Predictions / Football / South-Korea. K4 League / Jungnang Chorus Mustang vs Namyangju

Prediction Audit: Jungnang Chorus Mustang vs Namyangju Prediction, Odds & AI Betting Tips

Aug 22, 2026 - 08:00
0 1.32
1 1.28
xG Accuracy: 64%

The model missed the final outcome (Namyangju win 0–1).

The model had projected Jungnang Chorus Mustang at 36.1%, 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 (1 goals) ✔ Correct
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 Jungnang Chorus Mustang Namyangju ✖ Incorrect
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 0-1 ✔ Correct

Model vs Closing Market

Strong Disagreement

The closing market prices Jungnang Chorus Mustang higher than the statistical model.

Largest probability gap: Jungnang Chorus Mustang -10.3 pp

Outcome Model Closing Market Difference Signal
Jungnang Chorus Mustang 36.1% 46.5% -10.3 pp Market Higher
Draw 29.6% 26.8% +2.9 pp Aligned
Namyangju 34.2% 26.8% +7.5 pp Model Higher

The closing market estimates Jungnang Chorus Mustang's win probability at 46.5%, compared with the model's estimate of 36.1%, a difference of 10.3 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 Namyangju win 0–1.

Market Assessment

The market is materially more optimistic about Jungnang Chorus Mustang than the current fair estimate.

  • Investors may be incorporating information not fully reflected in the baseline model.
  • Tournament-specific context can shift market pricing.

Post Match Insights

What worked

  • Under 2.5 goals aligned with the xG profile
  • Exact score 0–1 fell within the model's highlighted bins

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
  • 1X2: model leaned Jungnang Chorus Mustang; match finished Namyangju

Market lesson

The closing market differed from the model on Jungnang Chorus Mustang by 10.3 percentage points (46.5% vs model 36.1%) — 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. Aug 22, 2026 · 08:01 UTC Forecast generated
    • Model 1X2 · Jungnang Chorus Mustang 36.1% · Draw 29.7% · Namyangju 34.2%
    • xG · Jungnang Chorus Mustang 1.32 — Namyangju 1.28
  2. Aug 22, 2026 · 07:30 UTC Opening odds snapshot PRE30
    • 1X2 odds · Jungnang Chorus Mustang 1.93 · Draw 3.35 · Namyangju 3.35
    • Implied 1X2 · Jungnang Chorus Mustang 46.5% · Draw 26.8% · Namyangju 26.8%
    • Bookmaker · Pinnacle
  3. Aug 22, 2026 · 08:01 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Jungnang Chorus Mustang 1.93 · Draw 3.35 · Namyangju 3.35
    • Implied 1X2 · Jungnang Chorus Mustang 46.5% · Draw 26.8% · Namyangju 26.8%
    • Bookmaker · Pinnacle
  4. Aug 22, 2026 · 08:00 UTC Kickoff
  5. FT Full-time result Namyangju win · 0–1
  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 58/100 · Moderate
  • Validation: Warning
  • Large market gap (10 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 48/100
Betting Confidence 46/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 16, 2026 · 00:57 UTC Snapshot ID: dp-4210570

Closing Odds 1.93
AI Fair Odds —
CLV Pending
Final Result Namyangju win · Jungnang Chorus Mustang 0–1 Namyangju
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: K4 League
  • Fixture: Jungnang Chorus Mustang vs Namyangju
  • Kickoff: 2026-08-22 08:00:00
  • 1X2 (model): Home 36.1% · Draw 29.7% · Away 34.2%
  • xG (showing): Jungnang Chorus Mustang 1.32 — Namyangju 1.28 (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 54.5% · No 45.5%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.5% · No 45.5%
  • Correct score (top bin): 1-1 (12.5%)

Saying “no value” on a snapshot is a feature, not a bug: it protects readers from forcing a play when the edge is not there.

If lines move materially, re-run generation or refresh — implied probabilities and any future EV readouts will change first.

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

October 01, 2026 (UTC)

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K4 League K4 League — Standings
# TEAM MP W D L PTS
1 Jinju Citizen 20 16 2 2 50
2 Jincheon 20 11 5 4 38
3 Namyangju 21 10 6 5 36
4 Jungnang Chorus Mustang 20 10 4 6 34
5 Geumsan Insam 21 8 8 5 32
6 Jecheon Citizen 21 7 7 7 28
7 Geoje Citizen 18 8 3 7 27
8 Pyeongchang United 20 8 2 10 26
9 Gijang United 20 8 2 10 26
10 Sejong SA 20 8 2 10 26
11 Haman 19 6 2 11 20
12 Seosan Pioneer 20 4 0 16 12
13 Pyeongtaek Citizen 20 2 5 13 11
# TEAM MP GS GC +/- PTS
1 Jinju Citizen 20 50 16 +34 50
2 Jincheon 20 38 20 +18 38
3 Jungnang Chorus Mustang 20 38 23 +15 34
4 Geumsan Insam 21 33 25 +8 32
5 Geoje Citizen 18 33 26 +7 27
6 Namyangju 21 30 26 +4 36
7 Sejong SA 20 29 40 -11 26
8 Gijang United 20 28 36 -8 26
9 Pyeongchang United 20 27 31 -4 26
10 Jecheon Citizen 21 26 31 -5 28
11 Haman 19 22 32 -10 20
12 Seosan Pioneer 20 22 46 -24 12
13 Pyeongtaek Citizen 20 20 44 -24 11