Prediction Audit: KPV-j vs VJS Prediction, Odds & AI Betting Tips

Aug 09, 2026 - 13:00
1 1.37
2 1.23
xG Accuracy: 73%

The model missed the final outcome (VJS win 1–2).

The model had projected KPV-j at 38.5%, 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 Under 2.5 Over 2.5 (3 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 KPV-j VJS ✖ Incorrect
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 1-2 ✔ Correct

Model vs Closing Market

Strong Disagreement

The closing market prices VJS higher than the statistical model.

Largest probability gap: VJS -35.9 pp

Outcome Model Closing Market Difference Signal
KPV-j 38.5% 14.5% +24.0 pp Model Edge
Draw 29.6% 17.6% +12.0 pp Model Edge
VJS 31.9% 67.9% -35.9 pp Market Higher

The closing market estimates VJS's win probability at 67.9%, compared with the model's estimate of 31.9%, a difference of 35.9 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: PRE5.

After full time, the result was VJS win 1–2.

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 3 goals materialised
  • Both Teams To Score (Yes) matched the full-time result
  • Exact score 1–2 fell within the model's highlighted bins

What failed

  • Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)
  • 1X2: model leaned KPV-j; match finished VJS

Market lesson

The closing market differed from the model on KPV-j by 35.9 percentage points (74.4% vs model 38.5%) — 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 09, 2026 · 12:56 UTC Forecast generated
    • Model 1X2 · KPV-j 38.5% · Draw 29.6% · VJS 31.9%
    • xG · KPV-j 1.37 — VJS 1.23
  2. Aug 09, 2026 · 12:31 UTC Opening odds snapshot PRE30
    • 1X2 odds · KPV-j 6.40 · Draw 5.28 · VJS 1.37
    • Implied 1X2 · KPV-j 14.5% · Draw 17.6% · VJS 67.9%
    • Bookmaker · Pinnacle
  3. Aug 09, 2026 · 12:56 UTC Closing snapshot recorded PRE5
    • 1X2 odds · KPV-j 6.40 · Draw 5.28 · VJS 1.37
    • Implied 1X2 · KPV-j 14.5% · Draw 17.6% · VJS 67.9%
    • Bookmaker · Pinnacle
  4. Aug 09, 2026 · 13:00 UTC Kickoff
  5. FT Full-time result VJS win · 1–2
  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: Cautious / Wait

Historical label: Originally displayed as "Wait for validation".

Historical Decision Wait
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 31/100 · Low
  • Validation: Fail
  • Large market gap (36 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market strongly disagrees on price
  • Validation failed
Pricing proximity (inverse gap) 0/100
Monitoring Confidence 9/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 04, 2026 · 01:07 UTC Snapshot ID: dp-2963147

Closing Odds 1.37
AI Fair Odds —
CLV Pending
Final Result VJS win · KPV-j 1–2 VJS
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

Model favours KPV-j; market prices VJS instead — inputs may be missing or stale.

  • Model: KPV-j 1.37 xG vs VJS 1.23 → KPV-j 38.5%
  • Market: VJS ~14.5% implied
  • Validation failed — do not treat 1X2 EV as actionable.

Do not act on 1X2 value until validation passes. Structural leans (O/U, BTTS) need separate odds review.

Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 51.8% · Over 2.5 48.2%); BTTS Yes (Yes 54.4% · No 45.6%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes

Historical Recommendation

Historical Decision: Wait

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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Back to Predictions
Ykkönen Ykkönen — Standings
# TEAM MP W D L PTS
1 Tampere United 25 15 5 5 50
2 Rops 25 12 8 5 44
3 SalPa 25 12 6 7 42
4 OLS 25 11 8 6 41
5 VJS 25 10 10 5 40
6 FC jazz 25 11 6 8 39
7 PKKU 25 10 8 7 38
8 JJK 25 8 7 10 31
9 TPV 25 7 6 12 27
10 Inter Turku II 24 6 5 13 23
11 KPV-j 25 5 3 17 18
12 KuPS Akatemia 24 3 6 15 15
# TEAM MP GS GC +/- PTS
1 Tampere United 25 58 26 +32 50
2 JJK 25 55 53 +2 31
3 Rops 25 52 37 +15 44
4 SalPa 25 52 45 +7 42
5 OLS 25 50 37 +13 41
6 PKKU 25 45 37 +8 38
7 VJS 25 44 32 +12 40
8 KuPS Akatemia 24 41 58 -17 15
9 FC jazz 25 38 32 +6 39
10 Inter Turku II 24 36 53 -17 23
11 TPV 25 35 48 -13 27
12 KPV-j 25 27 75 -48 18