Predictions / Football / Scotland. Premiership / Aberdeen vs Heart Of Midlothian

Prediction Audit: Aberdeen vs Heart Of Midlothian Prediction, Odds & AI Betting Tips

Aug 01, 2026 - 16:30
2 1.04
1 1.22
xG Accuracy: 72%

The model missed the final outcome (Aberdeen win 2–1).

The model had projected Heart Of Midlothian at 38.5%, but the full-time result went the other way.

Tracked markets vs full-time result

Prediction grade F

Each row compares the pre-match model lean to the full-time result.

  • Market Prediction Result Outcome
  • Over / Under 2.5 Under 2.5 Over 2.5 (3 goals) ✖ Incorrect
  • Both Teams To Score BTTS No Yes ✖ Incorrect
  • 1X2 Heart Of Midlothian Aberdeen ✖ Incorrect
  • Correct Score Insights 1-1, 0-1, 1-0, 0-0, 1-2 2-1 ✖ Incorrect

Model vs Closing Market

Broadly Aligned

The model and closing market are broadly aligned.

Largest probability gap: Aberdeen -4.8 pp

Outcome Model Closing Market Difference Signal
Aberdeen 29.6% 34.4% -4.8 pp Aligned
Draw 32.0% 27.4% +4.6 pp Aligned
Heart Of Midlothian 38.5% 38.2% +0.3 pp Aligned

The model and closing market are broadly aligned, with probability differences below 5 percentage points.

Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.

After full time, the result was Aberdeen win 2–1.

Market Assessment

The market and model are broadly aligned. Any small pricing gap likely reflects rounding or bookmaker margin, not a structural disagreement.

  • Current pricing remains close to the model baseline.

Post Match Insights

What failed

  • Both Teams To Score: model leaned BTTS No; match finished BTTS Yes
  • Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)

Market lesson

The full-time result was Aberdeen win 2–1, which did not match the model's pre-match lean on 1X2.

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Prediction Timeline

How this prediction moved from forecast to full-time review.

  1. Aug 01, 2026 · 19:27 UTC Forecast generated
    • Model 1X2 · Aberdeen 29.6% · Draw 31.9% · Heart Of Midlothian 38.5%
    • xG · Aberdeen 1.04 — Heart Of Midlothian 1.22
  2. Aug 01, 2026 · 16:00 UTC Opening odds snapshot PRE30
    • 1X2 odds · Aberdeen 2.97 · Draw 3.59 · Heart Of Midlothian 2.36
    • Implied 1X2 · Aberdeen 32.4% · Draw 26.8% · Heart Of Midlothian 40.8%
    • Bookmaker · Pinnacle
  3. Aug 01, 2026 · 16:29 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Aberdeen 2.80 · Draw 3.52 · Heart Of Midlothian 2.52
    • Implied 1X2 · Aberdeen 34.4% · Draw 27.4% · Heart Of Midlothian 38.2%
    • Bookmaker · Pinnacle
  4. Aug 01, 2026 · 16:30 UTC Kickoff
  5. FT Full-time result Aberdeen win · 2–1
  6. FT Prediction missed 1X2 lean did not match full-time result
  7. Archived Prediction review

Historical Snapshot

Frozen at kickoff — the model output as it stood before the match started.

Historical verdict: Observe
Historical Decision No Primary Bet
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 77/100 · High
  • Validation: Pass
Evidence ★★★★★
  • No strong statistical edge
  • Direction agrees with model lean
  • Validation passed
Market Compatibility 75/100
Betting Confidence 80/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 26, 2026 · 04:57 UTC Snapshot ID: dp-1820864

Closing Odds 2.8
AI Fair Odds —
CLV Pending
Final Result Aberdeen win · Aberdeen 2–1 Heart Of Midlothian
Prediction ✖ Missed
Decision Grade F

Model Performance

This prediction contributes to:

  • Primary Bets ROI (180d): -100.0%

Review FAQ

How accurate was the prediction?
This page grades directional markets (1X2, Over/Under 2.5, BTTS) against the full-time result. The prediction grade reflects how many of those tracked markets matched reality.
What does xG Accuracy measure?
xG Accuracy compares the model's pre-match expected-goals profile to the actual scoreline — not whether every market hit. A strong directional review can coexist with a moderate xG accuracy score.
Why wasn't the exact score predicted?
Correct-score outcomes are low-probability tails even when the model reads the match profile well. We highlight top score bins for context; missing the exact line does not invalidate a directional review.
Does this improve the AI record?
Each finished match is logged in our validation pipeline. Aggregated hit rates and CLV studies are published separately — this page is the per-match audit trail.

