Prediction Audit: Brora Rangers vs Aberdeen Prediction, Odds & AI Betting Tips

Brora Rangers

Jul 14, 2026 - 18:45

0 1.14

2 1.46

xG Accuracy: 63%

Aberdeen

AI correctly predicted the Aberdeen win.

The match finished 0–2, validating the model's directional assessment.

Tracked markets vs full-time result

Prediction grade B-

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

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

Model vs Closing Market

Outcome	Model	Closing Market	Difference	Signal
Brora Rangers	17.2%	4.9%	+12.2 pp	Model Edge
Draw	22.2%	7.0%	+15.3 pp	Model Edge
Aberdeen	60.6%	88.1%	-27.5 pp	Market Higher

The closing market estimates Aberdeen's win probability at 88.1%, compared with the model's estimate of 60.6%, a difference of 27.5 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.

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 model's directional lean matched the result (Aberdeen win 0–2).

Post Match Insights

What worked

Under 2.5 goals aligned with the xG profile
Exact score 0–2 fell within the model's highlighted bins

What failed

Both Teams To Score: model leaned BTTS Yes; match finished BTTS No

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Aberdeen higher (88.1% vs model 60.6%, 27.5 pp), but the model's lean was validated (Aberdeen win 0–2).

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Prediction Timeline

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

Jul 14, 2026 · 19:56 UTC Forecast generated
- Model 1X2 · Brora Rangers 17.2% · Draw 22.2% · Aberdeen 60.6%
- xG · Brora Rangers 1.14 — Aberdeen 1.46
Jul 14, 2026 · 18:14 UTC Opening odds snapshot PRE30
- 1X2 odds · Brora Rangers 18.42 · Draw 13.00 · Aberdeen 1.03
- Implied 1X2 · Brora Rangers 4.9% · Draw 7.0% · Aberdeen 88.1%
- Bookmaker · Pinnacle
Jul 14, 2026 · 18:44 UTC Closing snapshot recorded PRE1
- 1X2 odds · Brora Rangers 18.42 · Draw 13.00 · Aberdeen 1.03
- Implied 1X2 · Brora Rangers 4.9% · Draw 7.0% · Aberdeen 88.1%
- Bookmaker · Pinnacle
Jul 14, 2026 · 18:45 UTC Kickoff
FT Full-time result Aberdeen win · 0–2
FT Prediction validated Directional lean matched full-time result
Archived Prediction review

Historical Snapshot

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

Historical verdict: Cautious / Wait

Historical label: Originally displayed as "Wait for validation".

Historical Decision Wait

Outcome Validated

Pre-match metrics (historical context)

Prediction Reliability 49/100 · Moderate

Validation: Warning
Large market gap (28 pp)

Evidence ★★★★★

Moderate model lean
Market strongly disagrees on price
Validation warning

Pricing proximity (inverse gap) 0/100

Betting Confidence 31/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 16:52 UTC Snapshot ID: dp-1476773

Closing Odds 1.03

AI Fair Odds —

CLV Pending

Final Result Aberdeen win · Brora Rangers 0–2 Aberdeen

Prediction ✔ Correct

Decision Grade B-

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: League Cup
Fixture: Brora Rangers vs Aberdeen
Kickoff: 2026-07-14 18:45:00
1X2 (model): Home 17.2% · Draw 22.2% · Away 60.6%
xG (showing): Brora Rangers 1.14 — Aberdeen 1.46 (total xG ≈ 2.6)
Value headline: At least one tracked line reaches the headline EV threshold — align with the hero / Primary card if shown.
Structural leans (not bets): Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 51.8% · Over 2.5 48.2%); BTTS Yes (Yes 53.8% · No 46.2%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
BTTS (model): Yes 53.8% · No 46.2%
Correct score (top bin): 1-1 (12.4%)

The decision block shows no default Primary: Primary needs consensus EV ≥ +5.0% plus strength/reliability/calibration gates. A separate Lean/tracked gate is +2.0% (selective only). Lean labels are directional only — not bankroll-sized recommendations.

Prefer skipping to over-staking when the engine is honest about missing edge.

Historical Recommendation

Historical Decision: Wait

Outcome: Validated — Pre-match lean validated against 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

October 02, 2026 (UTC)

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