Estimated outcome probability. A likely winner can still be overpriced.
← Decision briefsCollege Football · Oct 17, 4:00 PM PDT YOUR RESEARCH TASK FORECASTVanderbilt Commodores RELIABILITY4/4 model reports MARKET VALUENot established
Vanderbilt Commodores vs Arkansas Razorbacks
68.5%Vanderbilt Commodores
NOT LOCKED4/4 independent models select Vanderbilt Commodores; all four oriented probabilities average 68.5%.
Check the evidence
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- Read the model reasons and reported limits.
- Inspect available source context; record missing sources.
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16 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 VAN -6 implies roughly 70-73% win probability for Vanderbilt
- Gemini: Vanderbilt is favored by 6 points
- Grok: Vanderbilt 3-3 record vs Arkansas 2-4 record
- GPT: Vanderbilt has the better record in the evidence package: 3-3 versus 2-4 for Arkansas.
Read all four model reports
Claude · Vanderbilt Commodores · 71.0%
The market line (DraftKings VAN -6) is the single strongest supplied signal, and a 6-point home favorite in college football historically wins roughly 70-73% of the time. The supporting record comparison (3-3 vs 2-4) aligns with Vanderbilt being the modestly stronger side, and the game is at FirstBank Stadium, Vanderbilt's home venue, which is already embedded in the line. With a total of 48.5 (moderate scoring environment), variance is not unusually elevated, so no material adjustment away from the line-implied estimate is warranted. Neither team is ranked, so no additional quality signal is available beyond records and the spread.
anthropic/claude-opus-5 · Oct 17, 9:08 AM PDTGemini · Vanderbilt Commodores · 69.0%
Vanderbilt is a 6-point home favorite with a slightly better record (3-3 vs 2-4). The market line implies a win probability of roughly 69% for the Commodores.
google/gemini-3.1-pro-preview · Oct 17, 9:08 AM PDTGrok · Vanderbilt Commodores · 67.0%
Vanderbilt enters at 3-3 versus Arkansas at 2-4. Vanderbilt is the home team at FirstBank Stadium and is favored by 6 points on the supplied DraftKings market line. These three comparative signals (record edge, home venue, point spread) all align on Vanderbilt as the stronger side. No rankings are supplied. The probability is calibrated to the 6-point spread while remaining bounded by the modest record differential.
xai/grok-4.3 · Oct 17, 9:08 AM PDTGPT · Vanderbilt Commodores · 67.0%
Best evidence-bounded estimate favors Vanderbilt. The immutable package provides three comparative signals: Vanderbilt has the better record (3-3 vs 2-4), Vanderbilt is at home (FirstBank Stadium), and the supplied market line makes Vanderbilt a 6-point favorite. No rankings are provided for either team, so there is no poll-based separation. Among the available facts, the market line is the strongest summary signal, and a 6-point home favorite in an FBS game generally implies a meaningful but not overwhelming win edge. Using only these supplied facts, Vanderbilt is more likely than Arkansas to win, but not at a near-certainty level.
openai/gpt-5.4 · Oct 17, 9:08 AM PDTWhat remains uncertain
- No injury, suspension, or depth-chart information supplied
- No advanced efficiency, strength-of-schedule, or opponent-adjusted metrics provided
- Record-to-team mapping inferred from list order rather than explicitly labeled
- Single market provider quoted; no line movement or consensus available
- No weather or travel detail included
- No advanced statistics or efficiency metrics are provided
- No injury reports or depth chart changes are available
- Weather conditions are unknown
What to watch next
Wait for all required evidence and the pre-event lock. This view is not final.
Open the event and source context →What changed before the lock
- First recorded forecast
First prospective probability state captured for this source and competition.
Record hash
7a970ed17ab8e89fc0e4b7121619f08460e8644ea8fdcd5560e1e1eb7d0be0fd
Reasons are shown as they were recorded. The ledger does not establish that a specific fact caused a probability change.
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