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
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
| 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).
Prediction Timeline
How this prediction moved from forecast to full-time review.
-
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
-
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
-
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
-
Aug 16, 2026 · 15:00 UTC Kickoff
-
FT Full-time result UNAM Pumas U21 win · 2–1
-
FT Prediction validated Directional lean matched full-time result
-
Archived Prediction review
Historical Snapshot
Frozen at kickoff — the model output as it stood before the match started.
Pre-match metrics (historical context)
- Validation: Warning
- Large market gap (10 pp)
- No strong statistical edge
- Market has already priced much of the edge
- Validation warning
Validation Report
Immutable SnapshotModel 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.
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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 |