Predictions / Football / Finland. Kakkonen - Lohko A / PEPO vs PuiU Helsinki

Prediction Audit: PEPO vs PuiU Helsinki Prediction, Odds & AI Betting Tips

PEPO PEPO
Jul 24, 2026 - 16:00
3 1.27
2 1.33
xG Accuracy: 52%
PuiU Helsinki PuiU Helsinki

The model missed the final outcome (PEPO win 3–2).

The model had projected PuiU Helsinki at 36.6%, 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 (5 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 PuiU Helsinki PEPO ✖ Incorrect
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 3-2 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices PEPO higher than the statistical model.

Largest probability gap: PEPO -24.2 pp

Outcome Model Closing Market Difference Signal
PEPO 33.8% 58.0% -24.2 pp Market Higher
Draw 29.6% 21.6% +8.1 pp Model Higher
PuiU Helsinki 36.6% 20.5% +16.1 pp Model Edge

The closing market estimates PEPO's win probability at 58.0%, compared with the model's estimate of 33.8%, a difference of 24.2 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 PEPO win 3–2.

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 5 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 (5 goals)
  • 1X2: model leaned PuiU Helsinki; match finished PEPO

Market lesson

The closing market differed from the model on PuiU Helsinki by 24.2 percentage points (60.8% vs model 36.6%) — 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. Jul 24, 2026 · 19:45 UTC Forecast generated
    • Model 1X2 · PEPO 33.8% · Draw 29.6% · PuiU Helsinki 36.6%
    • xG · PEPO 1.27 — PuiU Helsinki 1.33
  2. Jul 24, 2026 · 15:30 UTC Opening odds snapshot PRE30
    • 1X2 odds · PEPO 1.56 · Draw 4.19 · PuiU Helsinki 4.42
    • Implied 1X2 · PEPO 58.0% · Draw 21.6% · PuiU Helsinki 20.5%
    • Bookmaker · Pinnacle
  3. Jul 24, 2026 · 15:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · PEPO 1.56 · Draw 4.19 · PuiU Helsinki 4.42
    • Implied 1X2 · PEPO 58.0% · Draw 21.6% · PuiU Helsinki 20.5%
    • Bookmaker · Pinnacle
  4. Jul 24, 2026 · 16:00 UTC Kickoff
  5. FT Full-time result PEPO win · 3–2
  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 51/100 · Moderate
  • Validation: Warning
  • Large market gap (24 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Pricing remains divergent
  • Validation warning
Pricing proximity (inverse gap) 0/100
Monitoring Confidence 14/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 13:55 UTC Snapshot ID: dp-1452989

Closing Odds 1.56
AI Fair Odds —
CLV Pending
Final Result PEPO win · PEPO 3–2 PuiU Helsinki
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: Kakkonen - Lohko A
  • Fixture: PEPO vs PuiU Helsinki
  • Kickoff: 2026-07-24 16:00:00
  • 1X2 (model): Home 10.0% · Draw 45.0% · Away 45.0%
  • xG (showing): PEPO 1.27 — PuiU Helsinki 1.33 (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): See the Over/Under and BTTS cards for any directional lean text.
  • BTTS (model): Yes N/A · No N/A
  • Correct score (top bin): N/A

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: 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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Kakkonen - Lohko A Kakkonen - Lohko A — Standings
# TEAM MP W D L PTS
1 Kiffen 18 12 3 3 39
2 PEPO 18 11 4 3 37
3 Atlantis 18 10 2 6 32
4 HIFK Elsinki 18 7 6 5 27
5 HPS 18 7 4 7 25
6 PPJ 18 5 8 5 23
7 Reipas 18 7 2 9 23
8 PuiU Helsinki 18 4 4 10 16
9 MyPa 18 4 3 11 15
10 Union Plaani 18 4 2 12 14
# TEAM MP GS GC +/- PTS
1 Atlantis 18 62 44 +18 32
2 Kiffen 18 41 24 +17 39
3 HIFK Elsinki 18 39 33 +6 27
4 HPS 18 39 41 -2 25
5 PEPO 18 36 23 +13 37
6 Reipas 18 35 35 0 23
7 PPJ 18 33 31 +2 23
8 PuiU Helsinki 18 26 38 -12 16
9 MyPa 18 20 39 -19 15
10 Union Plaani 18 19 42 -23 14
Kakkonen - Lohko A Finland. Kakkonen - Lohko A Predictions