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College Football · Oct 17, 12:30 PM PDT

Air Force Falcons vs UNLV Rebels

—No winner forecast available
NOT LOCKED

4/4 models favor Air Force Falcons, but the mean probability (54.75%) is below the house threshold.

FORECASTPending

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

RELIABILITY4/4 model reports

16 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.

  • Claude: Market line: Air Force -1.5, implying ~54-57% win probability
  • Gemini: Air Force is favored by 1.5 points
  • Grok: Air Force 4-1 record vs UNLV 4-2
  • GPT: Market line lists Air Force as a 1.5-point favorite
Read all four model reports

Claude · Air Force Falcons · 56.0%

The only hard comparative signals are the DraftKings line (Air Force -1.5 at home in Falcon Stadium) and records (4-1 vs 4-2). A 1.5-point favorite converts to roughly a 54-57% win probability under standard spread-to-moneyline mapping, and the small edge is consistent with Air Force's slightly better record and home-field setting. Because the line is near pick'em, the market signals a near-coin-flip, so I stay close to the implied value rather than extrapolating further.

anthropic/claude-opus-5 · Oct 17, 9:08 AM PDT

Gemini · Air Force Falcons · 54.0%

Air Force is a slight 1.5-point favorite at home with a 4-1 record against UNLV's 4-2 record. The narrow spread indicates a closely contested matchup, giving Air Force a slight edge in win probability.

google/gemini-3.1-pro-preview · Oct 17, 9:08 AM PDT

Grok · Air Force Falcons · 54.0%

Air Force enters with a 4-1 record versus UNLV's 4-2, hosts the game at Falcon Stadium, and is a 1.5-point favorite per the DraftKings market line. These factors together indicate a modest home-edge advantage in an otherwise closely matched contest with no rankings supplied.

xai/grok-4.3 · Oct 17, 9:08 AM PDT

GPT · Air Force Falcons · 55.0%

Air Force gets a narrow edge from the supplied evidence: they are at home at Falcon Stadium, have the slightly better record (4-1 vs 4-2), and the provided market line makes Air Force a small favorite at -1.5. With no rankings for either team and no injury or efficiency data in the evidence package, the signal supports only a modest lean rather than a strong forecast.

openai/gpt-5.4 · Oct 17, 9:08 AM PDT

What remains uncertain

  • No injury or depth-chart information provided
  • No advanced efficiency, strength-of-schedule, or opponent-quality data
  • Records are not attributed to a specific side beyond ordering convention
  • Single-provider market line with no line movement history
  • No prior head-to-head or conference-context data
  • No advanced statistics provided
  • No injury reports or depth chart changes available
  • Weather conditions at Falcon Stadium are unknown

What to watch next

Wait for all required evidence and the pre-event lock. This view is not final.

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What changed before the lock

  1. First recorded forecast

    First prospective probability state captured for this source and competition.

    Record hash8a32c6f9dc5b0c46a4e2b088689f0056ab2abab1949fb4a0e4d77d1c5105c41d

Reasons are shown as they were recorded. The ledger does not establish that a specific fact caused a probability change.

The saved method comparison

This event has no eligible record in the new comparison cohort. Historical or late forecasts are not filled in after the event.

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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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