Prediction Audit: Juventud vs Cerro Prediction, Odds & AI Betting Tips

Sep 27, 2026 - 18:00
0 1.42
0 1.18
xG Accuracy: 49%

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

The model had projected Juventud at 40.9%, 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 Over 2.5 Under 2.5 (0 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 Juventud Draw ✖ Incorrect
  • Correct Score Insights 1-1, 1-0, 2-1, 0-1, 2-0 0-0 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices Juventud higher than the statistical model.

Largest probability gap: Juventud -13.1 pp

Outcome Model Closing Market Difference Signal
Juventud 40.9% 54.0% -13.1 pp Market Higher
Draw 29.4% 26.6% +2.8 pp Aligned
Cerro 29.7% 19.3% +10.4 pp Model Edge

The closing market estimates Juventud's win probability at 54.0%, compared with the model's estimate of 40.9%, a difference of 13.1 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 result was Draw 0–0.

Market Assessment

The market is materially more optimistic about Juventud than the current fair estimate.

  • Investors may be incorporating information not fully reflected in the baseline model.
  • Tournament-specific context can shift market pricing.

Post Match Insights

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
  • Over / Under 2.5: model leaned Over 2.5; match finished Under 2.5 (0 goals)

Market lesson

The closing market differed from the model on Juventud by 13.1 percentage points (54.0% vs model 40.9%) — in this case the market view proved closer.

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Prediction Timeline

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

  1. Sep 27, 2026 · 18:01 UTC Forecast generated
    • Model 1X2 · Juventud 41.0% · Draw 29.4% · Cerro 29.6%
    • xG · Juventud 1.42 — Cerro 1.18
  2. Sep 27, 2026 · 17:31 UTC Opening odds snapshot PRE30
    • 1X2 odds · Juventud 1.76 · Draw 3.57 · Cerro 4.93
    • Implied 1X2 · Juventud 54.0% · Draw 26.6% · Cerro 19.3%
    • Bookmaker · Pinnacle
  3. Sep 27, 2026 · 18:01 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Juventud 1.76 · Draw 3.57 · Cerro 4.93
    • Implied 1X2 · Juventud 54.0% · Draw 26.6% · Cerro 19.3%
    • Bookmaker · Pinnacle
  4. Sep 27, 2026 · 18:00 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: Monitor
Historical Decision Monitor
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 56/100 · Moderate
  • Validation: Warning
  • Large market gap (13 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 34/100
Betting Confidence 44/100

Validation Report

Immutable Snapshot

Prediction Time: Sep 23, 2026 · 00:54 UTC Snapshot ID: dp-10412335

Closing Odds 1.76
AI Fair Odds —
CLV Pending
Final Result Draw · Juventud 0–0 Cerro
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: Primera División - Apertura - Apertura
  • Fixture: Juventud vs Cerro
  • Kickoff: 2026-09-27 18:00:00
  • 1X2 (model): Home 41.0% · Draw 29.4% · Away 29.6%
  • xG (showing): Juventud 1.42 — Cerro 1.18 (total xG ≈ 2.6)
  • Best +EV line (same label as hero card when Primary thresholds are not met): BTTS Yes
  • Model: 54.1% · Implied: 45.4% · Probability edge: +8.7 pts · Est. EV: +13.6%
  • BTTS (model): Yes 54.1% · No 45.9%
  • Correct score (top bin): 1-1 (12.4%)

Where EV is shown, it is estimated return per unit stake at the best tracked decimal price — not the same thing as a raw probability gap.

1X2 can look balanced even when side markets show clearer structure.

Historical Recommendation

Historical Decision: Monitor

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 28, 2026 (UTC)

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Primera División - Apertura Primera División - Apertura — Standings
# TEAM MP W D L PTS
1 Penarol 29 18 5 6 58
2 Deportivo Maldonado 30 16 7 7 55
3 Atletico Torque 29 16 5 8 53
4 Racing Montevideo 30 14 11 5 53
5 Club Nacional 30 15 4 11 49
6 Liverpool Montevideo 30 12 10 8 46
7 Wanderers 29 12 8 9 44
8 Central Espanol 30 10 8 12 38
9 Juventud 30 9 9 12 36
10 Albion FC 29 9 7 13 34
11 Cerro Largo 30 8 9 13 33
12 Cerro 30 9 6 15 33
13 Defensor Sporting 29 7 11 11 32
14 Boston River 30 8 6 16 30
15 Progreso 30 8 4 18 28
16 Danubio 29 4 14 11 26
# TEAM MP GS GC +/- PTS
1 Atletico Torque 29 51 34 +17 53
2 Penarol 29 48 24 +24 58
3 Deportivo Maldonado 30 46 27 +19 55
4 Club Nacional 30 45 38 +7 49
5 Liverpool Montevideo 30 39 28 +11 46
6 Albion FC 29 37 38 -1 34
7 Racing Montevideo 30 36 24 +12 53
8 Wanderers 29 36 35 +1 44
9 Juventud 30 35 39 -4 36
10 Central Espanol 30 32 39 -7 38
11 Boston River 30 29 42 -13 30
12 Cerro Largo 30 28 34 -6 33
13 Defensor Sporting 29 25 33 -8 32
14 Progreso 30 25 43 -18 28
15 Danubio 29 24 38 -14 26
16 Cerro 30 23 43 -20 33