Predictions / Football / Poland. III Liga - Group 3 / Goczałkowice Zdrój vs Polonia Nysa

Prediction Audit: Goczałkowice Zdrój vs Polonia Nysa Prediction, Odds & AI Betting Tips

Aug 22, 2026 - 11:00
2 1.35
0 1.25
xG Accuracy: 59%

AI correctly predicted the Goczałkowice Zdrój win.

The match finished 2–0, 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 Under 2.5 (2 goals) ✔ Correct
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 Goczałkowice Zdrój Goczałkowice Zdrój ✔ Correct
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 2-0 ✖ Incorrect

Model vs Closing Market

Moderate Disagreement

The closing market prices Goczałkowice Zdrój higher than the statistical model.

Largest probability gap: Goczałkowice Zdrój -7.0 pp

Outcome Model Closing Market Difference Signal
Goczałkowice Zdrój 37.5% 44.5% -7.0 pp Market Higher
Draw 29.6% 23.9% +5.8 pp Model Higher
Polonia Nysa 32.9% 31.7% +1.2 pp Aligned

The closing market estimates Goczałkowice Zdrój's win probability at 44.5%, compared with the model's estimate of 37.5%, a difference of 7.0 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 (Goczałkowice Zdrój win 2–0).

Market Assessment

The market and model broadly agree on Goczałkowice Zdrój. 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

  • Under 2.5 goals aligned with the xG profile

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
  • Exact score: outside the model's top score bins

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Goczałkowice Zdrój higher (44.5% vs model 37.5%, 7.0 pp), but the model's lean was validated (Goczałkowice Zdrój win 2–0).

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Prediction Timeline

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

  1. Aug 22, 2026 · 11:01 UTC Forecast generated
    • Model 1X2 · Goczałkowice Zdrój 37.6% · Draw 29.6% · Polonia Nysa 32.9%
    • xG · Goczałkowice Zdrój 1.35 — Polonia Nysa 1.25
  2. Aug 22, 2026 · 10:32 UTC Opening odds snapshot PRE30
    • 1X2 odds · Goczałkowice Zdrój 2.00 · Draw 3.73 · Polonia Nysa 2.81
    • Implied 1X2 · Goczałkowice Zdrój 44.5% · Draw 23.9% · Polonia Nysa 31.7%
    • Bookmaker · Pinnacle
  3. Aug 22, 2026 · 11:01 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Goczałkowice Zdrój 2.00 · Draw 3.73 · Polonia Nysa 2.81
    • Implied 1X2 · Goczałkowice Zdrój 44.5% · Draw 23.9% · Polonia Nysa 31.7%
    • Bookmaker · Pinnacle
  4. Aug 22, 2026 · 11:00 UTC Kickoff
  5. FT Full-time result Goczałkowice Zdrój win · 2–0
  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 76/100 · High
  • Validation: Pass
Evidence ★★★★★
  • No strong statistical edge
  • Direction agrees with model lean
  • Validation passed
Pricing proximity (inverse gap) 65/100
Betting Confidence 79/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 16, 2026 · 01:15 UTC Snapshot ID: dp-4215063

Closing Odds 2.0
AI Fair Odds —
CLV Pending
Final Result Goczałkowice Zdrój win · Goczałkowice Zdrój 2–0 Polonia Nysa
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

Quick read on how the model reads this matchup.

  • League: III Liga - Group 3
  • Fixture: Goczałkowice Zdrój vs Polonia Nysa
  • Kickoff: 2026-08-22 11:00:00
  • 1X2 (model): Home 37.6% · Draw 29.6% · Away 32.9%
  • xG (showing): Goczałkowice Zdrój 1.35 — Polonia Nysa 1.25 (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%)

Saying “no value” on a snapshot is a feature, not a bug: it protects readers from forcing a play when the edge is not there.

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

October 01, 2026 (UTC)

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III Liga - Group 3 III Liga - Group 3 — Standings
# TEAM MP W D L PTS
1 Zagłębie Lubin II 9 6 3 0 21
2 Sparta Katowice 9 6 2 1 20
3 Odra Bytom Odrzański 9 6 2 1 20
4 Barycz Sułów 9 6 1 2 19
5 Zaglebie Sosnowiec 9 5 1 3 16
6 Górnik Polkowice 9 4 2 3 14
7 Karkonosze Jelenia Góra 9 3 3 3 12
8 Kluczbork 9 4 0 5 12
9 Warta Gorzów 9 3 3 3 12
10 Miedź Legnica II 9 3 2 4 11
11 ROW Rybnik 9 3 2 4 11
12 Stal Brzeg 9 3 2 4 11
13 Goczałkowice Zdrój 9 3 2 4 11
14 Stilon Gorzów 9 2 4 3 10
15 Rakow II 9 2 3 4 9
16 Ślęza Wrocław 9 2 0 7 6
17 Polonia Nysa 9 1 2 6 5
18 Carina Gubin 9 1 2 6 5
# TEAM MP GS GC +/- PTS
1 Miedź Legnica II 9 23 18 +5 11
2 Zagłębie Lubin II 9 19 9 +10 21
3 ROW Rybnik 9 18 15 +3 11
4 Górnik Polkowice 9 18 16 +2 14
5 Sparta Katowice 9 16 6 +10 20
6 Stal Brzeg 9 15 12 +3 11
7 Barycz Sułów 9 14 8 +6 19
8 Zaglebie Sosnowiec 9 14 9 +5 16
9 Stilon Gorzów 9 14 13 +1 10
10 Ślęza Wrocław 9 14 25 -11 6
11 Rakow II 9 12 17 -5 9
12 Odra Bytom Odrzański 9 11 4 +7 20
13 Goczałkowice Zdrój 9 11 13 -2 11
14 Karkonosze Jelenia Góra 9 10 7 +3 12
15 Kluczbork 9 9 14 -5 12
16 Warta Gorzów 9 9 15 -6 12
17 Polonia Nysa 9 8 21 -13 5
18 Carina Gubin 9 6 19 -13 5