Football AI Beta - Research Preview - Statistical analyses are continuously improving.

Scottish Premiership - 2024/2025

Historical record
Hearts crest

Hearts

Kickoff

2024-12-01 15:00:00

VS

1 - 1

Aberdeen crest

Aberdeen

Fixture: HistoricalLifecycle: historicalData: historical dataset

Intelligence overview

No clear favourite

Highest 1X2 estimate 56%. Confidence is low, so the UI avoids a strong recommendation.

Expected goals

Hearts: 1.3
Aberdeen: 1.7

Home xG / Away xG

Model

analysis-v1

sportmonks-football-501-23690-v1

Publication

historical

Public view hides drafts

42%

Confidence

Low confidence

Cautious estimate

AI MATCH ANALYSIS

Generated from verified statistical data

Detailed AI analysis is being prepared

Private AI draft text is hidden until numerical prediction approval, AI validation and manual AI review are complete.

Post-match review

Prediction result

The published prediction has been compared with the verified final result.

Final result

1 - 1

Hearts vs Aberdeen

1X2 status

Not correct

Away win

Strongest market

Correct

Over 1.5 goals

Match preview

Hearts vs Aberdeen prediction preview

A crawlable match article generated from the same local statistics used by the public prediction view.

Hearts vs Aberdeen is a Scottish Premiership fixture scheduled for 1 December 2024 at 15:00. This preview looks at the match through a statistical lens: team form, goal profile, home and away context, expected goals, 1X2 probabilities and market-style indicators such as over 1.5 goals, over 2.5 goals and both teams to score. The page is written for football research and match preparation, not as betting advice.

The current model view describes this game as no clear favourite. The 1X2 board gives Hearts a 20% home-win probability, the draw a 24% probability and Aberdeen a 56% away-win probability. The leading model outcome is Aberdeen win. The leading 1X2 outcome is ahead by 32 percentage points, which gives the preview a clearer direction while still leaving room for match volatility. Those numbers are useful for comparing the balance of the fixture, but they should not be read as certainty. Football matches can change quickly because of team selection, injuries, red cards, weather, fixture congestion and tactical choices that are not always available in the local dataset before kick-off.

Hearts form and statistical profile

Hearts comes into this analysis with 39 wins, 15 draws and 22 defeats across the available sample. That works out at 1.74 points per game, with 1.57 goals scored per match and 1.07 goals conceded per match. Hearts's recent local form string is W-W-D-W-L. For this fixture, Analysis Engine V1 estimates 1.3 expected goals for Hearts. If the home side is to justify the model's view, its attacking output needs to be strong enough to convert territory and shot volume into clear chances rather than low-value pressure.

Aberdeen form and statistical profile

Aberdeen is measured with 26 wins, 15 draws and 35 defeats in the same local analysis layer. The away profile shows 1.22 points per game, 1.16 goals scored per match and 1.53 goals conceded per match. Aberdeen's recent local form string is W-D-W-L-L. The model assigns 1.7 expected goals to Aberdeen. That figure matters because a modest away xG can still be enough to change the match if the home probability edge is narrow or the draw probability is elevated.

Goals, BTTS and over/under angle

The expected-goals total for Hearts vs Aberdeen is 3. The over 1.5 goals probability is 87%, the over 2.5 goals probability is 55% and both teams to score is rated at 74%. The goal model leans toward an open match, so attacking efficiency and transition defence may be more important than simple possession share. This means the goals profile should be read separately from the winner market: a match can carry a reasonable goals signal without producing a clear favourite, and a strong 1X2 lean does not automatically make every goals market attractive.

What could decide this match?

The key swing factor is whether the statistical edge turns into match control. If Hearts can keep the game in the zones that support its expected-goals figure, the home probability becomes more meaningful. If Aberdeen disrupts rhythm early or keeps the score level deep into the match, the draw probability becomes more relevant. That is why this preview separates the winner market from the goal markets and keeps the final language cautious.

Prediction summary and risk notes

The strongest model indicator for this fixture is Over 1.5 Goals, with a confidence score of 42 out of 100 and a confidence label of low. The confidence score of 42 puts this in a cautious middle zone: useful for comparison, but not strong enough for aggressive language. The analysis is based on 76 matches for Hearts and 76 matches for Aberdeen, source dataset sportmonks-football-501-23690-v1, and model version analysis-v1. The most important caution is that this project still treats Analysis Engine V1 as a research baseline. Draw handling and confidence calibration are known limitations, so the best use of this page is to understand the statistical shape of the match rather than to expect a guaranteed result.

Match FAQ

Hearts vs Aberdeen FAQ

Short answers for readers and search engines, based on the same published model values shown on this page.

Who is favourite in Hearts vs Aberdeen?

Aberdeen win is the leading 1X2 outcome in the current model view. The probabilities are 20% for Hearts, 24% for the draw and 56% for Aberdeen.

What is the expected goals view for Hearts vs Aberdeen?

The model estimates 1.3 expected goals for Hearts and 1.7 for Aberdeen, giving a total expected-goals figure of 3.

What are the BTTS and over 2.5 goals probabilities?

