Prediction Audit: ŁKS Łódź vs Stal Mielec Prediction, Odds & AI Betting Tips

ŁKS Łódź

Aug 23, 2026 - 17:00

4 1.33

0 1.27

xG Accuracy: 34%

Stal Mielec

AI correctly predicted the ŁKS Łódź win.

The match finished 4–0, validating the model's directional assessment.

Tracked markets vs full-time result

Prediction grade F

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 (4 goals) ✖ Incorrect
Both Teams To Score BTTS Yes No ✖ Incorrect
1X2 ŁKS Łódź ŁKS Łódź ✔ Correct
Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 4-0 ✖ Incorrect

Model vs Closing Market

Outcome	Model	Closing Market	Difference	Signal
ŁKS Łódź	36.6%	49.5%	-12.9 pp	Market Higher
Draw	29.6%	24.1%	+5.5 pp	Model Higher
Stal Mielec	33.8%	26.4%	+7.4 pp	Model Higher

The closing market estimates ŁKS Łódź's win probability at 49.5%, compared with the model's estimate of 36.6%, a difference of 12.9 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 (ŁKS Łódź win 4–0).

Market Assessment

The market is materially more optimistic about ŁKS Łódź 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

Expected goals projected a high-scoring match (ΣxG 2.60) — 4 goals materialised

What failed

Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (4 goals)

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced ŁKS Łódź higher (49.5% vs model 36.6%, 12.9 pp), but the model's lean was validated (ŁKS Łódź win 4–0).

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Prediction Timeline

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

Aug 23, 2026 · 17:00 UTC Forecast generated
- Model 1X2 · ŁKS Łódź 36.6% · Draw 29.6% · Stal Mielec 33.8%
- xG · ŁKS Łódź 1.33 — Stal Mielec 1.27
Aug 23, 2026 · 16:32 UTC Opening odds snapshot PRE30
- 1X2 odds · ŁKS Łódź 1.92 · Draw 3.94 · Stal Mielec 3.60
- Implied 1X2 · ŁKS Łódź 49.5% · Draw 24.1% · Stal Mielec 26.4%
- Bookmaker · Pinnacle
Aug 23, 2026 · 17:00 UTC Closing snapshot recorded PRE1
- 1X2 odds · ŁKS Łódź 1.92 · Draw 3.94 · Stal Mielec 3.60
- Implied 1X2 · ŁKS Łódź 49.5% · Draw 24.1% · Stal Mielec 26.4%
- Bookmaker · Pinnacle
Aug 23, 2026 · 17:00 UTC Kickoff
FT Full-time result ŁKS Łódź win · 4–0
FT Prediction validated Directional lean matched full-time result
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) 35/100

Betting Confidence 45/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 17, 2026 · 01:44 UTC Snapshot ID: dp-4369653

Closing Odds 1.92

AI Fair Odds —

CLV Pending

Final Result ŁKS Łódź win · ŁKS Łódź 4–0 Stal Mielec

Prediction ✔ Correct

Decision Grade F

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

Pre-match snapshot for this fixture.

League: I Liga
Fixture: ŁKS Łódź vs Stal Mielec
Kickoff: 2026-08-23 17:00:00
1X2 (model): Home 36.6% · Draw 29.6% · Away 33.8%
xG (showing): ŁKS Łódź 1.33 — Stal Mielec 1.27 (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 54.5% · 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%)

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: 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 30, 2026 (UTC)

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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	Pogoń Siedlce	8	3	3	2	12
11	Ruch Chorzów	9	3	3	3	12
12	Arka Gdynia	9	3	2	4	11
13	Unia Skierniewice	9	3	1	5	10
14	Odra Opole	9	2	3	4	9
15	Polonia Bytom	9	1	6	2	9
16	Stal Mielec	9	2	3	4	9
17	Podbeskidzie	9	0	8	1	8
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	Podbeskidzie	9	12	14	-2	8
11	Chrobry Głogów	9	11	8	+3	12
12	Arka Gdynia	9	11	11	0	11
13	Stal Rzeszów	9	10	15	-5	14
14	Unia Skierniewice	9	10	15	-5	10
15	Pogoń Siedlce	8	9	7	+2	12
16	Ruch Chorzów	9	9	11	-2	12
17	Puszcza Niepołomice	8	8	12	-4	6
18	Odra Opole	9	7	9	-2	9