Expected goals
Home xG / Away xG
Scottish Premiership - 28275
Current lifecycle fixture
Kickoff
2026-08-01 16:30:00
VS

Intelligence overview
Highest 1X2 estimate 42%. Confidence is low, so the UI avoids a strong recommendation.
Expected goals
Home xG / Away xG
Model
analysis-v1
live-local
Publication
published
Public view hides drafts
Confidence
Low confidence
Cautious estimate
AI MATCH ANALYSIS
The model assigns Hearts the highest single outcome probability (42% away win) against Aberdeen (30% home win, 28% draw) with expected goals 1.3 (Aberdeen) and 1.5 (Hearts) for a combined 2.8. Key market signals: 84% chance of over 1.5 goals, 50% for over 2.5 and 72% BTTS. Confidence is low (37). Sample sizes are very small (1 home, 1 away match used), so treat the lean toward an away win and the goals signal as indicative rather than decisive.
The highest-probability single outcome is an away win (Hearts) at 42%, producing an interpretation classification of 'away_lean'. The model's confidence score is 37 (labelled Low), and the top-two gap (difference between the highest and next-highest outcome probabilities) is 12 percentage points, signalling a modest separation but not a robust forecast.
The model used one recent match from each side (matchesUsedHome = 1, matchesUsedAway = 1). Within that limited sample the data-driven reason list flags that the away side has the stronger recent form trend ('H2 have the stronger recent form trend'). Given a single-match input per side, that form signal has limited reliability and contributes to the low overall confidence.
Expected goals are 1.3 for Aberdeen (home) versus 1.5 for Hearts (away). The small difference (0.2 xG) aligns with a modest away lean in the match outcome probabilities (42% away win vs 30% home win). Again, the underlying sample is one match per side, so home/away inferences should be treated cautiously.
Combined expected goals equal 2.8 (1.3 + 1.5). The model assigns an 84% probability to over 1.5 goals and a 50% probability to over 2.5. Both teams to score probability is 72%, indicating statistical support for both sides finding the net.
Over 1.5
At 84% probability, Over 1.5 is the strongest market signal in the model output.
Over 2.5
A 50% probability for Over 2.5 represents an even split — neither strongly affirmative nor strongly negative for three-plus goals.
BTTS
BTTS at 72% is a pronounced signal that both sides have modelled scoring potential on this dataset.
Expected goals
Aberdeen: 1.3
Hearts: 1.5
Hearts
Highest single-outcome probability
Hearts hold the top single-outcome probability at 42% and a slightly higher expected goal total (1.5), giving the model a measurable away-lean.
Both teams
Goals profile supports open game
Combined xG of 2.8 plus 84% Over 1.5 and 72% BTTS indicate the statistical profile favours goals from both sides.
Very small sample size
The model used only one recent match for each side (provenance.matchesUsedHome = 1, matchesUsedAway = 1), which limits the robustness of form and home/away signals.
Low overall confidence
Confidence score is 37 (label 'Low'); outcome probabilities should be treated as a modest lean rather than a strong forecast.
Model weaknesses in draw calibration
Known limitation: 'Draw prediction is a known V1 weakness', which affects the reliability of the 28% draw probability.
Final Verdict
Hearts are the single most probable outcome (42%) and expected goals slightly favour the away side (1.5 v 1.3). The clearest statistical market is Over 1.5 goals (84%) and BTTS (72%) also registers strongly. All signals come from a very small sample (one match per side), and the model flags draw calibration as a weakness, so treat this as a directional view rather than a high-certainty forecast.
Confidence language: Low (confidence score 37). This remains an analytical view, not a guaranteed selection.
Analysis Engine V1 calculates the probabilities. The AI writer explains the verified inputs and does not alter numbers, add odds, or claim certainty.
Source datasets: live-local. Generated 2026-07-13T10:13:45.837Z.
Exact model percentages, never bookmaker odds.
Model-estimated probability, not odds.
Model-estimated probability, not odds.
Model-estimated probability, not odds.
Model-estimated probability, not odds.
Model-estimated probability, not odds.
Model-estimated probability, not odds.
A probability is an estimated chance from the local model context. It is not an outcome promise and is not bookmaker odds.
Market intelligence
A separate explanation layer for match markets. These signals do not change Analysis Engine V1 and are not bookmaker odds.
V1 expects 2.8 total goals. Local team samples average 2.66 total goals in matches involving these sides.
The winner market remains separated from goals markets, so a high goal signal does not automatically mean a strong home or away call.
Imported historical sample suggests 10 combined team corners per match across the current market dataset.
4 avg corners
6 avg corners
6 matches max
Imported discipline sample rates this matchup around 3 weighted cards. Possession averages are shown when available.
Low/Medium risk labels
Avg possession
Avg possession
Risk review
Short caution signals that explain why the analysis remains measured. These do not change the V1 prediction.
Draw tendency sample
20%
Combined draw share across both team samples.
V1 draw estimate shown for transparency.
Confidence caution
Cautious
Low-confidence analysis should avoid strong wording.
Manual publication remains required.
Historical sample context
152 matches
Current-season form will appear separately after Sportmonks current-season imports are expanded.
Longer-term profile from completed local datasets: 2024/2025, 2025/2026. Current-season signals appear separately when Sportmonks match data is available.
Aberdeen form
PPG 1.22 - GF 88 - GA 116
Hearts form
PPG 1.74 - GF 119 - GA 81
Home team signal
Points profile
1.22 PPG
26W 15D 35L sample
Goals for
1.16
88 scored across local sample
Goals against
1.53
116 conceded across local sample
Away team signal
Points profile
1.74 PPG
39W 15D 22L sample
Goals for
1.57
119 scored across local sample
Goals against
1.07
81 conceded across local sample
Match timeline
Goals, cards, VAR and substitutions appear only when verified Sportmonks event data exists locally.