Predictions / Football / Finland. Ykkönen / KPV-j vs KuPS Akatemia

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

KPV-j KPV-j
Aug 21, 2026 - 15:30
2 1.31
4 1.29
xG Accuracy: 39%
KuPS Akatemia KuPS Akatemia

The model missed the final outcome (KuPS Akatemia win 2–4).

The model had projected KPV-j 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 Over 2.5 (6 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 KPV-j KuPS Akatemia ✖ Incorrect
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 2-4 ✖ Incorrect

Model vs Closing Market

Moderate Disagreement

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

Largest probability gap: Draw +6.9 pp

Outcome Model Closing Market Difference Signal
KPV-j 35.6% 39.6% -4.0 pp Aligned
Draw 29.6% 22.8% +6.9 pp Model Higher
KuPS Akatemia 34.7% 37.6% -2.9 pp Aligned

The statistical model estimates Draw's win probability at 29.6%, compared with the closing market's implied probability of 22.8%, a difference of 6.9 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: PRE1.

After full time, the result was KuPS Akatemia win 2–4.

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

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 6 goals materialised
  • Both Teams To Score (Yes) matched the full-time result

What failed

  • Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (6 goals)
  • 1X2: model leaned KPV-j; match finished KuPS Akatemia

Market lesson

The closing market differed from the model on KPV-j by 6.9 percentage points (28.7% 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. Aug 21, 2026 · 15:29 UTC Forecast generated
    • Model 1X2 · KPV-j 35.6% · Draw 29.7% · KuPS Akatemia 34.7%
    • xG · KPV-j 1.31 — KuPS Akatemia 1.29
  2. Aug 21, 2026 · 15:02 UTC Opening odds snapshot PRE30
    • 1X2 odds · KPV-j 2.34 · Draw 4.07 · KuPS Akatemia 2.47
    • Implied 1X2 · KPV-j 39.6% · Draw 22.8% · KuPS Akatemia 37.6%
    • Bookmaker · Pinnacle
  3. Aug 21, 2026 · 15:29 UTC Closing snapshot recorded PRE1
    • 1X2 odds · KPV-j 2.34 · Draw 4.07 · KuPS Akatemia 2.47
    • Implied 1X2 · KPV-j 39.6% · Draw 22.8% · KuPS Akatemia 37.6%
    • Bookmaker · Pinnacle
  4. Aug 21, 2026 · 15:30 UTC Kickoff
  5. FT Full-time result KuPS Akatemia win · 2–4
  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: Observe
Historical Decision No Primary Bet
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
Pricing proximity (inverse gap) 65/100
Betting Confidence 79/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 15, 2026 · 01:19 UTC Snapshot ID: dp-4025188

Closing Odds 4.07
AI Fair Odds —
CLV Pending
Final Result KuPS Akatemia win · KPV-j 2–4 KuPS Akatemia
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

Below is a compact, numbers-first snapshot aligned with the same engine as the cards above.

  • League: Ykkönen
  • Fixture: KPV-j vs KuPS Akatemia
  • Kickoff: 2026-08-21 15:30:00
  • 1X2 (model): Home 35.6% · Draw 29.7% · Away 34.7%
  • xG (showing): KPV-j 1.31 — KuPS Akatemia 1.29 (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 (12.6%)

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.

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

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 16, 2026 (UTC)

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Ykkönen Ykkönen — Standings
# TEAM MP W D L PTS
1 Tampere United 22 13 5 4 44
2 Rops 22 11 7 4 40
3 SalPa 22 10 6 6 36
4 PKKU 22 9 8 5 35
5 OLS 22 9 7 6 34
6 FC jazz 22 9 6 7 33
7 JJK 22 8 7 7 31
8 VJS 22 7 10 5 31
9 TPV 22 6 6 10 24
10 Inter Turku II 22 5 5 12 20
11 KuPS Akatemia 22 3 6 13 15
12 KPV-j 22 4 3 15 15
# TEAM MP GS GC +/- PTS
1 JJK 22 51 42 +9 31
2 Tampere United 22 47 18 +29 44
3 Rops 22 47 32 +15 40
4 OLS 22 43 35 +8 34
5 SalPa 22 41 35 +6 36
6 PKKU 22 40 30 +10 35
7 VJS 22 38 31 +7 31
8 KuPS Akatemia 22 37 51 -14 15
9 FC jazz 22 32 29 +3 33
10 Inter Turku II 22 32 51 -19 20
11 TPV 22 30 40 -10 24
12 KPV-j 22 24 68 -44 15
Ykkönen Finland. Ykkönen Predictions