Prediction Audit: Panetolikos vs Asteras Tripolis Prediction, Odds & AI Betting Tips

Panetolikos

Aug 23, 2026 - 18:30

3 1.07

1 0.71

xG Accuracy: 54%

Asteras Tripolis

AI correctly predicted the Panetolikos win.

The match finished 3–1, 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 No Yes ✖ Incorrect
1X2 Panetolikos Panetolikos ✔ Correct
Correct Score Insights 1-0, 0-0, 1-1, 0-1, 2-0 3-1 ✖ Incorrect

Model vs Closing Market

Outcome	Model	Closing Market	Difference	Signal
Panetolikos	39.0%	31.8%	+7.2 pp	Model Higher
Draw	34.8%	31.3%	+3.5 pp	Aligned
Asteras Tripolis	26.2%	36.9%	-10.7 pp	Market Higher

The closing market estimates Asteras Tripolis's win probability at 36.9%, compared with the model's estimate of 26.2%, a difference of 10.7 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 (Panetolikos win 3–1).

Market Assessment

The market is materially more optimistic about Asteras Tripolis 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

Panetolikos attacking xG significantly stronger (1.07 vs 0.71)

What failed

Both Teams To Score: model leaned BTTS No; match finished BTTS Yes
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 Panetolikos higher (49.7% vs model 39.0%, 10.7 pp), but the model's lean was validated (Panetolikos win 3–1).

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Prediction Timeline

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

Aug 23, 2026 · 19:40 UTC Forecast generated
- Model 1X2 · Panetolikos 39.1% · Draw 34.7% · Asteras Tripolis 26.2%
- xG · Panetolikos 1.07 — Asteras Tripolis 0.71
Aug 23, 2026 · 18:03 UTC Opening odds snapshot PRE30
- 1X2 odds · Panetolikos 3.03 · Draw 3.08 · Asteras Tripolis 2.61
- Implied 1X2 · Panetolikos 31.8% · Draw 31.3% · Asteras Tripolis 36.9%
- Bookmaker · Pinnacle
Aug 23, 2026 · 18:30 UTC Closing snapshot recorded PRE1
- 1X2 odds · Panetolikos 3.03 · Draw 3.08 · Asteras Tripolis 2.61
- Implied 1X2 · Panetolikos 31.8% · Draw 31.3% · Asteras Tripolis 36.9%
- Bookmaker · Pinnacle
Aug 23, 2026 · 18:30 UTC Kickoff
FT Full-time result Panetolikos win · 3–1
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 58/100 · Moderate

Validation: Warning
Large market gap (11 pp)

Evidence ★★★★★

No strong statistical edge
Market has already priced much of the edge
Validation warning

Pricing proximity (inverse gap) 16/100

Monitoring Confidence 20/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 17, 2026 · 01:50 UTC Snapshot ID: dp-4370848

Closing Odds 2.61

AI Fair Odds —

CLV Pending

Final Result Panetolikos win · Panetolikos 3–1 Asteras Tripolis

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

Quick read on how the model reads this matchup.

League: Super League 1
Fixture: Panetolikos vs Asteras Tripolis
Kickoff: 2026-08-23 18:30:00
1X2 (model): Home 39.1% · Draw 34.7% · Away 26.2%
xG (showing): Panetolikos 1.07 — Asteras Tripolis 0.71 (total xG ≈ 1.78)
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 73.6% · Over 2.5 26.4%); BTTS No (Yes 35.1% · No 64.9%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS No
BTTS (model): Yes 35.1% · No 64.9%
Correct score (top bin): 1-0 (18.0%)

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: 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 29, 2026 (UTC)

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Super League 1 — Standings

#	TEAM	MP	W	D	L	PTS
1	Panathinaikos	5	5	0	0	15
2	PAOK	5	4	0	1	12
3	AEK Athens FC	5	3	2	0	11
4	OFI	5	3	1	1	10
5	Olympiakos Piraeus	5	3	1	1	10
6	Panetolikos	5	3	0	2	9
7	Aris Thessalonikis	5	2	1	2	7
8	Iraklis 1908	5	1	3	1	6
9	Kifisia	5	1	2	2	5
10	Kalamata	5	1	1	3	4
11	Atromitos	5	0	2	3	2
12	Asteras Tripolis	5	0	2	3	2
13	Volos NFC	5	0	2	3	2
14	Levadiakos	5	0	1	4	1

#	TEAM	MP	GS	GC	+/-	PTS
1	AEK Athens FC	5	13	3	+10	11
2	Panathinaikos	5	12	2	+10	15
3	PAOK	5	12	5	+7	12
4	OFI	5	8	4	+4	10
5	Panetolikos	5	8	7	+1	9
6	Kalamata	5	6	8	-2	4
7	Aris Thessalonikis	5	5	10	-5	7
8	Olympiakos Piraeus	5	4	2	+2	10
9	Iraklis 1908	5	4	6	-2	6
10	Kifisia	5	4	7	-3	5
11	Atromitos	5	4	7	-3	2
12	Asteras Tripolis	5	4	9	-5	2
13	Volos NFC	5	4	9	-5	2
14	Levadiakos	5	0	9	-9	1

#	TEAM	MP	xG	xGC	+/-	PTS
1	Olympiakos Piraeus	5	4.9	1.1	+3.8	10
2	Aris Thessalonikis	5	4.5	2.8	+1.7	7
3	Panathinaikos	5	3.9	2.2	+1.7	15
4	Kifisia	5	2.2	1.1	+1.1	5
5	AEK Athens FC	5	2.5	1.5	+1.0	11
6	Panetolikos	5	3.0	2.2	+0.8	9
7	PAOK	5	4.7	4.3	+0.4	12
8	Asteras Tripolis	5	3.0	3.1	-0.1	2
9	OFI	5	3.4	3.7	-0.3	10
10	Volos NFC	5	0.8	1.4	-0.6	2
11	Iraklis 1908	5	1.3	3.0	-1.7	6
12	Levadiakos	5	1.6	3.4	-1.8	1
13	Kalamata	5	2.9	5.4	-2.5	4
14	Atromitos	5	1.7	5.1	-3.4	2