Predictions / Football / Poland. III Liga - Group 2 / Luzino vs Lipno Stęszew

Prediction Audit: Luzino vs Lipno Stęszew Prediction, Odds & AI Betting Tips

Luzino Luzino
Aug 28, 2026 - 15:00
2 1.41
1 1.19
xG Accuracy: 81%
Lipno Stęszew Lipno Stęszew

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

Model vs Closing Market

Strong Disagreement

The closing market prices Luzino higher than the statistical model.

Largest probability gap: Luzino -31.9 pp

Outcome Model Closing Market Difference Signal
Luzino 40.4% 72.3% -31.9 pp Market Higher
Draw 29.4% 16.3% +13.1 pp Model Edge
Lipno Stęszew 30.1% 11.3% +18.8 pp Model Edge

The closing market estimates Luzino's win probability at 72.3%, compared with the model's estimate of 40.4%, a difference of 31.9 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 (Luzino win 2–1).

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 Luzino higher (72.3% vs model 40.4%, 31.9 pp), but the model's lean was validated (Luzino win 2–1).

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Prediction Timeline

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

  1. Aug 28, 2026 · 15:00 UTC Forecast generated
    • Model 1X2 · Luzino 40.5% · Draw 29.4% · Lipno Stęszew 30.1%
    • xG · Luzino 1.41 — Lipno Stęszew 1.19
  2. Aug 28, 2026 · 14:31 UTC Opening odds snapshot PRE30
    • 1X2 odds · Luzino 1.22 · Draw 5.41 · Lipno Stęszew 7.79
    • Implied 1X2 · Luzino 72.3% · Draw 16.3% · Lipno Stęszew 11.3%
    • Bookmaker · Pinnacle
  3. Aug 28, 2026 · 14:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Luzino 1.22 · Draw 5.41 · Lipno Stęszew 7.79
    • Implied 1X2 · Luzino 72.3% · Draw 16.3% · Lipno Stęszew 11.3%
    • Bookmaker · Pinnacle
  4. Aug 28, 2026 · 15:00 UTC Kickoff
  5. FT Full-time result Luzino 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: Cautious / Wait

Historical label: Originally displayed as "Wait for validation".

Historical Decision Wait
Outcome Validated
Pre-match metrics (historical context)
Prediction Reliability 33/100 · Low
  • Validation: Fail
  • Large market gap (32 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market strongly disagrees on price
  • Validation failed
Pricing proximity (inverse gap) 0/100
Monitoring Confidence 9/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 22, 2026 · 02:08 UTC Snapshot ID: dp-4923101

Closing Odds 1.22
AI Fair Odds —
CLV Pending
Final Result Luzino win · Luzino 2–1 Lipno Stęszew
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

Model favours Luzino; market prices Luzino instead — inputs may be missing or stale.

  • Model: Luzino 1.41 xG vs Lipno Stęszew 1.19 → Luzino 40.4%
  • Market: Luzino ~72.3% implied
  • Validation failed — do not treat 1X2 EV as actionable.

Do not act on 1X2 value until validation passes. Structural leans (O/U, BTTS) need separate odds review.

Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 51.8% · Over 2.5 48.2%); BTTS Yes (Yes 54.2% · No 45.8%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes

Historical Recommendation

Historical Decision: Wait

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 01, 2026 (UTC)

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III Liga - Group 2 III Liga - Group 2 — Standings
# TEAM MP W D L PTS
1 Polonia Środa 9 7 2 0 23
2 Luzino 9 7 1 1 22
3 Kluczevia Stargard 9 6 1 2 19
4 Wda Świecie 9 5 3 1 18
5 Lech Poznań II 9 4 3 2 15
6 Kalisz 9 3 5 1 14
7 Stargard Szczeciński 9 4 2 3 14
8 Flota Świnoujście 9 4 2 3 14
9 Noteć Czarnków 9 4 1 4 13
10 Gedania Gdansk 9 2 4 3 10
11 Grom Nowy Staw 9 3 1 5 10
12 Kotwica Kórnik 9 3 1 5 10
13 Bałtyk Koszalin 9 2 3 4 9
14 Chemik Bydgoszcz 9 1 5 3 8
15 Unia Swarzędz 9 2 1 6 7
16 Elana Toruń 9 1 3 5 6
17 Victoria Września 9 1 3 5 6
18 Lipno Stęszew 9 1 1 7 4
# TEAM MP GS GC +/- PTS
1 Luzino 9 28 10 +18 22
2 Polonia Środa 9 27 14 +13 23
3 Grom Nowy Staw 9 24 24 0 10
4 Gedania Gdansk 9 22 21 +1 10
5 Kluczevia Stargard 9 19 15 +4 19
6 Stargard Szczeciński 9 19 16 +3 14
7 Lech Poznań II 9 17 15 +2 15
8 Kotwica Kórnik 9 17 22 -5 10
9 Wda Świecie 9 15 10 +5 18
10 Kalisz 9 15 10 +5 14
11 Noteć Czarnków 9 15 13 +2 13
12 Flota Świnoujście 9 15 15 0 14
13 Chemik Bydgoszcz 9 13 18 -5 8
14 Unia Swarzędz 9 11 19 -8 7
15 Elana Toruń 9 11 19 -8 6
16 Lipno Stęszew 9 10 21 -11 4
17 Victoria Września 9 10 22 -12 6
18 Bałtyk Koszalin 9 9 13 -4 9
III Liga - Group 2 Poland. III Liga - Group 2 Predictions