Prediction Audit: Members vs LDF Prediction, Odds & AI Betting Tips

Aug 30, 2026 - 13:00
0 1.08
0 1.52
xG Accuracy: 49%

The model missed the final outcome (Draw 0–0).

The model had projected LDF at 45.8%, 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 (0 goals) ✔ Correct
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 LDF Draw ✖ Incorrect
  • Correct Score Insights 1-1, 0-1, 1-2, 0-2, 1-0 0-0 ✖ Incorrect

Post Match Insights

What worked

  • Under 2.5 goals aligned with the xG profile

What failed

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

Market lesson

The full-time result was Draw 0–0, 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. Aug 27, 2026 · 00:50 UTC Forecast generated
    • xG · Members 1.08 — LDF 1.52
  2. Aug 30, 2026 · 13:00 UTC Kickoff
  3. FT Full-time result Draw · 0–0
  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 27, 2026 · 00:50 UTC Snapshot ID: dp-5612177

Closing Odds Pending
AI Fair Odds —
CLV Pending
Final Result Draw · Members 0–0 LDF
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: Premier League
  • Fixture: Members vs LDF
  • Kickoff: 2026-08-30 13:00:00
  • 1X2 (model): Home 25.4% · Draw 28.8% · Away 45.8%
  • xG (showing): Members 1.08 — LDF 1.52 (total xG ≈ 2.6)
  • Value headline: None — no positive EV could be estimated on tracked lines at current best prices (missing odds or thin book depth).
  • 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 53.2% · No 46.8%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 53.2% · No 46.8%
  • Correct score (top bin): 1-1 (12.2%)

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 28, 2026 (UTC)

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Premier League Premier League — Standings
# TEAM MP W D L PTS
1 Lioli 4 3 1 0 10
2 Bantu 4 3 1 0 10
3 Matlama 3 3 0 0 9
4 Linare 4 3 0 1 9
5 Majantja 4 2 1 1 7
6 LCS 4 2 0 2 6
7 Manonyane 3 1 2 0 5
8 Limkokwing University 4 1 2 1 5
9 LDF 4 1 2 1 5
10 Lijabatho 2 1 1 0 4
11 Lifofane 4 1 1 2 4
12 SC Villa 4 1 0 3 3
13 Mzamane 4 1 0 3 3
14 Members 4 0 2 2 2
15 LMPS 4 0 1 3 1
16 Machokha 4 0 0 4 0
# TEAM MP GS GC +/- PTS
1 Lioli 4 12 4 +8 10
2 Linare 4 11 7 +4 9
3 Bantu 4 10 5 +5 10
4 Matlama 3 9 2 +7 9
5 Manonyane 3 9 5 +4 5
6 Lijabatho 2 8 0 +8 4
7 Majantja 4 6 4 +2 7
8 LCS 4 6 5 +1 6
9 Limkokwing University 4 5 6 -1 5
10 LDF 4 4 6 -2 5
11 Lifofane 4 4 7 -3 4
12 LMPS 4 3 9 -6 1
13 SC Villa 4 2 4 -2 3
14 Machokha 4 2 11 -9 0
15 Members 4 1 6 -5 2
16 Mzamane 4 1 12 -11 3