Prediction Audit: Lech Poznań II vs Lipno Stęszew Prediction, Odds & AI Betting Tips

Lech Poznań II

Aug 19, 2026 - 10:00

1 1.31

0 1.29

xG Accuracy: 64%

Lipno Stęszew

AI correctly predicted the Lech Poznań II win.

The match finished 1–0, 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 (1 goals) ✔ Correct
Both Teams To Score BTTS Yes No ✖ Incorrect
1X2 Lech Poznań II Lech Poznań II ✔ Correct
Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 1-0 ✔ Correct

Model vs Closing Market

Outcome	Model	Closing Market	Difference	Signal
Lech Poznań II	35.6%	58.5%	-22.8 pp	Market Higher
Draw	29.6%	20.5%	+9.2 pp	Model Higher
Lipno Stęszew	34.7%	21.1%	+13.6 pp	Model Edge

The closing market estimates Lech Poznań II's win probability at 58.5%, compared with the model's estimate of 35.6%, a difference of 22.8 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 (Lech Poznań II win 1–0).

Post Match Insights

What worked

Under 2.5 goals aligned with the xG profile
Exact score 1–0 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 Lech Poznań II higher (58.4% vs model 35.6%, 22.8 pp), but the model's lean was validated (Lech Poznań II win 1–0).

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Prediction Timeline

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

Aug 19, 2026 · 09:59 UTC Forecast generated
- Model 1X2 · Lech Poznań II 35.6% · Draw 29.7% · Lipno Stęszew 34.7%
- xG · Lech Poznań II 1.31 — Lipno Stęszew 1.29
Aug 19, 2026 · 09:29 UTC Opening odds snapshot PRE30
- 1X2 odds · Lech Poznań II 1.52 · Draw 4.34 · Lipno Stęszew 4.22
- Implied 1X2 · Lech Poznań II 58.5% · Draw 20.5% · Lipno Stęszew 21.1%
- Bookmaker · Pinnacle
Aug 19, 2026 · 09:59 UTC Closing snapshot recorded PRE1
- 1X2 odds · Lech Poznań II 1.52 · Draw 4.34 · Lipno Stęszew 4.22
- Implied 1X2 · Lech Poznań II 58.5% · Draw 20.5% · Lipno Stęszew 21.1%
- Bookmaker · Pinnacle
Aug 19, 2026 · 10:00 UTC Kickoff
FT Full-time result Lech Poznań II win · 1–0
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: Cautious / Wait

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

Historical Decision Wait

Outcome Validated

Pre-match metrics (historical context)

Prediction Reliability 52/100 · Moderate

Validation: Warning
Large market gap (23 pp)

Evidence ★★★★★

No strong statistical edge
Pricing remains divergent
Validation warning

Pricing proximity (inverse gap) 0/100

Betting Confidence 33/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 13, 2026 · 01:31 UTC Snapshot ID: dp-3815759

Closing Odds 1.52

AI Fair Odds —

CLV Pending

Final Result Lech Poznań II win · Lech Poznań II 1–0 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

Quick read on how the model reads this matchup.

League: III Liga - Group 2
Fixture: Lech Poznań II vs Lipno Stęszew
Kickoff: 2026-08-19 10:00:00
1X2 (model): Home 35.6% · Draw 29.7% · Away 34.7%
xG (showing): Lech Poznań II 1.31 — Lipno Stęszew 1.29 (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 (12.6%)

When book depth is thin or odds are missing, EV may be unavailable even though the model still prefers one side on totals or BTTS — wait for cleaner prices or skip.

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

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

September 16, 2026 (UTC)

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III Liga - Group 2 — Standings

#	TEAM	MP	W	D	L	PTS
1	Polonia Środa	7	6	1	0	19
2	Wda Świecie	7	5	2	0	17
3	Luzino	7	5	1	1	16
4	Flota Świnoujście	7	4	1	2	13
5	Kluczevia Stargard	7	4	1	2	13
6	Kalisz	7	3	3	1	12
7	Noteć Czarnków	7	4	0	3	12
8	Lech Poznań II	7	3	2	2	11
9	Stargard Szczeciński	7	3	1	3	10
10	Bałtyk Koszalin	7	2	3	2	9
11	Grom Nowy Staw	7	2	1	4	7
12	Kotwica Kórnik	7	2	1	4	7
13	Unia Swarzędz	7	2	1	4	7
14	Gedania Gdansk	7	1	3	3	6
15	Chemik Bydgoszcz	7	1	3	3	6
16	Elana Toruń	7	1	2	4	5
17	Victoria Września	7	1	1	5	4
18	Lipno Stęszew	7	0	1	6	1

#	TEAM	MP	GS	GC	+/-	PTS
1	Polonia Środa	7	23	11	+12	19
2	Luzino	7	20	8	+12	16
3	Grom Nowy Staw	7	18	19	-1	7
4	Stargard Szczeciński	7	16	15	+1	10
5	Kluczevia Stargard	7	15	13	+2	13
6	Lech Poznań II	7	15	14	+1	11
7	Gedania Gdansk	7	15	19	-4	6
8	Flota Świnoujście	7	14	9	+5	13
9	Noteć Czarnków	7	14	11	+3	12
10	Wda Świecie	7	13	7	+6	17
11	Kalisz	7	13	8	+5	12
12	Kotwica Kórnik	7	12	15	-3	7
13	Chemik Bydgoszcz	7	10	15	-5	6
14	Elana Toruń	7	10	17	-7	5
15	Bałtyk Koszalin	7	8	9	-1	9
16	Unia Swarzędz	7	7	12	-5	7
17	Lipno Stęszew	7	7	16	-9	1
18	Victoria Września	7	7	19	-12	4