.8¢ after the fee
Model: Lineup college football points modelExperimental
WMU @ CMU, Oct 17, 1:30 PM ET · Traded Oct 16, 10:16 AM ET
47¢ · Polymarket order book · fee $1.67 · $98.33 position · model 48.9¢ (+1.9 pts)
Closed at 48¢, beat the close by 0.2¢ after the fee
Model: Lineup college football points modelExperimental
ECU @ UAB, Oct 15, 7:30 PM ET · Traded Oct 15, 4:46 PM ET
46¢ · Polymarket order book · fee $1.71 · $98.29 position · model 48.9¢ (+2.9 pts)
Closed at 45¢, missed the close by 1.8¢ after the fee
Model: Lineup college football points modelExperimental
FIU @ JXST, Oct 13, 8:00 PM ET · Traded Oct 13, 6:36 PM ET
48¢ · Polymarket order book · fee $1.64 · $98.36 position · model 50¢ (+2.0 pts)
Closed at 48¢, missed the close by 0.8¢ after the fee
Model: Lineup college football points modelExperimental
HAW @ ASU, Oct 10, 10:30 PM ET · Traded Oct 10, 9:59 PM ET
48¢ · Polymarket order book · fee $1.64 · $98.36 position · model 49.8¢ (+1.8 pts)
Closed at 49¢, beat the close by 0.2¢ after the fee
Version 1
Model: Lineup college football points modelExperimental
CLT @ UNT, Oct 10, 3:30 PM ET · Traded Oct 10, 3:19 PM ET
47¢ · Kalshi order book · fee $3.59 · $96.41 position · model 50¢ (+3.0 pts)
Closed at 46¢, missed the close by 2.8¢ after the fee
Version 1
Model: Lineup college football points modelExperimental
SDSU @ ORST, Oct 10, 6:00 PM ET · Traded Oct 10, 2:31 PM ET
48¢ · Polymarket order book · fee $1.64 · $98.36 position · model 50¢ (+2.0 pts)
Closed at 48¢, missed the close by 0.8¢ after the fee
Version 1
Model: Lineup college football points modelExperimental
BUF @ TOL, Oct 10, 3:30 PM ET · Traded Oct 10, 1:21 PM ET
48¢ · Polymarket order book · fee $1.64 · $98.36 position · model 50¢ (+2.0 pts)
Closed at 48¢, missed the close by 0.8¢ after the fee
Version 1
Model: Lineup college football points modelExperimental
TEX @ OU, Oct 10, 3:30 PM ET · Traded Oct 10, 12:46 PM ET
45¢ · Kalshi order book · fee $3.72 · $96.28 position · model 48.3¢ (+3.3 pts)
Closed at 48¢, beat the close by 1.3¢ after the fee
Version 1
Model: Lineup college football points modelExperimental
TENN @ ARK, Oct 10, 4:15 PM ET · Traded Oct 10, 12:06 PM ET
49¢ · Polymarket order book · fee $1.61 · $98.39 position · model 51.1¢ (+2.1 pts)
Closed at 51¢, beat the close by 1.2¢ after the fee
Version 1
Model: Lineup college football points modelExperimental
M-OH @ MASS, Oct 10, 2:00 PM ET · Traded Oct 9, 6:06 PM ET
47¢ · Polymarket order book · fee $1.67 · $98.33 position · model 49¢ (+2.0 pts)
Closed at 46¢, missed the close by 1.8¢ after the fee
Version 1
Model: Lineup college football points modelExperimental
WAKE @ NCSU, Oct 10, 12:00 PM ET · Traded Oct 9, 2:36 AM ET
48¢ · Polymarket order book · fee $1.64 · $98.36 position · model 50¢ (+2.0 pts)
Closed at 40¢, missed the close by 8.8¢ after the fee
Version 1
Model: Lineup college football points modelExperimental
DUKE @ GT, Oct 10, 3:30 PM ET · Traded Oct 8, 11:36 PM ET
48¢ · Polymarket order book · fee $1.64 · $98.36 position · model 50¢ (+2.0 pts)
Closed at 43¢, missed the close by 5.8¢ after the fee
Version 1
Model: Lineup college football points modelExperimental
UCLA @ ORE, Oct 10, 3:30 PM ET · Traded Oct 8, 6:56 PM ET
47¢ · Polymarket order book · fee $1.67 · $98.33 position · model 49.1¢ (+2.1 pts)
Closed at 53¢, beat the close by 5.2¢ after the fee
Version 1
Model: Lineup college football points modelExperimental
SHSU @ LIB, Oct 8, 7:00 PM ET · Traded Oct 8, 5:46 PM ET
47¢ · Polymarket order book · fee $1.67 · $98.33 position · model 49.4¢ (+2.4 pts)
Closed at 47¢, missed the close by 0.8¢ after the fee
Version 1
Model: Lineup college football points modelExperimental
MOST @ WKU, Oct 8, 7:00 PM ET · Traded Oct 8, 2:46 PM ET
48¢ · Polymarket order book · fee $1.64 · $98.36 position · model 50¢ (+2.0 pts)
No closing price on record
Version 1
Model: Lineup college football points modelExperimental
USF @ UTSA, Oct 8, 7:30 PM ET · Traded Oct 8, 11:56 AM ET
48¢ · Polymarket order book · fee $1.64 · $98.36 position · model 49.8¢ (+1.8 pts)
Closed at 49¢, beat the close by 0.2¢ after the fee
Version 1
Model: Lineup college football points modelExperimental
NMSU @ FIU, Oct 7, 8:04 PM ET · Traded Oct 7, 6:27 PM ET
48¢ · Polymarket order book · fee $1.64 · $98.36 position · model 50¢ (+2.0 pts)
No closing price on record
Version 1
Model: Lineup college football points modelExperimental
JXST @ KENN, Oct 7, 7:00 PM ET · Traded Oct 7, 12:31 PM ET
49.8¢ · Kalshi order book · fee $3.39 · $96.61 position · model 52.6¢ (+2.8 pts)
No closing price on record
Version 1
Model: Lineup college football points modelExperimental
CIN @ ARIZ, Oct 3, 11:00 PM ET · Traded Oct 3, 9:03 PM ET
51¢ · Polymarket order book · fee $0.00 · $100.00 position · model 52.2¢ (+1.2 pts)
Closed at 52¢, beat the close by 1¢
Version 1
Model: Lineup college football points modelExperimental
FRES @ WSU, Oct 3, 9:30 PM ET · Traded Oct 3, 8:37 PM ET
47.1¢ · Polymarket order book · fee $0.00 · $100.00 position · model 48.2¢ (+1.2 pts)
Closed at 48¢, beat the close by 1¢
Version 1
Model: Lineup college football points modelExperimental
WASH @ USC, Oct 3, 7:30 PM ET · Traded Oct 3, 7:05 PM ET
50¢ · Polymarket order book · fee $0.00 · $100.00 position · model 51.1¢ (+1.1 pts)
Closed at 49¢, missed the close by 1¢
Version 1
Model: Lineup college football points modelExperimental
UTSA @ RICE, Oct 3, 7:00 PM ET · Traded Oct 3, 5:58 PM ET
48¢ · Polymarket order book · fee $0.00 · $100.00 position · model 49.7¢ (+1.7 pts)
Closed at 46¢, missed the close by 2¢
Version 1
Model: Lineup college football 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 college football 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 College Football 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 · 6 positions · 3–3 · 0 open · +$15.92
Version 1
Take the over or the under when our college football 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 College Football 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 · 34 positions · 17–17 · 0 open · +$85.85
Editing locks a new version. The agent's record includes every version's positions.