Prediction Audit: Kraft vs Vaajakoski Prediction, Odds & AI Betting Tips

Jul 26, 2026 - 15:30
2 1.29
3 1.31
xG Accuracy: 52%

AI correctly predicted the Vaajakoski win.

The match finished 2–3, validating the model's directional assessment.

Tracked markets vs full-time result

Prediction grade B-

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 Vaajakoski Vaajakoski ✔ Correct
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 2-3 ✖ Incorrect

Model vs Closing Market

Moderate Disagreement

The closing market prices Kraft higher than the statistical model.

Largest probability gap: Kraft -8.6 pp

Outcome Model Closing Market Difference Signal
Kraft 34.7% 43.3% -8.6 pp Market Higher
Draw 29.6% 21.4% +8.2 pp Model Higher
Vaajakoski 35.6% 35.3% +0.3 pp Aligned

The closing market estimates Kraft's win probability at 43.3%, compared with the model's estimate of 34.7%, a difference of 8.6 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 model's directional lean matched the result (Vaajakoski win 2–3).

Market Assessment

The market and model broadly agree on Kraft. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.

  • Monitor line movement before kickoff — not a betting recommendation.

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)
  • Exact score: outside the model's top score bins

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Vaajakoski higher (44.2% vs model 35.6%, 8.6 pp), but the model's lean was validated (Vaajakoski win 2–3).

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Prediction Timeline

How this prediction moved from forecast to full-time review.

  1. Jul 26, 2026 · 20:04 UTC Forecast generated
    • Model 1X2 · Kraft 34.7% · Draw 29.7% · Vaajakoski 35.6%
    • xG · Kraft 1.29 — Vaajakoski 1.31
  2. Jul 26, 2026 · 15:00 UTC Opening odds snapshot PRE30
    • 1X2 odds · Kraft 2.09 · Draw 4.22 · Vaajakoski 2.56
    • Implied 1X2 · Kraft 43.3% · Draw 21.4% · Vaajakoski 35.3%
    • Bookmaker · Pinnacle
  3. Jul 26, 2026 · 15:29 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Kraft 2.09 · Draw 4.22 · Vaajakoski 2.56
    • Implied 1X2 · Kraft 43.3% · Draw 21.4% · Vaajakoski 35.3%
    • Bookmaker · Pinnacle
  4. Jul 26, 2026 · 15:30 UTC Kickoff
  5. FT Full-time result Vaajakoski win · 2–3
  6. FT Prediction validated Directional lean matched 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 Validated
Pre-match metrics (historical context)
Prediction Reliability 75/100 · High
  • Validation: Pass
Evidence ★★★★★
  • No strong statistical edge
  • Direction agrees with model lean
  • Validation passed
Pricing proximity (inverse gap) 19/100
Monitoring Confidence 33/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 13:40 UTC Snapshot ID: dp-1449860

Closing Odds 2.09
AI Fair Odds —
CLV Pending
Final Result Vaajakoski win · Kraft 2–3 Vaajakoski
Prediction ✔ Correct
Decision Grade B-

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 C
  • Fixture: Kraft vs Vaajakoski
  • Kickoff: 2026-07-26 15:30:00
  • 1X2 (model): Home 45.0% · Draw 45.0% · Away 10.0%
  • xG (showing): Kraft 1.29 — Vaajakoski 1.31 (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

When book depth is thin or odds are missing, EV may be unavailable even though the model still prefers one side on totals or BTTS — wait for cleaner prices or skip.

Most likely correct score stays a low-probability tail: use it for context, not as a must-bet story.

Historical Recommendation

Historical Decision: Monitor

Outcome: Validated — Pre-match lean validated against 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 29, 2026 (UTC)

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Kakkonen - Lohko C Kakkonen - Lohko C — Standings
# TEAM MP W D L PTS
1 Huima / Urho 18 11 3 4 36
2 GBK 18 10 2 6 32
3 JBK 18 10 1 7 31
4 VPS II 18 7 4 7 25
5 Jaro 2 18 8 1 9 25
6 Kraft 18 7 2 9 23
7 TP-47 18 6 5 7 23
8 Vaajakoski 18 6 3 9 21
9 JS Hercules 18 6 3 9 21
10 SJK-juniorit 18 5 4 9 19
# TEAM MP GS GC +/- PTS
1 Huima / Urho 18 50 26 +24 36
2 Kraft 18 50 45 +5 23
3 VPS II 18 47 36 +11 25
4 GBK 18 43 33 +10 32
5 JBK 18 37 24 +13 31
6 Vaajakoski 18 34 44 -10 21
7 Jaro 2 18 33 54 -21 25
8 JS Hercules 18 31 42 -11 21
9 TP-47 18 28 35 -7 23
10 SJK-juniorit 18 27 41 -14 19