Prediction Audit: Ilves II vs EPS Prediction, Odds & AI Betting Tips

Jul 05, 2026 - 11:00
4 1.40
2 1.20
xG Accuracy: 39%

AI correctly predicted the Ilves II win.

The match finished 4–2, 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 (6 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Ilves II Ilves II ✔ Correct
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 4-2 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices Ilves II higher than the statistical model.

Largest probability gap: Ilves II -12.8 pp

Outcome Model Closing Market Difference Signal
Ilves II 45.1% 57.9% -12.8 pp Market Higher
Draw 26.9% 20.5% +6.4 pp Model Higher
EPS 27.9% 21.5% +6.4 pp Model Higher

The closing market estimates Ilves II's win probability at 57.9%, compared with the model's estimate of 45.1%, a difference of 12.8 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 model's directional lean matched the result (Ilves II win 4–2).

Market Assessment

The market is materially more optimistic about Ilves II than the current fair estimate.

  • Investors may be incorporating information not fully reflected in the baseline model.
  • Tournament-specific context can shift market pricing.

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)
  • 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 Ilves II higher (57.9% vs model 45.1%, 12.8 pp), but the model's lean was validated (Ilves II win 4–2).

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Prediction Timeline

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

  1. Jul 05, 2026 · 19:26 UTC Forecast generated
    • Model 1X2 · Ilves II 45.1% · Draw 27.0% · EPS 27.9%
    • xG · Ilves II 1.40 — EPS 1.20
  2. Jul 05, 2026 · 10:29 UTC Opening odds snapshot PRE30
    • 1X2 odds · Ilves II 1.56 · Draw 4.40 · EPS 4.20
    • Implied 1X2 · Ilves II 57.9% · Draw 20.5% · EPS 21.5%
    • Bookmaker · Pinnacle
  3. Jul 05, 2026 · 10:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Ilves II 1.56 · Draw 4.40 · EPS 4.20
    • Implied 1X2 · Ilves II 57.9% · Draw 20.5% · EPS 21.5%
    • Bookmaker · Pinnacle
  4. Jul 05, 2026 · 11:00 UTC Kickoff
  5. FT Full-time result Ilves II win · 4–2
  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 57/100 · Moderate
  • Validation: Warning
  • Large market gap (13 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 36/100
Betting Confidence 45/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 24, 2026 · 08:42 UTC Snapshot ID: dp-1574835

Closing Odds 1.56
AI Fair Odds —
CLV Pending
Final Result Ilves II win · Ilves II 4–2 EPS
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

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

  • League: Kakkonen - Lohko B
  • Fixture: Ilves II vs EPS
  • Kickoff: 2026-07-05 11:00:00
  • 1X2 (model): Home 35.0% · Draw 35.0% · Away 30.0%
  • xG (showing): Ilves II 1.4 — EPS 1.2 (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.

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

October 01, 2026 (UTC)

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Kakkonen - Lohko B Kakkonen - Lohko B — Standings
# TEAM MP W D L PTS
1 Honka 18 13 4 1 43
2 ÅIFK 18 12 3 3 39
3 EPS 18 10 2 6 32
4 HJS Akatemia 18 9 4 5 31
5 Ilves II 18 8 6 4 30
6 P-Iirot 18 8 3 7 27
7 GrIFK 18 7 3 8 24
8 EBK 18 4 3 11 15
9 Musa 18 3 3 12 12
10 NJS 18 0 1 17 1
# TEAM MP GS GC +/- PTS
1 Honka 18 56 17 +39 43
2 Ilves II 18 51 30 +21 30
3 EPS 18 39 26 +13 32
4 ÅIFK 18 38 18 +20 39
5 HJS Akatemia 18 30 24 +6 31
6 P-Iirot 18 30 25 +5 27
7 EBK 18 27 43 -16 15
8 GrIFK 18 23 31 -8 24
9 Musa 18 19 55 -36 12
10 NJS 18 10 54 -44 1