Estimated outcome probability. A likely winner can still be overpriced.
← Decision briefsCollege Football · Oct 17, 12:30 PM PDT YOUR RESEARCH TASK FORECASTMichigan Wolverines RELIABILITY4/4 model reports MARKET VALUENot established
Michigan Wolverines vs Penn State Nittany Lions
67.8%Michigan Wolverines
NOT LOCKED4/4 independent models select Michigan Wolverines; all four oriented probabilities average 67.75%.
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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.
- Gemini: Michigan is a 6-point favorite
- Grok: Michigan 3-2 record edges Penn State 3-3
- Claude: Market line MICH -6 implies roughly 70-73% win probability for Michigan
- GPT: Market line lists Michigan -6, indicating Michigan is favored by about a touchdown on a neutral pricing basis adjusted for home venue.
Read all four model reports
Gemini · Michigan Wolverines · 70.0%
Michigan is favored by 6 points at home against Penn State. With a slightly better 3-2 record compared to Penn State's 3-3, and the advantage of playing at Michigan Stadium, the market implies a solid probability of a Wolverines victory.
google/gemini-3.1-pro-preview · Oct 17, 7:08 AM PDTGrok · Michigan Wolverines · 63.0%
Michigan enters at 3-2 versus Penn State's 3-3. The game is at Michigan Stadium, and the supplied DraftKings line lists Michigan as a 6-point home favorite. In NCAA FBS, a 6-point spread at home typically corresponds to a win probability in the low-to-mid 60s. No rankings are supplied and advanced metrics are unavailable, so the estimate rests solely on record differential, venue, and market line.
xai/grok-4.3 · Oct 17, 7:08 AM PDTClaude · Michigan Wolverines · 71.0%
DraftKings lists Michigan at -6 at home in Michigan Stadium, which is the strongest comparative signal available. A 6-point favorite in college football historically wins roughly 70-73% of the time, and the modest total (42.5) slightly reduces variance, which marginally favors the favorite. Records offer a mild corroborating edge (3-2 vs 3-3), and neither team is ranked. With no injury or efficiency data to adjust from the market baseline, I anchor close to the line-implied figure.
anthropic/claude-opus-5 · Oct 17, 7:08 AM PDTGPT · Michigan Wolverines · 67.0%
Michigan is the evidence-based favorite. The supplied market line of Michigan -6 at home is the strongest comparative signal in the package and implies a meaningful but not overwhelming edge. The records also lean Michigan slightly (3-2 vs 3-3). With no rankings and no deeper team-strength, injury, or efficiency data available, the estimate should stay bounded rather than aggressive.
openai/gpt-5.4 · Oct 17, 7:08 AM PDTWhat remains uncertain
- No advanced efficiency metrics provided
- Missing injury reports and depth chart changes
- Weather conditions at the stadium are unknown
- No team rankings or efficiency metrics supplied
- Injuries and depth unavailable
- Evidence scope limited to scoreboard facts and market line at data_current_at
- No injury, suspension, or depth-chart information supplied
- No advanced efficiency, SP+/FEI, or strength-of-schedule metrics
What to watch next
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- First recorded forecast
First prospective probability state captured for this source and competition.
Record hash
33a812d9621524173e9400e33aaa1ea36d4528ac67d29a85ec826e0d10ee4c0e
Reasons are shown as they were recorded. The ledger does not establish that a specific fact caused a probability change.
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