Prediction Audit: Municipal vs CD Motagua Prediction, Odds & AI Betting Tips

Aug 26, 2026 - 02:30
1 1.31
1 1.29
xG Accuracy: 85%

The model missed the final outcome (Draw 1–1).

The model had projected Municipal at 35.6%, 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 (2 goals) ✔ Correct
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Municipal Draw ✖ Incorrect
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 1-1 ✔ Correct

Model vs Closing Market

Moderate Disagreement

The model rates CD Motagua considerably stronger than the closing betting market.

Largest probability gap: CD Motagua +5.4 pp

Outcome Model Closing Market Difference Signal
Municipal 35.6% 40.0% -4.4 pp Aligned
Draw 29.6% 30.7% -1.0 pp Aligned
CD Motagua 34.7% 29.3% +5.4 pp Model Higher

The statistical model estimates CD Motagua's win probability at 34.7%, compared with the closing market's implied probability of 29.3%, a difference of 5.4 percentage points. This highlights a substantial disagreement between the model's assessment and the market consensus, rather than 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 1–1.

Market Assessment

The fair estimate shows a modest edge over current market pricing on CD Motagua.

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

Post Match Insights

What worked

  • Both Teams To Score (Yes) matched the full-time result
  • Under 2.5 goals aligned with the xG profile
  • Exact score 1–1 fell within the model's highlighted bins

What failed

  • 1X2: model leaned Municipal; match finished Draw

Market lesson

The closing market differed from the model on Municipal by 5.4 percentage points (30.2% 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 26, 2026 · 02:29 UTC Forecast generated
    • Model 1X2 · Municipal 35.6% · Draw 29.7% · CD Motagua 34.7%
    • xG · Municipal 1.31 — CD Motagua 1.29
  2. Aug 26, 2026 · 01:59 UTC Opening odds snapshot PRE30
    • 1X2 odds · Municipal 2.26 · Draw 2.95 · CD Motagua 3.09
    • Implied 1X2 · Municipal 40.0% · Draw 30.7% · CD Motagua 29.3%
    • Bookmaker · Pinnacle
  3. Aug 26, 2026 · 02:29 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Municipal 2.26 · Draw 2.95 · CD Motagua 3.09
    • Implied 1X2 · Municipal 40.0% · Draw 30.7% · CD Motagua 29.3%
    • Bookmaker · Pinnacle
  4. Aug 26, 2026 · 02:30 UTC Kickoff
  5. FT Full-time result Draw · 1–1
  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
Market Compatibility 72/100
Betting Confidence 79/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 20, 2026 · 01:47 UTC Snapshot ID: dp-4671961

Closing Odds 3.09
AI Fair Odds —
CLV Pending
Final Result Draw · Municipal 1–1 CD Motagua
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

Pre-match snapshot for this fixture.

  • League: CONCACAF Central American Cup
  • Fixture: Municipal vs CD Motagua
  • Kickoff: 2026-08-26 02:30:00
  • 1X2 (model): Home 35.6% · Draw 29.7% · Away 34.7%
  • xG (showing): Municipal 1.31 — CD Motagua 1.29 (total xG ≈ 2.6)
  • 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 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 30, 2026 (UTC)

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