Predictions / Football / England. National League / Aldershot Town vs Carlisle

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

Oct 03, 2026 - 14:00
1 1.13
3 1.47
xG Accuracy: 63%

AI correctly predicted the Carlisle win.

The match finished 1–3, 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 Carlisle Carlisle ✔ Correct
  • Correct Score Insights 1-1, 0-1, 1-2, 1-0, 0-2 1-3 ✖ Incorrect

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 4 goals materialised

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

The model's directional lean matched the full-time result (Carlisle win 1–3).

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Prediction Timeline

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

  1. Oct 03, 2026 · 13:57 UTC Forecast generated
    • xG · Aldershot Town 1.13 — Carlisle 1.47
  2. Oct 03, 2026 · 14:00 UTC Kickoff
  3. FT Full-time result Carlisle win · 1–3
  4. FT Prediction validated Directional lean matched full-time result
  5. 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 Validated
Pre-match metrics (historical context)
Prediction Reliability 57/100 · Moderate
  • Validation: Pending
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation pending
Market Compatibility 100/100
Betting Confidence 59/100

Validation Report

Immutable Snapshot

Prediction Time: Sep 27, 2026 · 02:36 UTC Snapshot ID: dp-11242351

Closing Odds Pending
AI Fair Odds —
CLV Pending
Final Result Carlisle win · Aldershot Town 1–3 Carlisle
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

Pre-match snapshot for this fixture.

  • League: National League
  • Fixture: Aldershot Town vs Carlisle
  • Kickoff: 2026-10-03 14:00:00
  • 1X2 (model): Home 27.5% · Draw 29.2% · Away 43.3%
  • xG (showing): Aldershot Town 1.13 — Carlisle 1.47 (total xG ≈ 2.6)
  • Primary / headline line (Betting Primary Pick when shown): Under 2.5 goals
  • Model: 51.8% · Implied: 38.0% · Probability edge: +13.8 pts · Est. EV: +32.1%
  • BTTS (model): Yes 53.7% · No 46.3%
  • Correct score (top bin): 1-1 (12.3%)

Totals and BTTS are evaluated against current market prices where available.

Correct score remains high-variance even when a line is most likely on paper.

Historical Recommendation

Historical Decision: No Primary Bet

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

October 14, 2026 (UTC)

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Back to Predictions
National League National League — Standings
# TEAM MP W D L PTS
1 Boreham Wood 12 10 2 0 32
2 Harrogate Town 12 8 1 3 25
3 Southend 12 7 3 2 24
4 Yeovil Town 12 6 4 2 22
5 Worthing 12 6 3 3 21
6 Altrincham 12 7 0 5 21
7 AFC Fylde 12 6 2 4 20
8 Kidderminster Harriers 12 5 4 3 19
9 Barrow 12 5 3 4 18
10 Aldershot Town 12 5 3 4 18
11 Sutton Utd 12 5 3 4 18
12 AFC Hornchurch 12 6 0 6 18
13 FC Halifax Town 12 5 2 5 17
14 Carlisle 12 4 4 4 16
15 Woking 12 4 3 5 15
16 Forest Green 11 4 3 4 15
17 Eastleigh 12 4 3 5 15
18 Tamworth 12 4 2 6 14
19 Wealdstone 12 3 3 6 12
20 Boston United 12 3 3 6 12
21 Scunthorpe 11 3 1 7 10
22 Hartlepool 12 3 0 9 9
23 Solihull Moors 12 2 1 9 7
24 Gateshead 12 1 1 10 4
# TEAM MP GS GC +/- PTS
1 Boreham Wood 12 32 13 +19 32
2 Southend 12 29 18 +11 24
3 Harrogate Town 12 28 17 +11 25
4 Yeovil Town 12 26 15 +11 22
5 Carlisle 12 23 20 +3 16
6 Worthing 12 22 18 +4 21
7 AFC Fylde 12 22 18 +4 20
8 Barrow 12 20 15 +5 18
9 Woking 12 20 19 +1 15
10 Tamworth 12 20 28 -8 14
11 FC Halifax Town 12 18 14 +4 17
12 Aldershot Town 12 17 13 +4 18
13 Altrincham 12 17 18 -1 21
14 Forest Green 11 17 18 -1 15
15 Wealdstone 12 17 18 -1 12
16 Kidderminster Harriers 12 15 12 +3 19
17 Scunthorpe 11 15 19 -4 10
18 Sutton Utd 12 14 16 -2 18
19 Eastleigh 12 14 18 -4 15
20 Boston United 12 14 21 -7 12
21 AFC Hornchurch 12 13 19 -6 18
22 Solihull Moors 12 13 30 -17 7
23 Hartlepool 12 8 17 -9 9
24 Gateshead 12 7 27 -20 4