Estimated outcome probability. A likely winner can still be overpriced.
← Decision briefsCollege Football · Oct 17, 10:00 AM PDT FORECASTBuffalo Bulls RELIABILITY4/4 model reports MARKET VALUENot established
Buffalo Bulls vs Massachusetts Minutemen
70.5%Buffalo Bulls
LOCKED Oct 17, 9:32 AM PDT4/4 independent models select Buffalo Bulls; all four oriented probabilities average 70.5%.
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 BUF -7 implies roughly 73-76% win probability for Buffalo
- Gemini: Market line favors Buffalo by 7 points
- Grok: Market spread BUF -7 at DraftKings
- GPT: DraftKings lists Buffalo -7, the strongest comparative signal in the evidence package
Read all four model reports
Claude · Buffalo Bulls · 74.0%
The DraftKings line of BUF -7 at Broadview Stadium (Buffalo's home venue) is the strongest single signal in the package. A 7-point favorite in college football historically wins roughly 72-77% of the time, and the modest total (42.5) slightly reduces variance, which marginally favors the stronger side. Buffalo's inferior record (3-3 vs 4-2) is already embedded in the market price and is partly explained by schedule strength and UMass's historically weaker program profile; the market's willingness to lay a touchdown despite the record gap suggests a meaningful underlying quality edge plus home-field advantage. Neither team is ranked, so no additional adjustment applies. I anchor at the line-implied figure without material deviation.
anthropic/claude-opus-5 · Oct 15, 4:08 PM PDTGemini · Buffalo Bulls · 73.0%
Buffalo is favored by 7 points in the betting market, which typically translates to an implied win probability of around 72-74%. Despite Massachusetts having a slightly better straight-up record (4-2 vs 3-3), the market strongly favors Buffalo. The low total of 42.5 makes the 7-point spread even more significant.
google/gemini-3.1-pro-preview · Oct 15, 4:08 PM PDTGrok · Buffalo Bulls · 68.0%
Buffalo is the home team at Broadview Stadium and is favored by a 7-point market spread despite holding a 3-3 record against UMass's 4-2 mark. The spread supplies the primary comparative signal that Buffalo is viewed as the stronger side on neutral factors.
xai/grok-4.3 · Oct 15, 4:08 PM PDTGPT · Buffalo Bulls · 67.0%
Buffalo is the evidence-based favorite. The strongest signal in the package is the market line of Buffalo -7, which generally implies Buffalo is meaningfully more likely to win than Massachusetts on a neutral read of available information. That signal outweighs the raw records, where Massachusetts has the better listed mark (4-2 vs 3-3). No rankings are provided for either team, so there is no poll-based adjustment. With Buffalo favored by a full touchdown and no conflicting market or ranking evidence, the best bounded estimate is that Buffalo wins about two-thirds of the time.
openai/gpt-5.4 · Oct 15, 4:08 PM PDTWhat remains uncertain
- No injury, suspension, or depth-chart information provided
- No advanced efficiency, SP+/FPI, or point-differential data
- Strength of schedule behind the 3-3 and 4-2 records is unknown
- Record-to-team mapping inferred from side ordering, not explicitly labeled
- Single market provider; no line movement or closing-line context
- Weather and travel conditions unavailable
- No advanced efficiency 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
- 2.1 percentage points higher for Buffalo Bulls
The pre-event probability state was locked atomically and is immutable.
Record hash
0bcdcb087dfb20dab21d6711e149f2fa1102ae6ba1519dc7259a1c9684b1051e - First recorded forecast
First prospective probability state captured for this source and competition.
Record hash
b94981a1570621f397fb06de1cd63b20d7cd5e3a3fe60a5875c48647a2b71a7f
Reasons are shown as they were recorded. The ledger does not establish that a specific fact caused a probability change.
The saved method comparison
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