Prediction Audit: Boston River vs Progreso Prediction, Odds & AI Betting Tips

Sep 19, 2026 - 15:00
1 1.35
2 1.25
xG Accuracy: 74%

The model missed the final outcome (Progreso win 1–2).

The model had projected Boston River at 37.5%, 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 Boston River Progreso ✖ Incorrect
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 1-2 ✔ Correct

Model vs Closing Market

Strong Disagreement

The closing market prices Boston River higher than the statistical model.

Largest probability gap: Boston River -11.5 pp

Outcome Model Closing Market Difference Signal
Boston River 37.5% 49.1% -11.5 pp Market Higher
Draw 29.6% 27.7% +1.9 pp Aligned
Progreso 32.9% 23.3% +9.6 pp Model Higher

The closing market estimates Boston River's win probability at 49.1%, compared with the model's estimate of 37.5%, a difference of 11.5 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 Progreso win 1–2.

Market Assessment

The market is materially more optimistic about Boston River than the current fair estimate.

  • Investors may be incorporating information not fully reflected in the baseline model.
  • Tournament-specific context can shift market pricing.

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
  • Over 2.5 goals aligned with the xG profile

What failed

  • 1X2: model leaned Boston River; match finished Progreso

Market lesson

The closing market differed from the model on Boston River by 11.5 percentage points (49.0% vs model 37.5%) — 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. Sep 19, 2026 · 15:03 UTC Forecast generated
    • Model 1X2 · Boston River 37.6% · Draw 29.6% · Progreso 32.9%
    • xG · Boston River 1.35 — Progreso 1.25
  2. Sep 19, 2026 · 14:37 UTC Opening odds snapshot PRE30
    • 1X2 odds · Boston River 1.94 · Draw 3.44 · Progreso 4.09
    • Implied 1X2 · Boston River 49.1% · Draw 27.7% · Progreso 23.3%
    • Bookmaker · Pinnacle
  3. Sep 19, 2026 · 15:02 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Boston River 1.94 · Draw 3.44 · Progreso 4.09
    • Implied 1X2 · Boston River 49.1% · Draw 27.7% · Progreso 23.3%
    • Bookmaker · Pinnacle
  4. Sep 19, 2026 · 15:00 UTC Kickoff
  5. FT Full-time result Progreso 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: Monitor
Historical Decision Monitor
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 57/100 · Moderate
  • Validation: Warning
  • Large market gap (12 pp)
Evidence
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 42/100
Betting Confidence 45/100

Validation Report

Immutable Snapshot

Prediction Time: Sep 17, 2026 · 02:17 UTC Snapshot ID: dp-9172678

Closing Odds 1.94
AI Fair Odds
CLV Pending
Final Result Progreso win · Boston River 1–2 Progreso
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

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

  • League: Primera División - Apertura - Apertura
  • Fixture: Boston River vs Progreso
  • Kickoff: 2026-09-19 15:00:00
  • 1X2 (model): Home 37.6% · Draw 29.6% · Away 32.9%
  • xG (showing): Boston River 1.35 — Progreso 1.25 (total xG ≈ 2.6)
  • Best +EV line (same label as hero card when Primary thresholds are not met): BTTS Yes
  • Model: 54.5% · Implied: 49.7% · Probability edge: +4.8 pts · Est. EV: +4.1%
  • BTTS (model): Yes 54.5% · No 45.5%
  • Correct score (top bin): 1-1 (12.5%)

Use the cards for tiering; this text only restates the same inputs in narrative form.

Correct score remains high-variance even when a line is most likely on paper.

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

September 23, 2026 (UTC)

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Back to Predictions
Primera División - Apertura Primera División - AperturaStandings
# TEAM MP W D L PTS
1 Penarol 28 17 5 6 55
2 Racing Montevideo 28 14 10 4 52
3 Atletico Torque 27 15 5 7 50
4 Deportivo Maldonado 28 14 7 7 49
5 Club Nacional 28 13 4 11 43
6 Wanderers 28 12 7 9 43
7 Liverpool Montevideo 28 11 9 8 42
8 Central Espanol 28 10 8 10 38
9 Albion FC 28 9 7 12 34
10 Cerro Largo 28 8 9 11 33
11 Juventud 28 8 8 12 32
12 Defensor Sporting 28 7 11 10 32
13 Cerro 29 9 5 15 32
14 Boston River 29 8 6 15 30
15 Danubio 28 4 13 11 25
16 Progreso 29 7 4 18 25
# TEAM MP GS GC +/- PTS
1 Atletico Torque 27 47 31 +16 50
2 Penarol 28 46 23 +23 55
3 Deportivo Maldonado 28 42 27 +15 49
4 Club Nacional 28 40 36 +4 43
5 Liverpool Montevideo 28 37 27 +10 42
6 Albion FC 28 36 35 +1 34
7 Racing Montevideo 28 35 22 +13 52
8 Wanderers 28 35 34 +1 43
9 Juventud 28 32 38 -6 32
10 Central Espanol 28 30 33 -3 38
11 Cerro Largo 28 28 30 -2 33
12 Boston River 29 28 40 -12 30
13 Defensor Sporting 28 23 30 -7 32
14 Danubio 28 23 37 -14 25
15 Progreso 29 23 42 -19 25
16 Cerro 29 23 43 -20 32