Prediction Audit: Yeovil Town vs Carlisle Prediction, Odds & AI Betting Tips

Yeovil Town

Aug 15, 2026 - 14:00

1 1.14

1 1.46

xG Accuracy: 85%

Carlisle

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

The model had projected Carlisle at 42.9%, but the full-time result went the other way.

Tracked markets vs full-time result

Prediction grade C

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 (2 goals) ✔ Correct
Both Teams To Score BTTS Yes Yes ✔ Correct
1X2 Carlisle Draw ✖ Incorrect
Correct Score Insights 1-1, 0-1, 1-2, 1-0, 0-2 1-1 ✔ Correct

Model vs Closing Market

Outcome	Model	Closing Market	Difference	Signal
Yeovil Town	27.9%	24.3%	+3.6 pp	Aligned
Draw	29.2%	25.2%	+4.0 pp	Aligned
Carlisle	42.9%	50.5%	-7.6 pp	Market Higher

The closing market estimates Carlisle's win probability at 50.5%, compared with the model's estimate of 42.9%, a difference of 7.6 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 and model broadly agree on Carlisle. 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

Both Teams To Score (Yes) matched the full-time result
Under 2.5 goals aligned with the xG profile
Exact score 1–1 fell within the model's highlighted bins

What failed

1X2: model leaned Carlisle; match finished Draw

Market lesson

The closing market differed from the model on Carlisle by 7.6 percentage points (50.5% vs model 42.9%) — in this case the market view proved closer.

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Prediction Timeline

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

Aug 15, 2026 · 14:14 UTC Forecast generated
- Model 1X2 · Yeovil Town 27.9% · Draw 29.2% · Carlisle 42.9%
- xG · Yeovil Town 1.14 — Carlisle 1.46
Aug 15, 2026 · 13:48 UTC Opening odds snapshot PRE30
- 1X2 odds · Yeovil Town 3.90 · Draw 3.77 · Carlisle 1.88
- Implied 1X2 · Yeovil Town 24.3% · Draw 25.2% · Carlisle 50.5%
- Bookmaker · Pinnacle
Aug 15, 2026 · 14:14 UTC Closing snapshot recorded PRE1
- 1X2 odds · Yeovil Town 3.90 · Draw 3.77 · Carlisle 1.88
- Implied 1X2 · Yeovil Town 24.3% · Draw 25.2% · Carlisle 50.5%
- Bookmaker · Pinnacle
Aug 15, 2026 · 14:00 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: Observe

Historical Decision No Primary Bet

Outcome Missed

Pre-match metrics (historical context)

Prediction Reliability 75/100 · High

Validation: Pass

Evidence ★★★★★

No strong statistical edge
Direction agrees with model lean
Validation passed

Pricing proximity (inverse gap) 61/100

Betting Confidence 78/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 09, 2026 · 02:15 UTC Snapshot ID: dp-3353817

Closing Odds 1.88

AI Fair Odds —

CLV Pending

Final Result Draw · Yeovil Town 1–1 Carlisle

Prediction ✖ Missed

Decision Grade C

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

Below is a compact, numbers-first snapshot aligned with the same engine as the cards above.

League: National League
Fixture: Yeovil Town vs Carlisle
Kickoff: 2026-08-15 14:00:00
1X2 (model): Home 27.9% · Draw 29.2% · Away 42.9%
xG (showing): Yeovil Town 1.14 — Carlisle 1.46 (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 53.8% · No 46.2%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
BTTS (model): Yes 53.8% · No 46.2%
Correct score (top bin): 1-1 (12.4%)

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: No Primary Bet

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 29, 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