Prediction Audit: PPJ vs Union Plaani Prediction, Odds & AI Betting Tips

Jul 24, 2026 - 16:00
0 1.33
1 1.27
xG Accuracy: 64%

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

The model had projected PPJ 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 Under 2.5 (1 goals) ✔ Correct
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 PPJ Union Plaani ✖ 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 PPJ higher than the statistical model.

Largest probability gap: PPJ -33.8 pp

Outcome Model Closing Market Difference Signal
PPJ 36.6% 70.4% -33.8 pp Market Higher
Draw 29.6% 15.8% +13.8 pp Model Edge
Union Plaani 33.8% 13.8% +20.0 pp Model Edge

The closing market estimates PPJ's win probability at 70.4%, compared with the model's estimate of 36.6%, a difference of 33.8 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 Union Plaani win 0–1.

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 PPJ; match finished Union Plaani

Market lesson

The closing market differed from the model on PPJ by 33.8 percentage points (70.4% 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 · PPJ 36.6% · Draw 29.6% · Union Plaani 33.8%
    • xG · PPJ 1.33 — Union Plaani 1.27
  2. Jul 24, 2026 · 15:30 UTC Opening odds snapshot PRE30
    • 1X2 odds · PPJ 1.28 · Draw 5.70 · Union Plaani 6.54
    • Implied 1X2 · PPJ 70.4% · Draw 15.8% · Union Plaani 13.8%
    • Bookmaker · Pinnacle
  3. Jul 24, 2026 · 15:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · PPJ 1.28 · Draw 5.70 · Union Plaani 6.54
    • Implied 1X2 · PPJ 70.4% · Draw 15.8% · Union Plaani 13.8%
    • Bookmaker · Pinnacle
  4. Jul 24, 2026 · 16:00 UTC Kickoff
  5. FT Full-time result Union Plaani 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: Cautious / Wait

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

Historical Decision Wait
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 32/100 · Low
  • Validation: Fail
  • Large market gap (34 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: Jul 23, 2026 · 13:55 UTC Snapshot ID: dp-1452991

Closing Odds 1.28
AI Fair Odds —
CLV Pending
Final Result Union Plaani win · PPJ 0–1 Union Plaani
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 PPJ; market prices PPJ instead — inputs may be missing or stale.

  • Model: PPJ 1.33 xG vs Union Plaani 1.27 → PPJ 36.6%
  • Market: PPJ ~70.4% 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.

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