Prediction Audit: Volos NFC vs Iraklis 1908 Prediction, Odds & AI Betting Tips

Volos NFC

Aug 29, 2026 - 16:30

1 1.41

1 1.35

xG Accuracy: 81%

Iraklis 1908

The model missed the final outcome (Draw 1–1).

The model had projected Volos NFC at 37.1%, but the full-time result went the other way.

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 Over 2.5 Under 2.5 (2 goals) ✖ Incorrect
Both Teams To Score BTTS Yes Yes ✔ Correct
1X2 Volos NFC Draw ✖ Incorrect
Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 1-1 ✔ Correct

Model vs Closing Market

Outcome	Model	Closing Market	Difference	Signal
Volos NFC	37.1%	48.1%	-11.0 pp	Market Higher
Draw	28.6%	27.2%	+1.4 pp	Aligned
Iraklis 1908	34.3%	24.8%	+9.6 pp	Model Higher

The closing market estimates Volos NFC's win probability at 48.1%, compared with the model's estimate of 37.1%, a difference of 11.0 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 result was Draw 1–1.

Market Assessment

The market is materially more optimistic about Volos NFC 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

Both Teams To Score (Yes) matched the full-time result
Exact score 1–1 fell within the model's highlighted bins

What failed

Over / Under 2.5: model leaned Over 2.5; match finished Under 2.5 (2 goals)
1X2: model leaned Volos NFC; match finished Draw

Market lesson

The closing market differed from the model on Volos NFC by 11.0 percentage points (48.1% vs model 37.1%) — in this case the market view proved closer.

Premium betting site stake: New users can use the promo code FHn2uDc1 to receive $100 cash.

Prediction Timeline

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

Aug 29, 2026 · 19:53 UTC Forecast generated
- Model 1X2 · Volos NFC 37.0% · Draw 28.6% · Iraklis 1908 34.4%
- xG · Volos NFC 1.41 — Iraklis 1908 1.35
Aug 29, 2026 · 16:02 UTC Opening odds snapshot PRE30
- 1X2 odds · Volos NFC 2.00 · Draw 3.54 · Iraklis 1908 3.88
- Implied 1X2 · Volos NFC 48.1% · Draw 27.2% · Iraklis 1908 24.8%
- Bookmaker · Pinnacle
Aug 29, 2026 · 16:31 UTC Closing snapshot recorded PRE1
- 1X2 odds · Volos NFC 2.00 · Draw 3.54 · Iraklis 1908 3.88
- Implied 1X2 · Volos NFC 48.1% · Draw 27.2% · Iraklis 1908 24.8%
- Bookmaker · Pinnacle
Aug 29, 2026 · 16:30 UTC Kickoff
FT Full-time result Draw · 1–1
FT Prediction missed 1X2 lean did not match 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 Missed

Pre-match metrics (historical context)

Prediction Reliability 57/100 · 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) 44/100

Betting Confidence 45/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 23, 2026 · 04:31 UTC Snapshot ID: dp-5157160

Closing Odds 2.0

AI Fair Odds —

CLV Pending

Final Result Draw · Volos NFC 1–1 Iraklis 1908

Prediction ✖ Missed

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: Super League 1
Fixture: Volos NFC vs Iraklis 1908
Kickoff: 2026-08-29 16:30:00
1X2 (model): Home 50.0% · Draw 50.0% · Away 0.0%
xG (showing): Volos NFC 1.41 — Iraklis 1908 1.35 (total xG ≈ 2.76)
Value headline: None — no positive EV could be estimated on tracked lines at current best prices (missing odds or thin book depth).
Structural leans (not bets): See the Over/Under and BTTS cards for any directional lean text.
BTTS (model): Yes N/A · No N/A
Correct score (top bin): N/A

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.

If lines move materially, re-run generation or refresh — implied probabilities and any future EV readouts will change first.

Historical Recommendation

Historical Decision: Monitor

Outcome: Missed — Pre-match 1X2 lean did not match 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 28, 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