Scottish Premiership - 28275

Current lifecycle fixture

Dundee

Kickoff

2026-08-29 14:00:00

Hibernian

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

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Intelligence overview

No clear favourite

Highest 1X2 estimate 41%. Confidence is low, so the UI avoids a strong recommendation.

Expected goals

Dundee: 1.4

Hibernian: 1.4

Home xG / Away xG

Model

analysis-v1

live-local

Publication

published

Public view hides drafts

36%

Confidence

Low confidence

Cautious estimate

AI MATCH ANALYSIS

Validated reportScottish PremiershipModel gpt-5-mini

Dundee vs Hibernian — slight home lean but low confidence; goals likely

Model leans to a Dundee win (41% vs 29% for Hibernian) but assigns low overall confidence (36). Expected goals are identical across teams (1.4 each, combined 2.8). Markets with strongest statistical support: Over 1.5 goals (84%) and both teams to score (74%). The signal is driven by a stronger recent form trend for Dundee in the dataset, but only one recent match per side was used, so the projection is fragile.

Match Outlook

Home win is the single highest probability outcome (41%) with the draw and away outcomes at 30% and 29% respectively, giving a narrow top-two gap (11 points between top probability and the average of next outcomes). Expected goals are equal at 1.4 each, producing a combined expected-goals figure of 2.8. The model flags Over 1.5 goals as the strongest market (84% probability) and high likelihood (74%) that both teams will score. Overall confidence in this projection is low (score 36), and the underlying sample used for both sides is minimal.

Current Form

The model notes a stronger recent-form trend for Dundee as a contributor to the home-lean classification. That trend is derived from a single recent match used for each team in the feature set, which limits the reliability of form-based inference.

Dundee: 1 match - Very limited sample for home-side form signal.
Dundee: Identified stronger recent form trend - Used by model to tilt probabilities toward Dundee; effect size constrained by data volume.

Home vs Away

Although the model assigns the highest single probability to a Dundee win, the expected-goals projection is symmetric (1.4 each). The home lean therefore stems more from probabilistic calibration and recent-form input than a clear home-goals advantage.

Both: 1.4 / 1.4 - No expected-goals edge at aggregate level between home and away.
Dundee: 41% - Highest single outcome probability, creating the 'home-lean' classification.

Goals Outlook

Combined expected goals of 2.8 and separate probability estimates support a high likelihood of goals: Over 1.5 is strongly favoured at 84%, Over 2.5 sits at an even 50%, and BTTS has a 74% probability. These figures point to a reasonable expectation of both teams scoring and at least two total goals.

Over 1.5

84% probability — strong signal that the game will clear 1.5 total goals.

Over 2.5

50% probability — coin-flip probability that total goals exceed 2.5.

BTTS

74% probability — substantial support for both teams to score.

Expected goals

Dundee: 1.4

Hibernian: 1.4

Both: 74% - Strong likelihood both sides will register.
Both: 2.8 - Supports the Over 1.5 and BTTS probabilities.

Key Strengths

Dundee

Form-driven edge

Model cites a stronger recent-form trend for Dundee as a contributor to their higher single-outcome probability.

Both

Attack parity

Identical expected-goals figures (1.4 each) indicate both teams project to generate comparable offensive output.

Both

Clear goals market signals

High probabilities for Over 1.5 (84%) and BTTS (74%) are the most robust signals in the profile.

Key Risks

Low confidence and small sample

Confidence score is 36 (labelled Low) and the feature set used only one recent match per team, restricting reliability.

Model limitations on draws

The pipeline documents a known weakness in drawing probability calibration that can distort close-match forecasts.

Generalization risk

Confidence calibration varies by league and season; historical fit does not guarantee future accuracy.

Projection fragility

The home lean arises from marginal probabilistic advantages rather than a clear expected-goal differential.

Final Verdict

Slight lean to Dundee but treat projections cautiously; goals markets (Over 1.5, BTTS) show stronger statistical support than outcome certainty.

The probabilistic output gives Dundee the highest single outcome probability (41%) while expected goals are even (1.4 each). The clearest, most consistent signals are in goals markets: Over 1.5 (84%) and BTTS (74%) are the strongest model outputs. Given the low confidence score and that only one recent match per side was used, treat the home-lean as tentative and emphasize the goals-related signals over outcome certainty.

Confidence language: Low (confidence score 36). Limited sample and calibration weaknesses reduce reliability.. 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 2026-07-14T08:37:25.527Z.

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.