Predictions / Football / England. League Two / Chesterfield vs Gillingham

Prediction Audit: Chesterfield vs Gillingham Prediction, Odds & AI Betting Tips

Chesterfield Chesterfield
Sep 01, 2026 - 18:45
1 1.82
1 1.48
xG Accuracy: 70%
Gillingham Gillingham

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

The model had projected Chesterfield at 44.5%, 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 Over 2.5 Under 2.5 (2 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Chesterfield Draw ✖ Incorrect
  • Correct Score Insights 1-1, 2-1, 1-2, 1-0, 2-2 1-1 ✔ Correct

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 Chesterfield; match finished Draw

Market lesson

The full-time result was Draw 1–1, which did not match the model's pre-match lean on 1X2.

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Prediction Timeline

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

  1. Sep 01, 2026 · 18:44 UTC Forecast generated
    • xG · Chesterfield 1.82 — Gillingham 1.48
  2. Sep 01, 2026 · 18:45 UTC Kickoff
  3. FT Full-time result Draw · 1–1
  4. FT Prediction missed 1X2 lean did not match 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 Missed
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: Aug 26, 2026 · 02:33 UTC Snapshot ID: dp-5506016

Closing Odds Pending
AI Fair Odds —
CLV Pending
Final Result Draw · Chesterfield 1–1 Gillingham
Prediction ✖ Missed
Decision Grade F

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: League Two
  • Fixture: Chesterfield vs Gillingham
  • Kickoff: 2026-09-01 18:45:00
  • 1X2 (model): Home 44.5% · Draw 25.3% · Away 30.2%
  • xG (showing): Chesterfield 1.82 — Gillingham 1.48 (total xG ≈ 3.3)
  • Value headline: At least one tracked line reaches the headline EV threshold — align with the hero / Primary card if shown.
  • Structural leans (not bets): Structural lean (model): O/U 2.5 Over 2.5 (Under 2.5 35.9% · Over 2.5 64.1%); BTTS Yes (Yes 66.0% · No 34.0%) Value lean (pricing): O/U 2.5 Over 2.5; BTTS Yes
  • BTTS (model): Yes 66.0% · No 34.0%
  • Correct score (top bin): 1-1 (9.9%)

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.

Prefer skipping to over-staking when the engine is honest about missing edge.

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

October 16, 2026 (UTC)

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League Two League Two — Standings
# TEAM MP W D L PTS
1 Salford City 9 5 1 3 16
2 Barnet 7 4 3 0 15
3 Crewe 9 3 6 0 15
4 Cheltenham 9 4 3 2 15
5 Bristol Rovers 9 5 0 4 15
6 York 8 4 2 2 14
7 Walsall 8 3 5 0 14
8 Chesterfield 9 4 2 3 14
9 Grimsby 9 3 4 2 13
10 Gillingham 9 3 4 2 13
11 Rochdale 9 4 1 4 13
12 Tranmere 9 2 5 2 11
13 Swindon Town 9 3 2 4 11
14 Shrewsbury 9 3 2 4 11
15 Newport County 9 2 4 3 10
16 Accrington ST 9 2 4 3 10
17 Rotherham 9 2 4 3 10
18 Fleetwood Town 9 2 4 3 10
19 Colchester 8 2 4 2 10
20 Exeter City 9 2 3 4 9
21 Oldham 8 2 1 5 7
22 Northampton 7 1 3 3 6
23 Port Vale 7 1 2 4 5
24 Crawley Town 7 1 1 5 4
# TEAM MP GS GC +/- PTS
1 Barnet 7 17 10 +7 15
2 York 8 16 10 +6 14
3 Cheltenham 9 16 14 +2 15
4 Chesterfield 9 15 12 +3 14
5 Bristol Rovers 9 14 14 0 15
6 Salford City 9 13 10 +3 16
7 Grimsby 9 13 10 +3 13
8 Accrington ST 9 13 14 -1 10
9 Tranmere 9 12 12 0 11
10 Newport County 9 12 12 0 10
11 Walsall 8 11 5 +6 14
12 Crewe 9 11 7 +4 15
13 Gillingham 9 11 9 +2 13
14 Rotherham 9 11 12 -1 10
15 Rochdale 9 10 11 -1 13
16 Colchester 8 10 12 -2 10
17 Fleetwood Town 9 9 10 -1 10
18 Swindon Town 9 9 13 -4 11
19 Oldham 8 9 13 -4 7
20 Shrewsbury 9 9 14 -5 11
21 Crawley Town 7 6 13 -7 4
22 Exeter City 9 5 6 -1 9
23 Northampton 7 3 6 -3 6
24 Port Vale 7 3 9 -6 5
# TEAM MP xG xGC +/- PTS
1 Accrington ST 9 3.6 0.6 +3.0 10
2 Port Vale 7 4.5 2.1 +2.4 5
3 Crewe 9 3.0 1.5 +1.5 15
4 Shrewsbury 9 3.7 2.5 +1.2 11
5 Fleetwood Town 9 3.6 2.4 +1.2 10
6 Walsall 8 4.3 3.4 +0.9 14
7 York 8 3.9 3.0 +0.9 14
8 Newport County 9 1.6 0.7 +0.9 10
9 Barnet 7 4.7 4.0 +0.7 15
10 Bristol Rovers 9 4.2 3.5 +0.7 15
11 Tranmere 9 3.3 2.6 +0.7 11
12 Rotherham 9 3.3 2.6 +0.7 10
13 Oldham 8 1.7 1.5 +0.2 7
14 Northampton 7 2.6 2.6 0.0 6
15 Crawley Town 7 2.8 3.2 -0.4 4
16 Salford City 9 2.6 3.1 -0.5 16
17 Gillingham 9 3.6 4.6 -1.0 13
18 Chesterfield 9 3.0 4.0 -1.0 14
19 Exeter City 9 2.4 3.5 -1.1 9
20 Rochdale 9 0.6 2.1 -1.5 13
21 Swindon Town 9 1.0 2.9 -1.9 11
22 Cheltenham 9 1.0 3.0 -2.0 15
23 Grimsby 9 2.5 4.7 -2.2 13
24 Colchester 8 1.2 4.7 -3.5 10
League Two England. League Two Predictions