Scottish Premiership - 28275

Current lifecycle fixture

Dundee

Kickoff

2026-08-08 14:00:00

Aberdeen

Fixture: Approved analysisLifecycle: publishedData: 13/07/2026, 10:11:17 | analysis-v1

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Intelligence overview

No clear favourite

Highest 1X2 estimate 50%. Confidence is low, so the UI avoids a strong recommendation.

Expected goals

Dundee: 1.6

Aberdeen: 1

Home xG / Away xG

Model

analysis-v1

live-local

Publication

published

Public view hides drafts

40%

Confidence

Low confidence

Cautious estimate

AI MATCH ANALYSIS

Validated reportScottish PremiershipModel gpt-5-mini

Dundee lean at home as model projects modest 2.6-goal game

Model gives Dundee the edge with a 50% chance of a home win, a low confidence rating (40) and an expected scoreline built on 1.6 expected home goals versus 1.0 expected away goals. The combined xG of 2.6 supports Over 1.5 (81%) and a material Both Teams To Score probability (65%), but limited input matches and calibration weaknesses reduce certainty.

Match Outlook

Prediction classification is a home lean: Dundee 50% win probability, draw 27%, Aberdeen 23%. Confidence is labelled Low (40), so the home advantage is the strongest single signal but not decisive.

Current Form

The analytical inputs rely on a very small sample (one recent match for each side in the provenance). That restricts the predictive power of form-based indicators: win/draw/loss momentum is not robust here. The model still registers a home bias, but the low sample size is a major constraint.

Aberdeen: 1 - Only one away match contributed to the away-form estimate, limiting reliability.
Dundee: 1 - Only one home match contributed to the home-form estimate, limiting reliability.

Home vs Away

Dundee’s home win probability is the single strongest market signal (model top probability at 50%). The model cites a stronger home win rate for Dundee as a reason for the lean, but the underlying sample is one match, so the home-edge should be treated cautiously.

Aberdeen: Concede 1.7 away goals per match - Model lists Aberdeen’s away conceding tendency as supportive of Dundee’s home advantage.
Dundee: 50% - Highest single outcome probability — indicates model preference for home win.

Goals Outlook

Expected goals are 1.6 for Dundee and 1.0 for Aberdeen, giving a combined xG of 2.6. That underpins a strong probability for Over 1.5 goals (81%) and moderate probability for Over 2.5 (45%). Both Teams To Score sits at 65%, reflecting that the model gives both sides reasonable scoring chances.

Over 1.5

81% probability — strong market signal; combined xG comfortably above 1.5.

Over 2.5

45% probability — near coin-flip territory; combined xG suggests a non-trivial chance but not dominant.

BTTS

65% probability — both teams have statistical support to score given the individual expected goals.

Expected goals

Dundee: 1.6

Aberdeen: 1

Match: 2.6 - Combined xG level that supports Over 1.5 and gives a moderate chance of Over 2.5.
Match: 1.0 - Away side expected to score but at lower rate, supporting BTTS rather than a shutout.

Key Strengths

Dundee

Home scoring edge

Model attributes higher expected goals to Dundee at home (1.6) and registers the highest single-outcome probability (50% home win).

Aberdeen

Away scoring presence

Aberdeen’s expected away goal (1.0) contributes to a 65% BTTS probability — the model expects them to create chances despite conceding tendencies.

Match

Goals market signal

Combined expected goals of 2.6 drives a clear signal for Over 1.5 (81%), the strongest market identified by the model.

Key Risks

Low overall model confidence

The model confidence score is 40 (Low). Probabilities should be treated as indicative rather than definitive.

Sparse input data

Provenance shows only one recent match used per side; form indicators and trend-based inference are therefore weak.

Known calibration weaknesses

Draw probability calibration is a known V1 weakness and the model notes general confidence calibration issues for this version.

Final Verdict

Dundee advantage with low confidence; aim at goals-focused expectations

The model leans to Dundee (50% probability) driven by a home scoring edge (1.6 xG) and Aberdeen’s away concession note, with a combined xG of 2.6 that strongly supports Over 1.5 and a 65% BTTS probability. However, the analysis rests on a very limited match sample and a low confidence score (40), so the prediction should be treated as a probabilistic tilt rather than a strong forecast.

Confidence language: Low. This remains an analytical view, not a guaranteed selection.

Model Transparency

Analysis Engine V1 calculates the probabilities. The AI writer explains the verified inputs and does not alter numbers, add odds, or claim certainty.

Data Used

Source datasets: live-local. Generated 2026-07-14T08:22:25.787Z.

Limitations

- Confidence calibration remains weak.
- Draw prediction is a known V1 weakness.
- Historical accuracy does not prove future performance.
- No profitability measurement exists.
- Performance varies by league and season.