Both teams to score is rated at 74%. Over 2.5 goals is rated at 55%, while over 1.5 goals is rated at 87%.

Is this match preview betting advice?

No. Football AI publishes statistical estimates and responsible match research only. The site does not provide bookmaker odds, staking advice, guaranteed outcomes or betting services.

What data is used for this prediction?

This page uses local fixture data, team summaries where available, source dataset sportmonks-football-501-23690-v1, model version analysis-v1 and manually gated public analysis rules.

Probability board

Exact model percentages, never bookmaker odds.

Home20%

Model-estimated probability, not odds.

Draw24%

Model-estimated probability, not odds.

Away56%

Model-estimated probability, not odds.

Over 1.587%

Model-estimated probability, not odds.

Over 2.555%

Model-estimated probability, not odds.

BTTS74%

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.

Evidence engine

Reasons are grouped for readability using available local data context.

Form

The model favours away win from pre-match team context.

Source context: 2024/2025 / local dataset

Attack

Over 1.5 goals is the strongest supported indicator.

Source context: 2024/2025 / local dataset

Defence

Confidence is labelled low, so this estimate should be treated cautiously.

Source context: 2024/2025 / local dataset

Home/Away

The model favours away win from pre-match team context.

Source context: 2024/2025 / local dataset

League context

Over 1.5 goals is the strongest supported indicator.

Source context: 2024/2025 / local dataset

Schedule/rest

Confidence is labelled low, so this estimate should be treated cautiously.

Source context: 2024/2025 / local dataset

Market intelligence

Goals, corners and discipline signals

A separate explanation layer for match markets. These signals do not change Analysis Engine V1 and are not bookmaker odds.

Goals outlook

Active

V1 expects 3 total goals. Local team samples average 2.66 total goals in matches involving these sides.

Over 1.587%
Over 2.555%
BTTS74%

1X2 balance

Active

The winner market remains separated from goals markets, so a high goal signal does not automatically mean a strong home or away call.

Home20%
Draw24%
Away56%

Corners outlook

Imported

Imported historical sample suggests 10 combined team corners per match across the current market dataset.

Hearts72%

6 avg corners

Aberdeen48%

4 avg corners

Sample60%

6 matches max

Cards and possession

Imported

Imported discipline sample rates this matchup around 3 weighted cards. Possession averages are shown when available.

Cards risk60%

Medium/Low risk labels

Hearts53%

Avg possession

Aberdeen50%

Avg possession

Current season context

Team Season Statistics

Sportmonks current-season team statistics are shown separately from the historical team baseline, so visitors can see what is live-season context and what is older backtest evidence.

League window

2026-07-31 to 2026-09-02

Scottish Premiership NaN

Imported fixtures

25

25 scheduled fixtures

Completed fixtures

0

Season has not produced completed rows yet.

Teams tracked

12

Teams found in current Sportmonks fixture window.

Home current-season team

Hearts

Season pending

Played

0

No completed current-season fixtures yet.

Scheduled

4

Upcoming fixtures imported from Sportmonks.

Record

0W 0D 0L

Current-season record only.

Win share0%
Draw share0%
Loss share0%

This row is waiting for completed current-season match data. It is not treated as form evidence yet.

Away current-season team

Aberdeen

Season pending

Played

0

No completed current-season fixtures yet.

Scheduled

4

Upcoming fixtures imported from Sportmonks.

Record

0W 0D 0L

Current-season record only.

Win share0%
Draw share0%
Loss share0%

This row is waiting for completed current-season match data. It is not treated as form evidence yet.

Risk review

Risk and uncertainty signals

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.

Model draw probability24%

V1 draw estimate shown for transparency.

Confidence caution

Cautious

Low-confidence analysis should avoid strong wording.

Confidence42%

Manual publication remains required.

Historical sample context

152 matches

Current-season form will appear separately after Sportmonks current-season imports are expanded.

Historical team baseline

Longer-term profile from completed local datasets: 2024/2025, 2025/2026. Current-season signals appear separately when Sportmonks match data is available.

HeartsMetricAberdeen
1.74
Overall PPG
1.22
1.57
Goals for
1.16
1.07
Goals against
1.53
76
Sample
76

Hearts form

WWDWL

PPG 1.74 - GF 119 - GA 81

Aberdeen form

WDWLL

PPG 1.22 - GF 88 - GA 116

Hearts win rate51%
Aberdeen win rate34%
Draw share sample20%

Home team signal

Hearts

WWDWL

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

Win share51%
Draw share20%
Loss share29%

Away team signal

Aberdeen

WDWLL

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

Win share34%
Draw share20%
Loss share46%

Match timeline

Key match events

Goals, cards, VAR and substitutions appear only when verified Sportmonks event data exists locally.

Related intelligence

Other Scottish Premiership fixtures from the local lifecycle.

  • 1Dundee United vs Rangers2026-07-31 19:00:00Scottish Premiership
  • 2Falkirk vs St. Mirren2026-08-01 14:00:00Scottish Premiership
  • 3Aberdeen vs Hearts2026-08-01 16:30:00Scottish Premiership
  • 4St. Johnstone vs Kilmarnock2026-08-02 13:00:00Scottish Premiership