Predictions / Football / Argentina. Primera Nacional / Quilmes vs Atlanta

Prediction Audit: Quilmes vs Atlanta Prediction, Odds & AI Betting Tips

Quilmes Quilmes
Jul 04, 2026 - 21:00
2 1.31
1 1.29
xG Accuracy: 76%
Atlanta Atlanta

AI correctly predicted the Quilmes 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 Quilmes Quilmes ✔ Correct
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 2-1 ✔ Correct

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

The model's directional lean matched the full-time result (Quilmes win 2–1).

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Prediction Timeline

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

  1. Jul 04, 2026 · 21:55 UTC Forecast generated
    • xG · Quilmes 1.31 — Atlanta 1.29
  2. Jul 04, 2026 · 21:00 UTC Kickoff
  3. FT Full-time result Quilmes win · 2–1
  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: Jul 24, 2026 · 04:16 UTC Snapshot ID: dp-1549654

Closing Odds Pending
AI Fair Odds —
CLV Pending
Final Result Quilmes win · Quilmes 2–1 Atlanta
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: Primera Nacional
  • Fixture: Quilmes vs Atlanta
  • Kickoff: 2026-07-04 21:00:00
  • 1X2 (model): Home 36.8% · Draw 30.8% · Away 32.5%
  • xG (showing): Quilmes 1.31 — Atlanta 1.29 (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 (12.6%)

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: 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 07, 2026 (UTC)

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Primera Nacional Primera Nacional — Standings
# TEAM MP W D L PTS
1 Ferro Carril Oeste 32 18 7 7 61
2 Deportivo Moron 32 17 7 8 58
3 Deportivo Madryn 32 14 11 7 53
4 Godoy Cruz 31 15 8 8 53
5 Colon Santa Fe 32 14 10 8 52
6 Almirante Brown 32 12 10 10 46
7 CA Estudiantes 32 12 9 11 45
8 Ciudad de Bolívar 32 11 12 9 45
9 Los Andes 31 9 13 9 40
10 Chaco For Ever 32 9 10 13 37
11 Defensores De Belgrano 32 8 13 11 37
12 San Telmo 32 9 10 13 37
13 Racing Cordoba 32 9 10 13 37
14 Atletico Mitre 32 7 14 11 35
15 Central Norte 32 6 15 11 33
16 All Boys 32 6 15 11 33
17 San Miguel 32 6 13 13 31
18 Acassuso 32 7 8 17 29
# TEAM MP GS GC +/- PTS
1 Deportivo Moron 32 51 32 +19 58
2 Deportivo Madryn 32 46 28 +18 53
3 Godoy Cruz 31 40 28 +12 53
4 Colon Santa Fe 32 39 25 +14 52
5 Ferro Carril Oeste 32 36 27 +9 61
6 Chaco For Ever 32 30 33 -3 37
7 CA Estudiantes 32 29 27 +2 45
8 Racing Cordoba 32 29 39 -10 37
9 Atletico Mitre 32 29 39 -10 35
10 San Telmo 32 28 36 -8 37
11 Ciudad de Bolívar 32 27 28 -1 45
12 Almirante Brown 32 25 21 +4 46
13 Defensores De Belgrano 32 25 29 -4 37
14 San Miguel 32 25 38 -13 31
15 Los Andes 31 24 21 +3 40
16 Acassuso 32 22 35 -13 29
17 Central Norte 32 20 29 -9 33
18 All Boys 32 18 28 -10 33
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