Prediction Audit: Beroe vs Montana Prediction, Odds & AI Betting Tips

Sep 03, 2026 - 17:00
0 1.09
0 1.02
xG Accuracy: 56%

The model missed the final outcome (Draw 0–0).

The model had projected Beroe at 35.1%, but the full-time result went the other way.

Tracked markets vs full-time result

Prediction grade C

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 (0 goals) ✔ Correct
  • Both Teams To Score BTTS No No ✔ Correct
  • 1X2 Beroe Draw ✖ Incorrect
  • Correct Score Insights 1-1, 1-0, 0-1, 0-0, 2-1 0-0 ✔ Correct

Model vs Closing Market

Broadly Aligned

The model and closing market are broadly aligned.

Largest probability gap: Draw +3.8 pp

Outcome Model Closing Market Difference Signal
Beroe 35.1% 37.9% -2.8 pp Aligned
Draw 33.4% 29.6% +3.8 pp Aligned
Montana 31.5% 32.5% -1.0 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 Draw 0–0.

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 worked

  • Low-scoring profile materialised (ΣxG 2.11, 0 goals)
  • Both Teams To Score (No) matched the full-time result
  • Under 2.5 goals aligned with the xG profile

What failed

  • 1X2: model leaned Beroe; match finished Draw

Market lesson

The full-time result was Draw 0–0, 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. Sep 03, 2026 · 16:59 UTC Forecast generated
    • Model 1X2 · Beroe 35.1% · Draw 33.3% · Montana 31.6%
    • xG · Beroe 1.09 — Montana 1.02
  2. Sep 03, 2026 · 16:29 UTC Opening odds snapshot PRE30
    • 1X2 odds · Beroe 2.33 · Draw 2.99 · Montana 2.72
    • Implied 1X2 · Beroe 37.9% · Draw 29.6% · Montana 32.5%
    • Bookmaker · Pinnacle
  3. Sep 03, 2026 · 16:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Beroe 2.33 · Draw 2.99 · Montana 2.72
    • Implied 1X2 · Beroe 37.9% · Draw 29.6% · Montana 32.5%
    • Bookmaker · Pinnacle
  4. Sep 03, 2026 · 17:00 UTC Kickoff
  5. FT Full-time result Draw · 0–0
  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 81/100
Betting Confidence 80/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 28, 2026 · 01:52 UTC Snapshot ID: dp-5734397

Closing Odds 2.99
AI Fair Odds —
CLV Pending
Final Result Draw · Beroe 0–0 Montana
Prediction ✖ Missed
Decision Grade C

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

Quick read on how the model reads this matchup.

  • League: Second League
  • Fixture: Beroe vs Montana
  • Kickoff: 2026-09-03 17:00:00
  • 1X2 (model): Home 35.1% · Draw 33.3% · Away 31.6%
  • xG (showing): Beroe 1.09 — Montana 1.02 (total xG ≈ 2.11)
  • Value headline: None — no positive EV on tracked lines at current best prices (same as the decision block: no default bet).
  • Structural leans (not bets): Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 64.7% · Over 2.5 35.3%); BTTS No (Yes 44.2% · No 55.8%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS No
  • BTTS (model): Yes 44.2% · No 55.8%
  • Correct score (top bin): 1-1 (13.5%)

Saying “no value” on a snapshot is a feature, not a bug: it protects readers from forcing a play when the edge is not there.

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 29, 2026 (UTC)

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Back to Predictions
Second League Second League — Standings
# TEAM MP W D L PTS
1 Vihren 11 7 3 1 24
2 CSKA Sofia II 11 7 2 2 23
3 Fratria 11 6 4 1 22
4 Chernomorets 1919 Burgas 11 6 3 2 21
5 Beroe 11 5 3 3 18
6 Rilski Sportist 11 5 3 3 18
7 Nesebar 11 5 2 4 17
8 Lokomotiv G. Oryahovitsa 11 4 4 3 16
9 Yantra 2019 11 5 1 5 16
10 Hebar 1918 11 4 2 5 14
11 Etar Veliko Tarnovo 10 4 2 4 14
12 Marek 11 4 2 5 14
13 Spartak Pleven 11 4 1 6 13
14 Ludogorets II 10 3 3 4 12
15 Montana 11 3 2 6 11
16 Sportist Svoge 11 2 4 5 10
17 Dobrudzha 11 2 3 6 9
18 Pirin Blagoevgrad 11 0 0 11 0
# TEAM MP GS GC +/- PTS
1 Vihren 11 25 11 +14 24
2 Hebar 1918 11 24 19 +5 14
3 CSKA Sofia II 11 23 9 +14 23
4 Nesebar 11 20 17 +3 17
5 Chernomorets 1919 Burgas 11 18 8 +10 21
6 Fratria 11 17 8 +9 22
7 Etar Veliko Tarnovo 10 17 19 -2 14
8 Beroe 11 16 12 +4 18
9 Rilski Sportist 11 14 10 +4 18
10 Montana 11 13 23 -10 11
11 Yantra 2019 11 12 11 +1 16
12 Dobrudzha 11 12 18 -6 9
13 Marek 11 11 12 -1 14
14 Spartak Pleven 11 11 22 -11 13
15 Lokomotiv G. Oryahovitsa 11 9 10 -1 16
16 Ludogorets II 10 9 10 -1 12
17 Sportist Svoge 11 7 10 -3 10
18 Pirin Blagoevgrad 11 4 33 -29 0