Predictions / Football / Colombia. Liga Femenina / Atlético Bucaramanga W vs Once Caldas W

Prediction Audit: Atlético Bucaramanga W vs Once Caldas W Prediction, Odds & AI Betting Tips

Aug 20, 2026 - 20:00
2 1.26
1 1.34
xG Accuracy: 74%

The model missed the final outcome (Atlético Bucaramanga W win 2–1).

The model had projected Once Caldas W at 37.1%, but the full-time result went the other way.

Tracked markets vs full-time result

Prediction grade F

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 Once Caldas W Atlético Bucaramanga W ✖ Incorrect
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 2-1 ✔ Correct

Model vs Closing Market

Moderate Disagreement

The model rates Once Caldas W considerably stronger than the closing betting market.

Largest probability gap: Once Caldas W +8.4 pp

Outcome Model Closing Market Difference Signal
Atlético Bucaramanga W 33.3% 40.6% -7.3 pp Market Higher
Draw 29.6% 30.7% -1.1 pp Aligned
Once Caldas W 37.1% 28.7% +8.4 pp Model Higher

The statistical model estimates Once Caldas W's win probability at 37.1%, compared with the closing market's implied probability of 28.7%, a difference of 8.4 percentage points. This highlights a substantial disagreement between the model's assessment and the market consensus, rather than 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 Atlético Bucaramanga W win 2–1.

Market Assessment

The fair estimate shows a modest edge over current market pricing on Once Caldas W.

  • Monitor line movement before kickoff — not a betting recommendation.

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)
  • 1X2: model leaned Once Caldas W; match finished Atlético Bucaramanga W

Market lesson

The closing market differed from the model on Once Caldas W by 8.4 percentage points (28.7% vs model 37.1%) — 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 10, 2026 · 19:59 UTC Forecast generated
    • Model 1X2 · Atlético Bucaramanga W 33.4% · Draw 29.6% · Once Caldas W 37.0%
    • xG · Atlético Bucaramanga W 1.26 — Once Caldas W 1.34
  2. Aug 10, 2026 · 19:29 UTC Opening odds snapshot PRE30
    • 1X2 odds · Atlético Bucaramanga W 2.23 · Draw 2.95 · Once Caldas W 3.16
    • Implied 1X2 · Atlético Bucaramanga W 40.6% · Draw 30.7% · Once Caldas W 28.7%
    • Bookmaker · Pinnacle
  3. Aug 10, 2026 · 19:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Atlético Bucaramanga W 2.23 · Draw 2.95 · Once Caldas W 3.16
    • Implied 1X2 · Atlético Bucaramanga W 40.6% · Draw 30.7% · Once Caldas W 28.7%
    • Bookmaker · Pinnacle
  4. Aug 20, 2026 · 20:00 UTC Kickoff
  5. FT Full-time result Atlético Bucaramanga W win · 2–1
  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: Monitor
Historical Decision Monitor
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 75/100 · High
  • Validation: Pass
Evidence ★★★★★
  • Statistical edge detected
  • Direction agrees with model lean
  • Validation passed
Pricing proximity (inverse gap) 20/100
Monitoring Confidence 33/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 04, 2026 · 01:41 UTC Snapshot ID: dp-2968803

Closing Odds 3.16
AI Fair Odds —
CLV Pending
Final Result Atlético Bucaramanga W win · Atlético Bucaramanga W 2–1 Once Caldas W
Prediction ✖ Missed
Decision Grade F

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 Femenina
  • Fixture: Atlético Bucaramanga W vs Once Caldas W
  • Kickoff: 2026-08-10 20:00:00
  • 1X2 (model): Home 33.4% · Draw 29.6% · Away 37.0%
  • xG (showing): Atlético Bucaramanga W 1.26 — Once Caldas W 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%)

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.

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

Historical Recommendation

Historical Decision: Monitor

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

October 01, 2026 (UTC)

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