Predictions / Football / Mexico. Liga MX U21 / UNAM Pumas U21 vs Queretaro U21

Prediction Audit: UNAM Pumas U21 vs Queretaro U21 Prediction, Odds & AI Betting Tips

Aug 16, 2026 - 15:00
2 1.38
1 1.22
xG Accuracy: 79%

AI correctly predicted the UNAM Pumas U21 win.

The match finished 2–1, 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 Over 2.5 (3 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 UNAM Pumas U21 UNAM Pumas U21 ✔ Correct
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 2-1 ✔ Correct

Model vs Closing Market

Strong Disagreement

The closing market prices UNAM Pumas U21 higher than the statistical model.

Largest probability gap: UNAM Pumas U21 -10.1 pp

Outcome Model Closing Market Difference Signal
UNAM Pumas U21 39.0% 49.1% -10.1 pp Market Higher
Draw 29.5% 26.5% +3.0 pp Aligned
Queretaro U21 31.5% 24.4% +7.1 pp Model Higher

The closing market estimates UNAM Pumas U21's win probability at 49.1%, compared with the model's estimate of 39.0%, a difference of 10.1 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: PRE5.

After full time, the model's directional lean matched the result (UNAM Pumas U21 win 2–1).

Market Assessment

The market is materially more optimistic about UNAM Pumas U21 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 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)

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced UNAM Pumas U21 higher (49.1% vs model 39.0%, 10.1 pp), but the model's lean was validated (UNAM Pumas U21 win 2–1).

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Prediction Timeline

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

  1. Aug 16, 2026 · 14:58 UTC Forecast generated
    • Model 1X2 · UNAM Pumas U21 39.0% · Draw 29.5% · Queretaro U21 31.5%
    • xG · UNAM Pumas U21 1.38 — Queretaro U21 1.22
  2. Aug 16, 2026 · 14:34 UTC Opening odds snapshot PRE30
    • 1X2 odds · UNAM Pumas U21 1.81 · Draw 3.35 · Queretaro U21 3.64
    • Implied 1X2 · UNAM Pumas U21 49.1% · Draw 26.5% · Queretaro U21 24.4%
    • Bookmaker · Pinnacle
  3. Aug 16, 2026 · 14:58 UTC Closing snapshot recorded PRE5
    • 1X2 odds · UNAM Pumas U21 1.81 · Draw 3.35 · Queretaro U21 3.64
    • Implied 1X2 · UNAM Pumas U21 49.1% · Draw 26.5% · Queretaro U21 24.4%
    • Bookmaker · Pinnacle
  4. Aug 16, 2026 · 15:00 UTC Kickoff
  5. FT Full-time result UNAM Pumas U21 win · 2–1
  6. FT Prediction validated Directional lean matched 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 Validated
Pre-match metrics (historical context)
Prediction Reliability 58/100 · Moderate
  • Validation: Warning
  • Large market gap (10 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 49/100
Betting Confidence 46/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 11, 2026 · 01:36 UTC Snapshot ID: dp-3609848

Closing Odds 1.81
AI Fair Odds —
CLV Pending
Final Result UNAM Pumas U21 win · UNAM Pumas U21 2–1 Queretaro U21
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: Liga MX U21
  • Fixture: UNAM Pumas U21 vs Queretaro U21
  • Kickoff: 2026-08-16 15:00:00
  • 1X2 (model): Home 39.0% · Draw 29.5% · Away 31.5%
  • xG (showing): UNAM Pumas U21 1.38 — Queretaro U21 1.22 (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 54.4% · No 45.6%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.4% · No 45.6%
  • Correct score (top bin): 1-1 (12.5%)

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.

Most likely correct score stays a low-probability tail: use it for context, not as a must-bet story.

Historical Recommendation

Historical Decision: Monitor

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

September 29, 2026 (UTC)

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Liga MX U21 Liga MX U21 — Standings
# TEAM MP W D L PTS
1 Toluca U21 9 8 1 0 25
2 Club Leon U21 9 8 0 1 24
3 Club Tijuana U21 10 6 1 3 19
4 Puebla U21 9 5 1 3 16
5 Cruz Azul U21 10 5 1 4 16
6 Guadalajara Chivas U21 9 5 0 4 15
7 Club America U21 9 5 0 4 15
8 Monterrey U21 9 4 1 4 13
9 Juarez U21 8 4 1 3 13
10 Atl. San Luis U21 9 4 0 5 12
11 Necaxa U21 9 4 0 5 12
12 Atlante U21 10 4 0 6 12
13 Atlas U21 10 3 1 6 10
14 UNAM Pumas U21 9 3 1 5 10
15 Santos Laguna U21 9 3 1 5 10
16 Pachuca U21 9 3 0 6 9
17 Tigres UANL U21 10 2 1 7 7
18 Queretaro U21 9 2 0 7 6
# TEAM MP GS GC +/- PTS
1 Toluca U21 9 18 7 +11 25
2 Club Leon U21 9 18 9 +9 24
3 Monterrey U21 9 18 13 +5 13
4 Cruz Azul U21 10 18 15 +3 16
5 Club Tijuana U21 10 17 12 +5 19
6 Guadalajara Chivas U21 9 15 14 +1 15
7 Atl. San Luis U21 9 15 18 -3 12
8 Club America U21 9 14 13 +1 15
9 Atlante U21 10 14 20 -6 12
10 Atlas U21 10 13 12 +1 10
11 Puebla U21 9 11 7 +4 16
12 Pachuca U21 9 10 13 -3 9
13 Necaxa U21 9 10 15 -5 12
14 Queretaro U21 9 10 16 -6 6
15 Juarez U21 8 9 9 0 13
16 UNAM Pumas U21 9 9 11 -2 10
17 Tigres UANL U21 10 9 19 -10 7
18 Santos Laguna U21 9 7 12 -5 10