Predictions / Football / Mexico. Liga MX / Atletico San Luis vs Pachuca

Prediction Audit: Atletico San Luis vs Pachuca Prediction, Odds & AI Betting Tips

Atletico San Luis Atletico San Luis
Aug 23, 2026 - 23:00
1 1.06
1 1.45
xG Accuracy: 87%
Pachuca Pachuca

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

The model had projected Pachuca at 44.4%, 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 Pachuca Draw ✖ Incorrect
  • Correct Score Insights 1-1, 0-1, 1-2, 1-0, 0-2 1-1 ✔ Correct

Model vs Closing Market

Moderate Disagreement

The closing market prices Atletico San Luis higher than the statistical model.

Largest probability gap: Atletico San Luis -6.1 pp

Outcome Model Closing Market Difference Signal
Atletico San Luis 26.0% 32.1% -6.1 pp Market Higher
Draw 29.6% 26.5% +3.0 pp Aligned
Pachuca 44.4% 41.4% +3.0 pp Aligned

The closing market estimates Atletico San Luis's win probability at 32.1%, compared with the model's estimate of 26.0%, a difference of 6.1 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: PRE1.

After full time, the result was Draw 1–1.

Market Assessment

The market and model broadly agree on Atletico San Luis. 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

  • 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 Pachuca; match finished Draw

Market lesson

The closing market differed from the model on Pachuca by 6.1 percentage points (50.5% vs model 44.4%) — 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 23, 2026 · 22:59 UTC Forecast generated
    • Model 1X2 · Atletico San Luis 26.0% · Draw 29.6% · Pachuca 44.4%
    • xG · Atletico San Luis 1.06 — Pachuca 1.45
  2. Aug 23, 2026 · 22:29 UTC Opening odds snapshot PRE30
    • 1X2 odds · Atletico San Luis 3.02 · Draw 3.65 · Pachuca 2.34
    • Implied 1X2 · Atletico San Luis 32.1% · Draw 26.5% · Pachuca 41.4%
    • Bookmaker · Pinnacle
  3. Aug 23, 2026 · 22:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Atletico San Luis 3.02 · Draw 3.65 · Pachuca 2.34
    • Implied 1X2 · Atletico San Luis 32.1% · Draw 26.5% · Pachuca 41.4%
    • Bookmaker · Pinnacle
  4. Aug 23, 2026 · 23:00 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
Pricing proximity (inverse gap) 69/100
Betting Confidence 79/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 17, 2026 · 02:02 UTC Snapshot ID: dp-4373183

Closing Odds 3.02
AI Fair Odds —
CLV Pending
Final Result Draw · Atletico San Luis 1–1 Pachuca
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: Atletico San Luis vs Pachuca
  • Kickoff: 2026-08-23 23:00:00
  • 1X2 (model): Home 26.0% · Draw 29.6% · Away 44.4%
  • xG (showing): Atletico San Luis 1.06 — Pachuca 1.45 (total xG ≈ 2.51)
  • Value headline: None (actionable) — best tracked EV is about +0.0%, still below the +2.0% minimum for a headline / default stake (no default bet).
  • Structural leans (not bets): Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 54.1% · Over 2.5 45.9%); BTTS Yes (Yes 51.6% · No 48.4%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 51.6% · No 48.4%
  • 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: 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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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
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