Predictions / Football / Poland. I Liga / Stal Rzeszów vs Ruch Chorzów

Prediction Audit: Stal Rzeszów vs Ruch Chorzów Prediction, Odds & AI Betting Tips

Stal Rzeszów Stal Rzeszów
Aug 24, 2026 - 17:00
0 1.22
1 1.38
xG Accuracy: 64%
Ruch Chorzów Ruch Chorzów

AI correctly predicted the Ruch Chorzów win.

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

Model vs Closing Market

Strong Disagreement

The closing market prices Ruch Chorzów higher than the statistical model.

Largest probability gap: Ruch Chorzów -12.6 pp

Outcome Model Closing Market Difference Signal
Stal Rzeszów 31.5% 24.3% +7.2 pp Model Higher
Draw 29.5% 24.1% +5.5 pp Model Higher
Ruch Chorzów 39.0% 51.6% -12.6 pp Market Higher

The closing market estimates Ruch Chorzów's win probability at 51.6%, compared with the model's estimate of 39.0%, a difference of 12.6 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 (Ruch Chorzów win 0–1).

Market Assessment

The market is materially more optimistic about Ruch Chorzów 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

  • Under 2.5 goals aligned with the xG profile
  • Exact score 0–1 fell within the model's highlighted bins

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Ruch Chorzów higher (51.6% vs model 39.0%, 12.6 pp), but the model's lean was validated (Ruch Chorzów win 0–1).

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Prediction Timeline

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

  1. Aug 24, 2026 · 16:59 UTC Forecast generated
    • Model 1X2 · Stal Rzeszów 31.5% · Draw 29.5% · Ruch Chorzów 39.0%
    • xG · Stal Rzeszów 1.22 — Ruch Chorzów 1.38
  2. Aug 24, 2026 · 16:30 UTC Opening odds snapshot PRE30
    • 1X2 odds · Stal Rzeszów 3.90 · Draw 3.94 · Ruch Chorzów 1.84
    • Implied 1X2 · Stal Rzeszów 24.3% · Draw 24.1% · Ruch Chorzów 51.6%
    • Bookmaker · Pinnacle
  3. Aug 24, 2026 · 16:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Stal Rzeszów 3.90 · Draw 3.94 · Ruch Chorzów 1.84
    • Implied 1X2 · Stal Rzeszów 24.3% · Draw 24.1% · Ruch Chorzów 51.6%
    • Bookmaker · Pinnacle
  4. Aug 24, 2026 · 17:00 UTC Kickoff
  5. FT Full-time result Ruch Chorzów win · 0–1
  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: Monitor
Historical Decision Monitor
Outcome Validated
Pre-match metrics (historical context)
Prediction Reliability 57/100 · Moderate
  • Validation: Warning
  • Large market gap (13 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 36/100
Betting Confidence 45/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 18, 2026 · 02:27 UTC Snapshot ID: dp-4456137

Closing Odds 1.84
AI Fair Odds —
CLV Pending
Final Result Ruch Chorzów win · Stal Rzeszów 0–1 Ruch Chorzów
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: I Liga
  • Fixture: Stal Rzeszów vs Ruch Chorzów
  • Kickoff: 2026-08-24 17:00:00
  • 1X2 (model): Home 31.5% · Draw 29.5% · Away 39.0%
  • xG (showing): Stal Rzeszów 1.22 — Ruch Chorzów 1.38 (total xG ≈ 2.6)
  • Value headline: At least one tracked line reaches the headline EV threshold — align with the hero / Primary card if shown.
  • 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 54.4% · No 45.6%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.4% · No 45.6%
  • 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.

Prefer skipping to over-staking when the engine is honest about missing edge.

Historical Recommendation

Historical Decision: Monitor

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 21, 2026 (UTC)

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I Liga I Liga — Standings
# TEAM MP W D L PTS
1 Pogoń Grod. Mazowiecki 9 5 3 1 18
2 Nieciecza 9 5 1 3 16
3 Warta Poznań 9 5 0 4 15
4 ŁKS Łódź 9 4 3 2 15
5 Miedz Legnica 9 4 2 3 14
6 Polonia Warszawa 9 4 2 3 14
7 Stal Rzeszów 9 4 2 3 14
8 Lechia Gdansk 9 4 1 4 13
9 Chrobry Głogów 9 3 3 3 12
10 Ruch Chorzów 9 3 3 3 12
11 Arka Gdynia 8 3 2 3 11
12 Pogoń Siedlce 7 2 3 2 9
13 Odra Opole 9 2 3 4 9
14 Polonia Bytom 9 1 6 2 9
15 Unia Skierniewice 8 3 0 5 9
16 Stal Mielec 9 2 3 4 9
17 Podbeskidzie 8 0 7 1 7
18 Puszcza Niepołomice 8 2 0 6 6
# TEAM MP GS GC +/- PTS
1 Warta Poznań 9 17 13 +4 15
2 Lechia Gdansk 9 17 15 +2 13
3 Pogoń Grod. Mazowiecki 9 15 8 +7 18
4 Polonia Warszawa 9 15 12 +3 14
5 Miedz Legnica 9 14 9 +5 14
6 Nieciecza 9 14 12 +2 16
7 Polonia Bytom 9 14 17 -3 9
8 Stal Mielec 9 14 23 -9 9
9 ŁKS Łódź 9 13 9 +4 15
10 Chrobry Głogów 9 11 8 +3 12
11 Podbeskidzie 8 11 13 -2 7
12 Arka Gdynia 8 10 9 +1 11
13 Stal Rzeszów 9 10 15 -5 14
14 Ruch Chorzów 9 9 11 -2 12
15 Unia Skierniewice 8 9 14 -5 9
16 Puszcza Niepołomice 8 8 12 -4 6
17 Pogoń Siedlce 7 7 6 +1 9
18 Odra Opole 9 7 9 -2 9