Predictions / Football / World. Leagues Cup / Monterrey vs Nashville SC

Prediction Audit: Monterrey vs Nashville SC Prediction, Odds & AI Betting Tips

Aug 13, 2026 - 00:00
2 1.29
1 1.31
xG Accuracy: 76%

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

The model had projected Nashville SC at 35.6%, 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 Yes Yes ✔ Correct
  • 1X2 Nashville SC Monterrey ✖ Incorrect
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 2-1 ✔ Correct

Model vs Closing Market

Moderate Disagreement

The closing market prices Nashville SC higher than the statistical model.

Largest probability gap: Nashville SC -6.9 pp

Outcome Model Closing Market Difference Signal
Monterrey 34.7% 32.6% +2.1 pp Aligned
Draw 29.6% 24.8% +4.8 pp Aligned
Nashville SC 35.6% 42.6% -6.9 pp Market Higher

The closing market estimates Nashville SC's win probability at 42.6%, compared with the model's estimate of 35.6%, a difference of 6.9 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 Monterrey win 2–1.

Market Assessment

The market and model broadly agree on Nashville SC. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.

  • Monitor line movement before kickoff — not a betting recommendation.

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 3 goals materialised
  • Both Teams To Score (Yes) matched the full-time result
  • Exact score 2–1 fell within the model's highlighted bins

What failed

  • Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)
  • 1X2: model leaned Nashville SC; match finished Monterrey

Market lesson

The closing market differed from the model on Nashville SC by 6.9 percentage points (42.5% vs model 35.6%) — 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. Aug 12, 2026 · 23:59 UTC Forecast generated
    • Model 1X2 · Monterrey 34.7% · Draw 29.7% · Nashville SC 35.6%
    • xG · Monterrey 1.29 — Nashville SC 1.31
  2. Aug 12, 2026 · 23:29 UTC Opening odds snapshot PRE30
    • 1X2 odds · Monterrey 2.95 · Draw 3.88 · Nashville SC 2.26
    • Implied 1X2 · Monterrey 32.6% · Draw 24.8% · Nashville SC 42.6%
    • Bookmaker · Pinnacle
  3. Aug 12, 2026 · 23:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Monterrey 2.95 · Draw 3.88 · Nashville SC 2.26
    • Implied 1X2 · Monterrey 32.6% · Draw 24.8% · Nashville SC 42.6%
    • Bookmaker · Pinnacle
  4. Aug 13, 2026 · 00:00 UTC Kickoff
  5. FT Full-time result Monterrey 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 76/100 · High
  • Validation: Pass
Evidence ★★★★★
  • No strong statistical edge
  • Direction agrees with model lean
  • Validation passed
Pricing proximity (inverse gap) 65/100
Betting Confidence 79/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 07, 2026 · 01:33 UTC Snapshot ID: dp-3151389

Closing Odds 2.26
AI Fair Odds —
CLV Pending
Final Result Monterrey win · Monterrey 2–1 Nashville SC
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

Below is a compact, numbers-first snapshot aligned with the same engine as the cards above.

  • League: Leagues Cup
  • Fixture: Monterrey vs Nashville SC
  • Kickoff: 2026-08-13 00:00:00
  • 1X2 (model): Home 34.7% · Draw 29.7% · Away 35.6%
  • xG (showing): Monterrey 1.29 — Nashville SC 1.31 (total xG ≈ 2.6)
  • Value headline: None (actionable) — best tracked EV is about +1.5%, still below the +2.0% minimum for a headline / default stake (no default bet).
  • 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 54.5% · No 45.5%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.5% · No 45.5%
  • Correct score (top bin): 1-1 (12.6%)

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.

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

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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