Predictions are for informational purposes only. Always gamble responsibly and within your limits. Past performance does not guarantee future results.

AI match briefing

AI Match Summary

Pre-match snapshot for this fixture.

  • League: Premiership
  • Fixture: Aberdeen vs Heart Of Midlothian
  • Kickoff: 2026-08-01 16:30:00
  • 1X2 (model): Home 33.0% · Draw 33.0% · Away 33.0%
  • xG (showing): Aberdeen 1.04 — Heart Of Midlothian 1.22 (total xG ≈ 2.26)
  • Value headline: None — no positive EV could be estimated on tracked lines at current best prices (missing odds or thin book depth).
  • Structural leans (not bets): See the Over/Under and BTTS cards for any directional lean text.
  • BTTS (model): Yes N/A · No N/A
  • Correct score (top bin): N/A

When book depth is thin or odds are missing, EV may be unavailable even though the model still prefers one side on totals or BTTS — wait for cleaner prices or skip.

If lines move materially, re-run generation or refresh — implied probabilities and any future EV readouts will change first.

Historical Recommendation

Historical Decision: No Primary Bet

Outcome: Missed — Pre-match 1X2 lean did not match the full-time result.

Risk Factors Considered Before Kickoff

  • Price movement: implied probabilities and EV move with odds.
  • Sample / data gaps: low-information leagues widen forecast bands.
  • In-play state: goals and red cards are not modelled here.
  • Scoreline variance: the most likely scoreline is still usually a low absolute probability outcome (often well below 20%).

Last Updated

September 30, 2026 (UTC)

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Premiership Premiership — Standings
# TEAM MP W D L PTS
1 Celtic 7 6 0 1 18
2 Rangers 7 5 1 1 16
3 Heart Of Midlothian 7 4 1 2 13
4 Dundee 7 3 1 3 10
5 ST Mirren 7 3 1 3 10
6 ST Johnstone 7 2 2 3 8
7 Aberdeen 7 2 2 3 8
8 Dundee Utd 7 2 2 3 8
9 Motherwell 7 2 2 3 8
10 Hibernian 7 2 1 4 7
11 Falkirk 7 1 3 3 6
12 Kilmarnock 7 1 2 4 5
# TEAM MP GS GC +/- PTS
1 Celtic 7 14 4 +10 18
2 Heart Of Midlothian 7 14 8 +6 13
3 Dundee 7 9 7 +2 10
4 ST Johnstone 7 9 10 -1 8
5 Dundee Utd 7 9 11 -2 8
6 Motherwell 7 9 11 -2 8
7 Rangers 7 8 4 +4 16
8 ST Mirren 7 8 9 -1 10
9 Hibernian 7 8 11 -3 7
10 Aberdeen 7 7 8 -1 8
11 Falkirk 7 6 9 -3 6
12 Kilmarnock 7 6 15 -9 5
# TEAM MP xG xGC +/- PTS
1 Celtic 7 11.1 1.9 +9.2 18
2 Heart Of Midlothian 7 7.1 4.5 +2.6 13
3 Motherwell 7 7.2 4.8 +2.4 8
4 ST Mirren 7 6.2 4.7 +1.5 10
5 Rangers 7 5.3 3.8 +1.5 16
6 ST Johnstone 7 6.7 5.6 +1.1 8
7 Hibernian 7 7.8 7.3 +0.5 7
8 Dundee Utd 7 6.9 8.3 -1.4 8
9 Aberdeen 7 3.4 5.4 -2.0 8
10 Dundee 7 5.6 8.7 -3.1 10
11 Falkirk 7 1.7 5.3 -3.6 6
12 Kilmarnock 7 3.1 11.9 -8.8 5