Predictions / Football / England. National League - North / Bedford Town vs Hereford

Prediction Audit: Bedford Town vs Hereford Prediction, Odds & AI Betting Tips

Bedford Town Bedford Town
Sep 26, 2026 - 14:00
1 1.31
1 1.29
xG Accuracy: 85%
Hereford Hereford

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

The model had projected Bedford Town at 35.6%, 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 (2 goals) ✔ Correct
  • Both Teams To Score BTTS No Yes ✖ Incorrect
  • 1X2 Bedford Town Draw ✖ Incorrect
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 1-1 ✔ Correct

Model vs Closing Market

Moderate Disagreement

The model rates Draw considerably stronger than the closing betting market.

Largest probability gap: Draw +5.9 pp

Outcome Model Closing Market Difference Signal
Bedford Town 35.6% 35.7% -0.1 pp Aligned
Draw 29.6% 23.8% +5.9 pp Model Higher
Hereford 34.7% 40.5% -5.8 pp Market Higher

The statistical model estimates Draw's win probability at 29.6%, compared with the closing market's implied probability of 23.8%, a difference of 5.9 percentage points. This highlights a substantial disagreement between the model's assessment and the market consensus, rather than 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: PRE5.

After full time, the result was Draw 1–1.

Market Assessment

The fair estimate shows a modest edge over current market pricing on Draw.

  • 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 1–1 fell within the model's highlighted bins

What failed

  • Both Teams To Score: model leaned BTTS No; match finished BTTS Yes
  • 1X2: model leaned Bedford Town; match finished Draw

Market lesson

The closing market differed from the model on Bedford Town by 5.9 percentage points (29.7% vs model 35.6%) — in this case the market view proved closer.

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Prediction Timeline

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

  1. Sep 26, 2026 · 14:04 UTC Forecast generated
    • Model 1X2 · Bedford Town 35.6% · Draw 29.7% · Hereford 34.7%
    • xG · Bedford Town 1.31 — Hereford 1.29
  2. Sep 26, 2026 · 13:42 UTC Opening odds snapshot PRE30
    • 1X2 odds · Bedford Town 2.60 · Draw 3.91 · Hereford 2.29
    • Implied 1X2 · Bedford Town 35.7% · Draw 23.8% · Hereford 40.5%
    • Bookmaker · Pinnacle
  3. Sep 26, 2026 · 14:04 UTC Closing snapshot recorded PRE5
    • 1X2 odds · Bedford Town 2.60 · Draw 3.91 · Hereford 2.29
    • Implied 1X2 · Bedford Town 35.7% · Draw 23.8% · Hereford 40.5%
    • Bookmaker · Pinnacle
  4. Sep 26, 2026 · 14:00 UTC Kickoff
  5. FT Full-time result Draw · 1–1
  6. FT Prediction missed 1X2 lean did not match full-time result
  7. 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 76/100 · High
  • Validation: Pass
Evidence ★★★★★
  • No strong statistical edge
  • Direction agrees with model lean
  • Validation passed
Market Compatibility 24/100
Monitoring Confidence 34/100

Validation Report

Immutable Snapshot

Prediction Time: Sep 21, 2026 · 01:51 UTC Snapshot ID: dp-10099817

Closing Odds 3.91
AI Fair Odds —
CLV Pending
Final Result Draw · Bedford Town 1–1 Hereford
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 - North
  • Fixture: Bedford Town vs Hereford
  • Kickoff: 2026-09-26 14:00:00
  • 1X2 (model): Home 35.6% · Draw 29.7% · Away 34.7%
  • xG (showing): Bedford Town 1.31 — Hereford 1.29 (total xG ≈ 2.6)
  • Primary / headline line (Betting Primary Pick when shown): Under 2.5 goals
  • Model: 51.8% · Implied: 42.2% · Probability edge: +9.6 pts · Est. EV: +19.1%
  • BTTS (model): Yes 54.5% · No 45.5%
  • Correct score (top bin): 1-1 (12.6%)

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

1X2 can look balanced even when side markets show clearer structure.

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 30, 2026 (UTC)

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National League - North National League - North — Standings
# TEAM MP W D L PTS
1 Hereford 9 7 1 1 22
2 Oxford City 9 6 1 2 19
3 Macclesfield 9 5 3 1 18
4 Spalding United 9 5 2 2 17
5 Hebburn Town 9 5 2 2 17
6 South Shields 8 5 2 1 17
7 Buxton 9 5 1 3 16
8 Bedford Town 9 5 0 4 15
9 Chester 9 4 2 3 14
10 Morecambe 9 4 1 4 13
11 Merthyr Town 9 3 4 2 13
12 King's Lynn Town 9 4 1 4 13
13 Harborough Town 9 3 3 3 12
14 Worksop Town 9 4 0 5 12
15 Scarborough Athletic 9 3 2 4 11
16 Chorley 9 3 2 4 11
17 Marine 9 3 0 6 9
18 AFC Telford United 9 2 3 4 9
19 Hednesford Town 9 2 3 4 9
20 Southport 9 2 2 5 8
21 Brackley Town 8 2 2 4 8
22 Radcliffe 9 2 0 7 6
23 Darlington 1883 9 2 0 7 6
24 Spennymoor Town 9 1 3 5 6
# TEAM MP GS GC +/- PTS
1 Hereford 9 21 4 +17 22
2 Buxton 9 18 14 +4 16
3 Oxford City 9 17 6 +11 19
4 Hebburn Town 9 15 15 0 17
5 King's Lynn Town 9 15 15 0 13
6 Scarborough Athletic 9 14 11 +3 11
7 Chorley 9 14 16 -2 11
8 Spalding United 9 13 6 +7 17
9 Morecambe 9 13 8 +5 13
10 Bedford Town 9 13 13 0 15
11 Hednesford Town 9 13 16 -3 9
12 Macclesfield 9 12 6 +6 18
13 Merthyr Town 9 11 9 +2 13
14 Southport 9 11 18 -7 8
15 Darlington 1883 9 11 20 -9 6
16 Harborough Town 9 10 11 -1 12
17 Marine 9 10 11 -1 9
18 Chester 9 9 8 +1 14
19 South Shields 8 9 10 -1 17
20 Worksop Town 9 9 12 -3 12
21 Spennymoor Town 9 9 19 -10 6
22 AFC Telford United 9 8 10 -2 9
23 Radcliffe 9 8 16 -8 6
24 Brackley Town 8 7 16 -9 8