Prediction Audit: Hartlepool vs Woking Prediction, Odds & AI Betting Tips

Hartlepool

Sep 05, 2026 - 14:00

1 1.25

0 1.35

xG Accuracy: 64%

Woking

The model missed the final outcome (Hartlepool win 1–0).

The model had projected Woking at 37.5%, 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 Under 2.5 Under 2.5 (1 goals) ✔ Correct
Both Teams To Score BTTS Yes No ✖ Incorrect
1X2 Woking Hartlepool ✖ Incorrect
Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 1-0 ✔ Correct

Model vs Closing Market

Outcome	Model	Closing Market	Difference	Signal
Hartlepool	32.9%	42.0%	-9.1 pp	Market Higher
Draw	29.6%	27.1%	+2.5 pp	Aligned
Woking	37.5%	30.9%	+6.6 pp	Model Higher

The closing market estimates Hartlepool's win probability at 42.0%, compared with the model's estimate of 32.9%, a difference of 9.1 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 Hartlepool win 1–0.

Market Assessment

The market and model broadly agree on Hartlepool. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.

Monitor line movement before kickoff — not a betting recommendation.

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
1X2: model leaned Woking; match finished Hartlepool

Market lesson

The closing market differed from the model on Woking by 9.1 percentage points (46.6% vs model 37.5%) — in this case the market view proved closer.

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Prediction Timeline

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

Sep 05, 2026 · 14:17 UTC Forecast generated
- Model 1X2 · Hartlepool 32.9% · Draw 29.6% · Woking 37.6%
- xG · Hartlepool 1.25 — Woking 1.35
Sep 05, 2026 · 13:50 UTC Opening odds snapshot PRE30
- 1X2 odds · Hartlepool 2.27 · Draw 3.51 · Woking 3.08
- Implied 1X2 · Hartlepool 42.0% · Draw 27.1% · Woking 30.9%
- Bookmaker · Pinnacle
Sep 05, 2026 · 14:17 UTC Closing snapshot recorded PRE1
- 1X2 odds · Hartlepool 2.27 · Draw 3.51 · Woking 3.08
- Implied 1X2 · Hartlepool 42.0% · Draw 27.1% · Woking 30.9%
- Bookmaker · Pinnacle
Sep 05, 2026 · 14:00 UTC Kickoff
FT Full-time result Hartlepool win · 1–0
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 74/100 · High

Validation: Pass

Evidence ★★★★★

No strong statistical edge
Direction agrees with model lean
Validation passed

Pricing proximity (inverse gap) 18/100

Monitoring Confidence 33/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 30, 2026 · 02:44 UTC Snapshot ID: dp-6148023

Closing Odds 2.27

AI Fair Odds —

CLV Pending

Final Result Hartlepool win · Hartlepool 1–0 Woking

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: National League
Fixture: Hartlepool vs Woking
Kickoff: 2026-09-05 14:00:00
1X2 (model): Home 32.9% · Draw 29.6% · Away 37.6%
xG (showing): Hartlepool 1.25 — Woking 1.35 (total xG ≈ 2.6)
Value headline: None (actionable) — best tracked EV is about +0.8%, still below the +2.0% minimum for a headline / default stake (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 (12.5%)

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.

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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National League — Standings

#	TEAM	MP	W	D	L	PTS
1	Boreham Wood	9	7	2	0	23
2	Southend	9	6	2	1	20
3	Kidderminster Harriers	9	5	3	1	18
4	AFC Fylde	9	5	2	2	17
5	Harrogate Town	9	5	1	3	16
6	Sutton Utd	9	5	1	3	16
7	Yeovil Town	9	4	3	2	15
8	Aldershot Town	9	4	3	2	15
9	AFC Hornchurch	9	5	0	4	15
10	Altrincham	9	5	0	4	15
11	Worthing	9	4	2	3	14
12	Eastleigh	9	4	2	3	14
13	FC Halifax Town	9	4	1	4	13
14	Forest Green	9	4	1	4	13
15	Boston United	9	3	2	4	11
16	Carlisle	9	2	4	3	10
17	Barrow	9	2	3	4	9
18	Woking	9	2	3	4	9
19	Hartlepool	9	3	0	6	9
20	Wealdstone	9	2	2	5	8
21	Tamworth	9	2	2	5	8
22	Scunthorpe	9	2	1	6	7
23	Solihull Moors	9	1	1	7	4
24	Gateshead	9	1	1	7	4

#	TEAM	MP	GS	GC	+/-	PTS
1	Boreham Wood	9	23	11	+12	23
2	Southend	9	23	12	+11	20
3	AFC Fylde	9	20	13	+7	17
4	Harrogate Town	9	20	16	+4	16
5	Yeovil Town	9	18	14	+4	15
6	Worthing	9	17	15	+2	14
7	Carlisle	9	16	14	+2	10
8	Tamworth	9	16	23	-7	8
9	FC Halifax Town	9	14	11	+3	13
10	Kidderminster Harriers	9	13	7	+6	18
11	Boston United	9	13	13	0	11
12	Forest Green	9	13	14	-1	13
13	Altrincham	9	12	15	-3	15
14	Eastleigh	9	11	10	+1	14
15	AFC Hornchurch	9	11	12	-1	15
16	Barrow	9	11	12	-1	9
17	Wealdstone	9	11	15	-4	8
18	Scunthorpe	9	11	15	-4	7
19	Aldershot Town	9	10	7	+3	15
20	Sutton Utd	9	10	10	0	16
21	Woking	9	10	12	-2	9
22	Solihull Moors	9	9	23	-14	4
23	Hartlepool	9	7	11	-4	9
24	Gateshead	9	6	20	-14	4