Estimated outcome probability. A likely winner can still be overpriced.
← Decision briefsCollege Football · Oct 17, 9:00 AM PDT FORECASTLSU Tigers RELIABILITY4/4 model reports MARKET VALUENot established
LSU Tigers vs Mississippi State Bulldogs
85.6%LSU Tigers
LOCKED Oct 17, 8:32 AM PDT4/4 independent models select LSU Tigers; all four oriented probabilities average 85.63%.
18 reported evidence limits. Agreement alone does not establish accuracy.
A probability difference alone does not account for forecast error, fees, spread, or available liquidity.
Why the models lean this way
These are reasons recorded by the models. They are not independently verified facts or measured causes of a probability change.
- Claude: DraftKings line LSU -17.5 implies roughly 90-93% win probability
- Gemini: LSU is favored by 17.5 points
- GPT: DraftKings market line lists LSU -17.5, the strongest predictive signal in the package
- Grok: LSU favored by 17.5 points on DraftKings market line
Read all four model reports
Claude · LSU Tigers · 90.0%
The supplied DraftKings line of LSU -17.5 at home in Tiger Stadium is the strongest comparative signal in the package. A 17.5-point home favorite historically wins roughly 90-93% of the time. This outweighs the ambiguous record/ranking pairing (4-2/4-1 and ranks 22/16), where the listed order would seem to favor Mississippi State but the market firmly prices LSU as the superior team — likely reflecting roster quality, home-field advantage, and information not captured in raw records. I shade slightly below the pure line-implied figure to account for the mild conflict between the market and the record/ranking data, plus unavailable injury and efficiency information.
anthropic/claude-opus-5 · Oct 16, 8:07 PM PDTGemini · LSU Tigers · 88.5%
LSU is a heavy 17.5-point favorite at home in Tiger Stadium. Despite Mississippi State having a slightly better record and ranking, the betting market strongly indicates LSU is the superior team in this matchup.
google/gemini-3.1-pro-preview · Oct 16, 8:07 PM PDTGPT · LSU Tigers · 82.0%
LSU is the clear favorite on the supplied evidence. The strongest signal is the market line: LSU -17.5 at home, which implies a substantial expected margin and typically corresponds to a high straight-up win probability. LSU also has home field at Tiger Stadium, which further supports its chances. Countering that somewhat, Mississippi State has the better record in the package (4-1 vs 4-2) and the higher ranking (16 vs 22), so this is not a case where every signal points the same way. Still, when a large home favorite line is present, it is usually the most informative comparative indicator in a game-winner forecast, and it outweighs the modest record/ranking edge for Mississippi State. On the immutable evidence provided, LSU should be favored to win most of the time, but not with near-certainty given the conflicting poll/profile indicators and missing roster-efficiency context.
openai/gpt-5.4 · Oct 16, 8:07 PM PDTGrok · LSU Tigers · 82.0%
LSU enters as a 17.5-point home favorite at Tiger Stadium against a Mississippi State team with a slightly better record (4-1 vs 4-2) and higher ranking (16 vs 22). The large spread at a neutral or home venue supplies the primary comparative signal that LSU is substantially stronger on paper. No advanced efficiency metrics or injury data are supplied to refine the estimate.
xai/grok-4.3 · Oct 16, 8:07 PM PDTWhat remains uncertain
- No injury, suspension, or depth-chart information supplied
- No advanced efficiency, SP+/FEI, or opponent-adjusted metrics
- Record and ranking arrays are not explicitly mapped to each team, creating attribution ambiguity
- Single market provider with no line-movement history
- No weather or travel context
- No head-to-head or common-opponent data
- No advanced statistical metrics provided
- No injury reports or depth chart changes available
What to watch next
Wait for the official result. The locked forecast stays unchanged.
Open the event and source context →What changed before the lock
- 17.9 percentage points higher for LSU Tigers
The pre-event probability state was locked atomically and is immutable.
Record hash
7fb74a0696f02dae2c882112db6341f88681a9e5bf284fa8d8b49a2416549d5b - First recorded forecast
First prospective probability state captured for this source and competition.
Record hash
1c21c8bdd23c5b2a0e26cc284c5b0513879064f13f53977a9925232925b7c260
Reasons are shown as they were recorded. The ledger does not establish that a specific fact caused a probability change.
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