Predictions / Football / Finland. Kakkonen - Lohko B / Musa vs EPS

Prediction Audit: Musa vs EPS Prediction, Odds & AI Betting Tips

Musa Musa
Jul 25, 2026 - 13:00
0 1.26
2 1.34
xG Accuracy: 59%
EPS EPS

AI correctly predicted the EPS win.

The match finished 0–2, 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 Under 2.5 (2 goals) ✔ Correct
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 EPS EPS ✔ Correct
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 0-2 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices EPS higher than the statistical model.

Largest probability gap: EPS -10.9 pp

Outcome Model Closing Market Difference Signal
Musa 30.6% 24.2% +6.5 pp Model Higher
Draw 27.7% 23.2% +4.5 pp Aligned
EPS 41.7% 52.6% -10.9 pp Market Higher

The closing market estimates EPS's win probability at 52.6%, compared with the model's estimate of 41.7%, a difference of 10.9 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 (EPS win 0–2).

Market Assessment

The market is materially more optimistic about EPS 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

  • Under 2.5 goals aligned with the xG profile

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
  • 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 EPS higher (52.7% vs model 41.7%, 10.9 pp), but the model's lean was validated (EPS win 0–2).

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Prediction Timeline

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

  1. Jul 25, 2026 · 21:07 UTC Forecast generated
    • Model 1X2 · Musa 30.7% · Draw 27.7% · EPS 41.6%
    • xG · Musa 1.26 — EPS 1.34
  2. Jul 25, 2026 · 12:35 UTC Opening odds snapshot PRE30
    • 1X2 odds · Musa 3.74 · Draw 3.90 · EPS 1.72
    • Implied 1X2 · Musa 24.2% · Draw 23.2% · EPS 52.6%
    • Bookmaker · Pinnacle
  3. Jul 25, 2026 · 13:04 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Musa 3.74 · Draw 3.90 · EPS 1.72
    • Implied 1X2 · Musa 24.2% · Draw 23.2% · EPS 52.6%
    • Bookmaker · Pinnacle
  4. Jul 25, 2026 · 13:00 UTC Kickoff
  5. FT Full-time result EPS win · 0–2
  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 58/100 · Moderate
  • Validation: Warning
  • Large market gap (11 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 45/100
Betting Confidence 46/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 13:57 UTC Snapshot ID: dp-1453741

Closing Odds 1.72
AI Fair Odds —
CLV Pending
Final Result EPS win · Musa 0–2 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

Pre-match snapshot for this fixture.

  • League: Kakkonen - Lohko B
  • Fixture: Musa vs EPS
  • Kickoff: 2026-07-25 13:00:00
  • 1X2 (model): Home 10.0% · Draw 45.0% · Away 45.0%
  • xG (showing): Musa 1.26 — EPS 1.34 (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 24, 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
Kakkonen - Lohko B Finland. Kakkonen - Lohko B Predictions