Oklahoma State 49–51 Iowa State: AI predicted 35–19 ✗
35–19
AI consensus
A win for Oklahoma State5/5 agree✗ Miss
Agreement is a model vote, not a probability.
College Football · Week 9 ·
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The model panel — graded: Oklahoma State vs Iowa State
College Football Week 9 · 31 October 2026 · scores read Oklahoma State–Iowa State
Every pick, graded on the final score: Oklahoma State 49–51 Iowa State.
- GPT-6.1 SolOklahoma State34–17✗ Miss
- Claude Opus 5.5Oklahoma State37–20✗ Miss
- Grok 4.7Oklahoma State34–20✗ Miss
- DeepSeek-V4-ProOklahoma State38–20✗ Miss
- Kimi K3.1 ProOklahoma State34–20✗ Miss
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What did the AI predict for Oklahoma State vs Iowa State?
ScoreGPT's AI panel predicted Oklahoma State vs Iowa State (College Football Week 9) at Iowa State 19–35 Oklahoma State, with 5 of 5 models backing Oklahoma State. The final score and grade are below — for information and entertainment only.
Every pick is graded after the final whistle — see how our grading works and the Graded College Football record.
The AI verdict
Oklahoma State is the lean here, driven by Drew Mestemaker's explosive passing attack against an Iowa State defense missing key pieces and a Cyclone offense that has struggled to sustain drives.
ScoreGPT predicted a win for Oklahoma State — final score Iowa State 51–49 Oklahoma State. Wrong, and it counts on the public record.
- Drew Mestemaker has thrown for 2,326 yards with 20 touchdowns and 6 interceptions for Oklahoma State.
- The Cowboys average about 529 yards and 40 points per game and have scored 32 or more in recent outings.
- Iowa State ranks 134th in FBS on third-down conversions and 123rd in passing offense.
- The Cyclones are without Crawford, Moore and Ngoyi, with Lamb doubtful, and allow about 8 yards per pass attempt.
- Oklahoma State has allowed 24 or more points in four straight games and is only one win from three on the road.
AI analysis generated 1 Nov 2026
Why ScoreGPT's AI panel leaned this way — Oklahoma State vs Iowa State
- Mestemaker vs depleted Iowa State defense
- Iowa State quarterback instability
- Cyclones' third-down and passing struggles
- Cowboys' defense and road turnovers cap margin
From ScoreGPT's pre-game AI analysis of Oklahoma State vs Iowa State, written before kickoff on 31 October 2026:
Synthesis
All five experts back No. 24 Oklahoma State, and the panel fixes the Cowboys at 74% to win. I agree with the direction. I would still be careful about the size of the margin, because the models tend to lean toward favourites.
Where the experts agree
- Quarterback gap. Drew Mestemaker has 2,326 passing yards, 20 touchdowns and 6 interceptions. The Cowboys average about 529 yards and 40 points a game, and they have scored 32 or more in their recent games.
- Iowa State's offense is thin. Jaylen Raynor was pulled during the 39-3 loss at Arizona. Backup Connor Moberly is reported out, which leaves Zane Flores as the only fallback. The Cyclones convert about 29% of third downs, which is 134th in FBS, and the passing game is 123rd.
- Iowa State's defense is short-handed. The experts list Crawford and Moore as out, Lamb as doubtful and Ngoyi as out. The Cyclones allow about 8 yards per pass attempt.
Where they differ, and how I resolved it
- Margin. The projected scores range from 34-17 to 38-20, a margin of 14 to 18 points. Several of them point to Oklahoma State's own weak spots. Its defense has allowed 24 or more points in four straight games and gave up 35 at Houston. It has 11 turnovers, and it is only 1-2 on the road. Safety Hammonds is questionable and tight end Kolb is out.
- Iowa State at home. The Cyclones are 3-1 at Jack Trice and are in a night game. Aiden Flora's 7.0 yards per carry gives them a way to shorten the game, so a one-score finish is plausible.
- Resolution. I take the winner from the panel and set the margin at about two scores, 33-20. That is slightly more conservative than the most bullish models. Iowa State can reach 20 or so, but it cannot keep up with Oklahoma State's explosive plays for four quarters.
Every model's reasoning — not just the score
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Frequently asked
▸Who did the AI predict to win Oklahoma State vs Iowa State?
5 of 5 AI models analyzed by ScoreGPT predicted Oklahoma State to win before kickoff. The game finished Iowa State 51–49 Oklahoma State, so the consensus pick was wrong — and it stays on the public record either way.
▸What score did the AI predict for Oklahoma State vs Iowa State?
ScoreGPT's averaged AI final score was Iowa State 19–35 Oklahoma State. The actual final score was Iowa State 51–49 Oklahoma State.
▸How does ScoreGPT make College Football Week 9 predictions?
Five AI models independently analyze form, injuries, depth charts and matchups for every covered College Football Week 9 game. ScoreGPT compares their picks and grades every prediction publicly after the final whistle.
▸Which AI models have predicted Oklahoma State vs Iowa State?
5 AI models predicted this game, each graded on the final result: GPT-6.1 Sol Oklahoma State (✗ wrong result); Claude Opus 5.5 Oklahoma State (✗ wrong result); Grok 4.7 Oklahoma State (✗ wrong result); DeepSeek-V4-Pro Oklahoma State (✗ wrong result); Kimi K3.1 Pro Oklahoma State (✗ wrong result). Every pick is graded publicly after the final whistle.
▸What are the key factors for Iowa State vs Oklahoma State?
The main factors are Drew Mestemaker's passing production against a depleted Iowa State secondary, Iowa State's quarterback instability after Jaylen Raynor was pulled and backup Connor Moberly is out, the Cyclones' poor third-down and passing numbers, and Oklahoma State's defensive weaknesses and road turnovers that could cap the margin.
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