Predictions / Football / Mexico. Liga MX / Toluca vs U.N.A.M. - Pumas

Prediction Audit: Toluca vs U.N.A.M. - Pumas Prediction, Odds & AI Betting Tips

Jul 22, 2026 - 03:05
1 2.09
2 1.42
xG Accuracy: 63%

The model missed the final outcome (U.N.A.M. - Pumas win 1–2).

The model had projected Toluca at 51.8%, 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 Over 2.5 Over 2.5 (3 goals) ✔ Correct
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Toluca U.N.A.M. - Pumas ✖ Incorrect
  • Correct Score Insights 2-1, 1-1, 2-2, 2-0, 3-1 1-2 ✖ Incorrect

Model vs Closing Market

Moderate Disagreement

The closing market prices Toluca higher than the statistical model.

Largest probability gap: Toluca -8.0 pp

Outcome Model Closing Market Difference Signal
Toluca 51.8% 59.8% -8.0 pp Market Higher
Draw 23.4% 22.2% +1.1 pp Aligned
U.N.A.M. - Pumas 24.8% 17.9% +6.9 pp Model Higher

The closing market estimates Toluca's win probability at 59.8%, compared with the model's estimate of 51.8%, a difference of 8.0 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 U.N.A.M. - Pumas win 1–2.

Market Assessment

The market and model broadly agree on Toluca. 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 3.51) — 3 goals materialised
  • Both Teams To Score (Yes) matched the full-time result
  • Over 2.5 goals aligned with the xG profile

What failed

  • 1X2: model leaned Toluca; match finished U.N.A.M. - Pumas
  • Exact score: outside the model's top score bins

Market lesson

The closing market differed from the model on Toluca by 8.0 percentage points (59.8% vs model 51.8%) — 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. Jul 22, 2026 · 03:04 UTC Forecast generated
    • Model 1X2 · Toluca 51.8% · Draw 23.4% · U.N.A.M. - Pumas 24.8%
    • xG · Toluca 2.09 — U.N.A.M. - Pumas 1.42
  2. Jul 22, 2026 · 02:34 UTC Opening odds snapshot PRE30
    • 1X2 odds · Toluca 1.61 · Draw 4.33 · U.N.A.M. - Pumas 5.37
    • Implied 1X2 · Toluca 59.8% · Draw 22.2% · U.N.A.M. - Pumas 17.9%
    • Bookmaker · Pinnacle
  3. Jul 22, 2026 · 03:04 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Toluca 1.61 · Draw 4.33 · U.N.A.M. - Pumas 5.37
    • Implied 1X2 · Toluca 59.8% · Draw 22.2% · U.N.A.M. - Pumas 17.9%
    • Bookmaker · Pinnacle
  4. Jul 22, 2026 · 03:05 UTC Kickoff
  5. FT Full-time result U.N.A.M. - Pumas win · 1–2
  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 69/100 · Moderate
  • Validation: Pass
  • High xG deviation from league baseline (55%+)
Evidence ★★★★★
  • Moderate model lean
  • Direction agrees with model lean
  • Validation passed
Pricing proximity (inverse gap) 60/100
Betting Confidence 72/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 24, 2026 · 13:54 UTC Snapshot ID: dp-1602405

Closing Odds 1.61
AI Fair Odds —
CLV Pending
Final Result U.N.A.M. - Pumas win · Toluca 1–2 U.N.A.M. - Pumas
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

Quick read on how the model reads this matchup.

  • League: Liga MX
  • Fixture: Toluca vs Pumas UNAM
  • Kickoff: 2026-07-22 03:05:00
  • 1X2 (model): Home 51.8% · Draw 23.4% · Away 24.8%
  • xG (showing): Toluca 2.09 — Pumas UNAM 1.42 (total xG ≈ 3.51)
  • Value headline: At least one tracked line reaches the headline EV threshold — align with the hero / Primary card if shown.
  • Structural leans (not bets): Structural lean (model): O/U 2.5 Over 2.5 (Under 2.5 31.9% · Over 2.5 68.1%); BTTS Yes (Yes 67.6% · No 32.4%) Value lean (pricing): O/U 2.5 Over 2.5; BTTS Yes
  • BTTS (model): Yes 67.6% · No 32.4%
  • Correct score (top bin): 2-1 (9.3%)

The decision block shows no default Primary: Primary needs consensus EV ≥ +5.0% plus strength/reliability/calibration gates. A separate Lean/tracked gate is +2.0% (selective only). Lean labels are directional only — not bankroll-sized recommendations.

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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Liga MX Liga MX — Standings
# TEAM MP W D L PTS
1 Toluca 10 6 2 2 20
2 Guadalajara Chivas 10 5 3 2 18
3 Club America 8 5 2 1 17
4 Club Queretaro 9 5 2 2 17
5 Atlas 10 5 2 3 17
6 Cruz Azul 10 5 1 4 16
7 Leon 9 4 2 3 14
8 Club Tijuana 9 4 2 3 14
9 Puebla 10 4 2 4 14
10 Monterrey 9 4 1 4 13
11 Pachuca 10 3 3 4 12
12 U.N.A.M. - Pumas 10 3 3 4 12
13 Atletico San Luis 10 3 3 4 12
14 Atlante FC 10 2 5 3 11
15 Tigres UANL 10 2 4 4 10
16 Santos Laguna 10 3 1 6 10
17 Necaxa 9 2 2 5 8
18 FC Juarez 9 1 0 8 3
# TEAM MP GS GC +/- PTS
1 Toluca 10 23 12 +11 20
2 Cruz Azul 10 19 18 +1 16
3 Club America 8 17 8 +9 17
4 Guadalajara Chivas 10 17 10 +7 18
5 Monterrey 9 16 14 +2 13
6 Atlas 10 16 17 -1 17
7 Pachuca 10 15 11 +4 12
8 Club Tijuana 9 14 13 +1 14
9 U.N.A.M. - Pumas 10 14 16 -2 12
10 Atletico San Luis 10 14 18 -4 12
11 Club Queretaro 9 13 8 +5 17
12 Leon 9 12 10 +2 14
13 Atlante FC 10 12 15 -3 11
14 Puebla 10 11 12 -1 14
15 Tigres UANL 10 10 13 -3 10
16 Santos Laguna 10 10 15 -5 10
17 Necaxa 9 10 16 -6 8
18 FC Juarez 9 6 23 -17 3
# TEAM MP xG xGC +/- PTS
1 Club Tijuana 9 8.2 3.2 +5.0 14
2 Cruz Azul 10 11.3 7.5 +3.8 16
3 Monterrey 9 9.8 6.2 +3.6 13
4 Club America 8 9.7 6.1 +3.6 17
5 Toluca 10 8.9 6.1 +2.8 20
6 Tigres UANL 10 9.7 7.3 +2.4 10
7 Guadalajara Chivas 10 8.1 5.8 +2.3 18
8 Necaxa 9 6.8 6.1 +0.7 8
9 Santos Laguna 10 10.1 9.7 +0.4 10
10 Club Queretaro 9 8.6 8.8 -0.2 17
11 Leon 9 8.7 9.4 -0.7 14
12 Puebla 10 7.3 8.9 -1.6 14
13 U.N.A.M. - Pumas 10 6.4 8.0 -1.6 12
14 Pachuca 10 7.4 9.2 -1.8 12
15 Atlas 10 6.6 9.5 -2.9 17
16 Atletico San Luis 10 7.8 11.1 -3.3 12
17 Atlante FC 10 6.3 10.1 -3.8 11
18 FC Juarez 9 4.7 13.4 -8.7 3