Prediction Audit: Parma W vs Lazio W Prediction, Odds & AI Betting Tips

May 03, 2026 - 10:30
1 1.45
3 1.25
xG Accuracy: 55%

The model missed the final outcome (Lazio W win 1–3).

The model had projected Parma W at 41.8%, 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 (4 goals) ✔ Correct
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Parma W Lazio W ✖ Incorrect
  • Correct Score Insights 1-1, 1-0, 2-1, 0-1, 1-2 1-3 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

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

Largest probability gap: Parma W +12.0 pp

Outcome Model Closing Market Difference Signal
Parma W 41.8% 29.8% +12.0 pp Model Edge
Draw 25.7% 26.4% -0.7 pp Aligned
Lazio W 32.6% 43.8% -11.3 pp Market Higher

The statistical model estimates Parma W's win probability at 41.8%, compared with the closing market's implied probability of 29.8%, a difference of 12.0 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 Lazio W win 1–3.

Market Assessment

The statistical fair estimate is materially higher than the market on Parma W.

  • The model may see a slower-scoring or closer matchup than the market.
  • Monitor line movement before kickoff — not a betting recommendation.

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.70) — 4 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 Parma W; match finished Lazio W
  • Exact score: outside the model's top score bins

Market lesson

The closing market differed from the model on Parma W by 12.0 percentage points (29.8% vs model 41.8%) — 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. Before kickoff Forecast generated
    • Model 1X2 · Parma W 41.8% · Draw 25.7% · Lazio W 32.6%
    • xG · Parma W 1.45 — Lazio W 1.25
  2. May 03, 2026 · 12:50 UTC Opening odds snapshot PRE10
    • 1X2 odds · Parma W 3.08 · Draw 3.47 · Lazio W 2.09
    • Implied 1X2 · Parma W 29.8% · Draw 26.4% · Lazio W 43.8%
    • Bookmaker · Pinnacle
  3. May 03, 2026 · 12:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Parma W 3.08 · Draw 3.47 · Lazio W 2.09
    • Implied 1X2 · Parma W 29.8% · Draw 26.4% · Lazio W 43.8%
    • Bookmaker · Pinnacle
  4. May 03, 2026 · 10:30 UTC Kickoff
  5. FT Full-time result Lazio W win · 1–3
  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 ★★★★★
  • Statistical edge detected
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 13/100
Monitoring Confidence 20/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 25, 2026 · 08:58 UTC Snapshot ID: dp-1691737

Closing Odds 3.08
AI Fair Odds —
CLV Pending
Final Result Lazio W win · Parma W 1–3 Lazio W
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.

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Serie A Women Serie A Women — Standings
# TEAM MP W D L PTS
1 Roma W 22 17 4 1 55
2 Inter Milano W 22 13 5 4 44
3 Juventus W 22 11 6 5 39
4 Fiorentina W 22 10 6 6 36
5 Lazio W 22 10 3 9 33
6 Napoli W 22 8 8 6 32
7 AC Milan W 22 9 5 8 32
8 Como W 22 8 6 8 30
9 Sassuolo W 22 4 6 12 18
10 Ternana W 22 4 5 13 17
11 Parma W 22 2 10 10 16
12 Genoa W 22 2 4 16 10
# TEAM MP GS GC +/- PTS
1 Inter Milano W 22 49 26 +23 44
2 Roma W 22 44 19 +25 55
3 Juventus W 22 33 19 +14 39
4 Fiorentina W 22 33 30 +3 36
5 AC Milan W 22 31 26 +5 32
6 Lazio W 22 31 30 +1 33
7 Napoli W 22 30 25 +5 32
8 Como W 22 24 22 +2 30
9 Ternana W 22 19 40 -21 17
10 Genoa W 22 18 43 -25 10
11 Sassuolo W 22 17 34 -17 18
12 Parma W 22 16 31 -15 16