Predictions / Football / Mexico. Liga MX U21 / Queretaro U21 vs Toluca U21

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

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Queretaro U21
Aug 21, 2026 - 15:00
0 1.26
2 1.34
xG Accuracy: 59%
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Toluca U21

AI correctly predicted the Toluca U21 win.

The match finished 0–2, 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 Under 2.5 (2 goals) ✔ Correct
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 Toluca U21 Toluca U21 ✔ Correct
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 0-2 ✖ Incorrect

Post Match Insights

What worked

  • Under 2.5 goals aligned with the xG profile

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
  • Exact score: outside the model's top score bins

Market lesson

The model's directional lean matched the full-time result (Toluca U21 win 0–2).

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Prediction Timeline

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

  1. Aug 21, 2026 · 15:01 UTC Forecast generated
    • xG · Queretaro U21 1.26 — Toluca U21 1.34
  2. Aug 21, 2026 · 15:00 UTC Kickoff
  3. FT Full-time result Toluca U21 win · 0–2
  4. FT Prediction validated Directional lean matched full-time result
  5. 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 Validated
Pre-match metrics (historical context)
Prediction Reliability 57/100 · Moderate
  • Validation: Pending
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation pending
Market Compatibility 100/100
Betting Confidence 59/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 16, 2026 · 02:28 UTC Snapshot ID: dp-4233784

Closing Odds Pending
AI Fair Odds —
CLV Pending
Final Result Toluca U21 win · Queretaro U21 0–2 Toluca 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

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

  • League: Liga MX U21
  • Fixture: Queretaro U21 vs Toluca U21
  • Kickoff: 2026-08-21 15:00:00
  • 1X2 (model): Home 33.4% · Draw 29.6% · Away 37.0%
  • xG (showing): Queretaro U21 1.26 — Toluca U21 1.34 (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 (12.5%)

Saying “no value” on a snapshot is a feature, not a bug: it protects readers from forcing a play when the edge is not there.

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

Historical Recommendation

Historical Decision: No Primary Bet

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

October 10, 2026 (UTC)

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Liga MX U21 Liga MX U21 — Standings
# TEAM MP W D L PTS
1 Toluca U21 10 9 1 0 28
2 Club Leon U21 10 9 0 1 27
3 Club Tijuana U21 10 6 1 3 19
4 Guadalajara Chivas U21 10 6 0 4 18
5 Cruz Azul U21 10 5 1 4 16
6 Puebla U21 10 5 1 4 16
7 Club America U21 10 5 0 5 15
8 Atl. San Luis U21 10 5 0 5 15
9 Necaxa U21 10 5 0 5 15
10 Monterrey U21 9 4 1 4 13
11 Juarez U21 10 4 1 5 13
12 Santos Laguna U21 10 4 1 5 13
13 Atlante U21 10 4 0 6 12
14 Atlas U21 10 3 1 6 10
15 UNAM Pumas U21 10 3 1 6 10
16 Pachuca U21 10 3 0 7 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 10 19 7 +12 28
2 Club Leon U21 10 19 9 +10 27
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 Atl. San Luis U21 10 17 19 -2 15
7 Guadalajara Chivas U21 10 16 14 +2 18
8 Club America U21 10 14 14 0 15
9 Atlante U21 10 14 20 -6 12
10 Atlas U21 10 13 12 +1 10
11 Puebla U21 10 11 8 +3 16
12 Necaxa U21 10 11 15 -4 15
13 UNAM Pumas U21 10 10 13 -3 10
14 Pachuca U21 10 10 15 -5 9
15 Queretaro U21 9 10 16 -6 6
16 Juarez U21 10 9 11 -2 13
17 Santos Laguna U21 10 9 12 -3 13
18 Tigres UANL U21 10 9 19 -10 7
Liga MX U21 Mexico. Liga MX U21 Predictions