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College Football · Oct 17, 9:00 AM PDT

Army Black Knights vs Florida Atlantic Owls

56.9%Army Black Knights
LOCKED Oct 17, 8:32 AM PDT

4/4 independent models select Army Black Knights; all four oriented probabilities average 56.88%.

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  1. Read the model reasons and reported limits.
  2. Inspect available source context; record missing sources.
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FORECASTArmy Black Knights

Estimated outcome probability. A likely winner can still be overpriced.

RELIABILITY4/4 model reports

17 reported evidence limits. Agreement alone does not establish accuracy.

MARKET VALUENot established

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: Army is favored by 2.5 points.
  • Grok: Army home venue at Michie Stadium
  • Claude: DraftKings line ARMY -2.5 implies roughly 57-60% win probability for Army
  • GPT: DraftKings market line favors Army by 2.5 points
Read all four model reports

Gemini · Army Black Knights · 57.5%

Army is a slight 2.5-point home favorite against Florida Atlantic. Despite FAU having a slightly better record (4-1 vs 3-2), the market favors Army at Michie Stadium, translating to roughly a 57-58% implied win probability.

google/gemini-3.1-pro-preview · Oct 12, 5:53 AM PDT

Grok · Army Black Knights · 56.0%

Army enters at 3-2 and hosts at Michie Stadium while favored by 2.5 points on the market line. FAU is 4-1 but the neutral venue-adjusted line and home-field edge give Army the modest edge in a low-information environment.

xai/grok-4.3 · Oct 12, 5:53 AM PDT

Claude · Army Black Knights · 58.0%

The only direct comparative signal is the DraftKings line of Army -2.5 at home in Michie Stadium. A 2.5-point favorite historically wins roughly 57-60% of the time in college football, with the hook pushing it slightly above the field-goal-equivalent baseline. Records modestly favor FAU (4-1 vs 3-2), which is already embedded in the market price and tempers any upward adjustment; neither team is ranked. Army's home-field advantage in a service-academy environment and the market's implied edge support a narrow lean, but the small margin means this is close to a coin flip with a slight tilt.

anthropic/claude-opus-5 · Oct 12, 5:53 AM PDT

GPT · Army Black Knights · 56.0%

Using only the supplied evidence, Army gets the nod primarily because the market line lists Army -2.5 and the game is at Michie Stadium. That indicates Army is viewed as a small favorite on its home field. Florida Atlantic has the better record in the package (4-1 vs 3-2), which pulls the estimate down and keeps this close, but the market signal is the strongest comparative input provided. With no rankings and no player-availability or efficiency data, the best evidence-bounded estimate is a narrow Army edge.

openai/gpt-5.4 · Oct 12, 5:52 AM PDT

What remains uncertain

  • No advanced efficiency metrics or SP+ rankings are provided.
  • Injury reports and depth chart changes are missing.
  • Weather conditions at Michie Stadium are unknown.
  • No advanced efficiency or pace metrics available
  • Injury and depth-chart data absent
  • Opponent strength not detailed in source facts
  • Evidence limited to scoreboard records, line, and venue
  • No injury or depth-chart information supplied

What to watch next

Wait for the official result. The locked forecast stays unchanged.

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What changed before the lock

  1. 0.6 percentage points higher for Army Black Knights

    The pre-event probability state was locked atomically and is immutable.

    Record hash7e0102dc363d4257a799a38721d7b2fbb272cf56e2002ab36682a9557304a5a3
  2. First recorded forecast

    First prospective probability state captured for this source and competition.

    Record hash33c6a52d99d36ee93a9c8b2eae1a8e73f31dc6fcd1ac3760fa2baf89a33a66f6

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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Available source context

No direct source links are attached to this brief. The event page shows the available context.

These links provide event context. They do not verify every claim in a model report.

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