Prediction Audit: KäPa vs EIF Prediction, Odds & AI Betting Tips

Aug 08, 2026 - 15:00
0 1.30
1 1.30
xG Accuracy: 64%

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

The model had projected KäPa at 35.2%, 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 KäPa EIF ✖ Incorrect
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 0-1 ✔ Correct

Model vs Closing Market

Broadly Aligned

The model and closing market are broadly aligned.

Largest probability gap: EIF -4.5 pp

Outcome Model Closing Market Difference Signal
KäPa 35.2% 33.6% +1.5 pp Aligned
Draw 29.6% 26.7% +3.0 pp Aligned
EIF 35.2% 39.7% -4.5 pp Aligned

The model and closing market are broadly aligned, with probability differences below 5 percentage points.

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 EIF win 0–1.

Market Assessment

The market and model are broadly aligned. Any small pricing gap likely reflects rounding or bookmaker margin, not a structural disagreement.

  • Current pricing remains close to the model baseline.

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 KäPa; match finished EIF

Market lesson

The full-time result was EIF win 0–1, which did not match the model's pre-match lean on 1X2.

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Prediction Timeline

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

  1. Aug 08, 2026 · 14:59 UTC Forecast generated
    • Model 1X2 · KäPa 35.2% · Draw 29.6% · EIF 35.2%
    • xG · KäPa 1.30 — EIF 1.30
  2. Aug 08, 2026 · 14:31 UTC Opening odds snapshot PRE30
    • 1X2 odds · KäPa 2.83 · Draw 3.57 · EIF 2.40
    • Implied 1X2 · KäPa 33.6% · Draw 26.7% · EIF 39.7%
    • Bookmaker · Pinnacle
  3. Aug 08, 2026 · 14:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · KäPa 2.83 · Draw 3.57 · EIF 2.40
    • Implied 1X2 · KäPa 33.6% · Draw 26.7% · EIF 39.7%
    • Bookmaker · Pinnacle
  4. Aug 08, 2026 · 15:00 UTC Kickoff
  5. FT Full-time result EIF 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: Monitor
Historical Decision Monitor
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 77/100 · High
  • Validation: Pass
Evidence ★★★★★
  • No strong statistical edge
  • Direction agrees with model lean
  • Validation passed
Market Compatibility 26/100
Monitoring Confidence 34/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 02, 2026 · 02:12 UTC Snapshot ID: dp-2822450

Closing Odds 2.4
AI Fair Odds —
CLV Pending
Final Result EIF win · KäPa 0–1 EIF
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: Ykkösliiga
  • Fixture: KäPa vs EIF
  • Kickoff: 2026-08-08 15:00:00
  • 1X2 (model): Home 35.2% · Draw 29.6% · Away 35.2%
  • xG (showing): KäPa 1.3 — EIF 1.3 (total xG ≈ 2.6)
  • Value headline: None — no positive EV on tracked lines at current best prices (same as the decision block: no default bet).
  • Structural leans (not bets): Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 51.8% · Over 2.5 48.2%); BTTS Yes (Yes 54.5% · No 45.5%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.5% · No 45.5%
  • Correct score (top bin): 1-1 (12.6%)

The decision block shows no default Primary: Primary needs consensus EV ≥ +5.0% plus strength/reliability/calibration gates. A separate Lean/tracked gate is +2.0% (selective only). Lean labels are directional only — not bankroll-sized recommendations.

Prefer skipping to over-staking when the engine is honest about missing edge.

Historical Recommendation

Historical Decision: Monitor

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 26, 2026 (UTC)

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Back to Predictions
Ykkösliiga Ykkösliiga — Standings
# TEAM MP W D L PTS
1 Kooteepee 25 18 4 3 58
2 PK-35 24 14 6 4 48
3 Haka 25 13 5 7 44
4 JIPPO 24 11 7 6 40
5 JäPS 24 11 2 11 35
6 MP 25 8 5 12 29
7 EIF 24 8 4 12 28
8 KäPa 25 6 6 13 24
9 Klubi-04 24 4 8 12 20
10 SJK Akatemia 24 2 7 15 13
# TEAM MP GS GC +/- PTS
1 Haka 25 47 29 +18 44
2 Kooteepee 25 45 22 +23 58
3 PK-35 24 41 18 +23 48
4 JIPPO 24 32 21 +11 40
5 KäPa 25 30 45 -15 24
6 EIF 24 28 36 -8 28
7 Klubi-04 24 28 36 -8 20
8 MP 25 27 35 -8 29
9 JäPS 24 22 34 -12 35
10 SJK Akatemia 24 16 40 -24 13