Prediction Audit: Trento vs Treviso Prediction, Odds & AI Betting Tips

Aug 23, 2026 - 19:00
2 1.40
1 1.20
xG Accuracy: 80%

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

Model vs Closing Market

Moderate Disagreement

The closing market prices Trento higher than the statistical model.

Largest probability gap: Trento -9.9 pp

Outcome Model Closing Market Difference Signal
Trento 39.9% 49.9% -9.9 pp Market Higher
Draw 29.5% 27.1% +2.4 pp Aligned
Treviso 30.6% 23.0% +7.5 pp Model Higher

The closing market estimates Trento's win probability at 49.9%, compared with the model's estimate of 39.9%, a difference of 9.9 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 model's directional lean matched the result (Trento win 2–1).

Market Assessment

The market and model broadly agree on Trento. 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 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

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Trento higher (49.8% vs model 39.9%, 9.9 pp), but the model's lean was validated (Trento win 2–1).

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Prediction Timeline

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

  1. Aug 23, 2026 · 19:02 UTC Forecast generated
    • Model 1X2 · Trento 40.0% · Draw 29.5% · Treviso 30.6%
    • xG · Trento 1.40 — Treviso 1.20
  2. Aug 23, 2026 · 18:33 UTC Opening odds snapshot PRE30
    • 1X2 odds · Trento 1.88 · Draw 3.46 · Treviso 4.07
    • Implied 1X2 · Trento 49.9% · Draw 27.1% · Treviso 23.0%
    • Bookmaker · Pinnacle
  3. Aug 23, 2026 · 19:02 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Trento 1.88 · Draw 3.46 · Treviso 4.07
    • Implied 1X2 · Trento 49.9% · Draw 27.1% · Treviso 23.0%
    • Bookmaker · Pinnacle
  4. Aug 23, 2026 · 19:00 UTC Kickoff
  5. FT Full-time result Trento win · 2–1
  6. FT Prediction validated Directional lean matched 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 Validated
Pre-match metrics (historical context)
Prediction Reliability 74/100 · High
  • Validation: Pass
Evidence ★★★★★
  • No strong statistical edge
  • Direction agrees with model lean
  • Validation passed
Pricing proximity (inverse gap) 50/100
Betting Confidence 77/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 17, 2026 · 01:53 UTC Snapshot ID: dp-4371338

Closing Odds 1.88
AI Fair Odds —
CLV Pending
Final Result Trento win · Trento 2–1 Treviso
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

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

  • League: Serie C - Girone A
  • Fixture: Trento vs Treviso
  • Kickoff: 2026-08-23 19:00:00
  • 1X2 (model): Home 40.0% · Draw 29.5% · Away 30.6%
  • xG (showing): Trento 1.4 — Treviso 1.2 (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 54.3% · No 45.7%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.3% · No 45.7%
  • 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: 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

September 29, 2026 (UTC)

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Serie C - Girone A Serie C - Girone A — Standings
# TEAM MP W D L PTS
1 Cittadella 7 7 0 0 21
2 Union Brescia 7 4 3 0 15
3 Ospitaletto 7 4 2 1 14
4 Arzignano Valchiampo 7 4 1 2 13
5 Trento 7 3 4 0 13
6 Treviso 7 3 3 1 12
7 Alcione 7 2 4 1 10
8 Dolomiti Bellunesi 7 2 4 1 10
9 Albinoleffe 7 2 3 2 9
10 Lumezzane 7 2 2 3 8
11 Lecco 7 2 2 3 8
12 Desenzano Calvina 7 1 4 2 7
13 Pergolettese 7 1 4 2 7
14 Athletic Carpi 7 1 3 3 6
15 Folgore Caratese 7 1 3 3 6
16 Juventus U23 7 1 3 3 6
17 Novara 7 1 3 3 6
18 PRO Vercelli 7 1 3 3 6
19 Giana Erminio 7 0 3 4 3
20 Renate 7 0 2 5 2
# TEAM MP GS GC +/- PTS
1 Cittadella 7 13 2 +11 21
2 Ospitaletto 7 13 5 +8 14
3 Union Brescia 7 12 4 +8 15
4 Arzignano Valchiampo 7 10 7 +3 13
5 Albinoleffe 7 10 9 +1 9
6 Alcione 7 10 11 -1 10
7 Athletic Carpi 7 10 15 -5 6
8 Trento 7 9 3 +6 13
9 Treviso 7 8 6 +2 12
10 Folgore Caratese 7 8 10 -2 6
11 Lumezzane 7 7 9 -2 8
12 Juventus U23 7 7 13 -6 6
13 Dolomiti Bellunesi 7 6 5 +1 10
14 Novara 7 6 9 -3 6
15 Giana Erminio 7 6 10 -4 3
16 PRO Vercelli 7 6 11 -5 6
17 Renate 7 5 11 -6 2
18 Lecco 7 4 6 -2 8
19 Desenzano Calvina 7 4 6 -2 7
20 Pergolettese 7 1 3 -2 7