Prediction Audit: OLS vs TPV Prediction, Odds & AI Betting Tips

Aug 05, 2026 - 15:00
4 1.44
2 1.16
xG Accuracy: 39%

AI correctly predicted the OLS 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 OLS OLS ✔ Correct
  • Correct Score Insights 1-1, 1-0, 2-1, 0-1, 2-0 4-2 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices OLS higher than the statistical model.

Largest probability gap: OLS -26.4 pp

Outcome Model Closing Market Difference Signal
OLS 41.9% 68.3% -26.4 pp Market Higher
Draw 29.3% 15.6% +13.8 pp Model Edge
TPV 28.8% 16.1% +12.7 pp Model Edge

The closing market estimates OLS's win probability at 68.3%, compared with the model's estimate of 41.9%, a difference of 26.4 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 (OLS win 4–2).

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 OLS higher (68.3% vs model 41.9%, 26.4 pp), but the model's lean was validated (OLS win 4–2).

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Prediction Timeline

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

  1. Aug 05, 2026 · 14:59 UTC Forecast generated
    • Model 1X2 · OLS 41.9% · Draw 29.3% · TPV 28.8%
    • xG · OLS 1.44 — TPV 1.16
  2. Aug 05, 2026 · 14:29 UTC Opening odds snapshot PRE30
    • 1X2 odds · OLS 1.35 · Draw 5.93 · TPV 5.71
    • Implied 1X2 · OLS 68.3% · Draw 15.6% · TPV 16.1%
    • Bookmaker · Pinnacle
  3. Aug 05, 2026 · 14:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · OLS 1.35 · Draw 5.93 · TPV 5.71
    • Implied 1X2 · OLS 68.3% · Draw 15.6% · TPV 16.1%
    • Bookmaker · Pinnacle
  4. Aug 05, 2026 · 15:00 UTC Kickoff
  5. FT Full-time result OLS 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: Cautious / Wait

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

Historical Decision Wait
Outcome Validated
Pre-match metrics (historical context)
Prediction Reliability 50/100 · Moderate
  • Validation: Warning
  • Large market gap (26 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market strongly disagrees on price
  • Validation warning
Pricing proximity (inverse gap) 0/100
Betting Confidence 32/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 30, 2026 · 02:12 UTC Snapshot ID: dp-2481898

Closing Odds 1.35
AI Fair Odds —
CLV Pending
Final Result OLS win · OLS 4–2 TPV
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: Ykkönen
  • Fixture: OLS vs TPV
  • Kickoff: 2026-08-05 15:00:00
  • 1X2 (model): Home 41.9% · Draw 29.3% · Away 28.8%
  • xG (showing): OLS 1.44 — TPV 1.16 (total xG ≈ 2.6)
  • Value headline: At least one tracked line reaches the headline EV threshold — align with the hero / Primary card if shown.
  • 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 54.0% · No 46.0%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.0% · No 46.0%
  • Correct score (top bin): 1-1 (12.4%)

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.

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

Historical Recommendation

Historical Decision: Wait

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 27, 2026 (UTC)

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Back to Predictions
Ykkönen Ykkönen — Standings
# TEAM MP W D L PTS
1 Tampere United 25 15 5 5 50
2 Rops 25 12 8 5 44
3 SalPa 25 12 6 7 42
4 OLS 25 11 8 6 41
5 VJS 25 10 10 5 40
6 FC jazz 25 11 6 8 39
7 PKKU 25 10 8 7 38
8 JJK 25 8 7 10 31
9 TPV 25 7 6 12 27
10 Inter Turku II 24 6 5 13 23
11 KPV-j 25 5 3 17 18
12 KuPS Akatemia 24 3 6 15 15
# TEAM MP GS GC +/- PTS
1 Tampere United 25 58 26 +32 50
2 JJK 25 55 53 +2 31
3 Rops 25 52 37 +15 44
4 SalPa 25 52 45 +7 42
5 OLS 25 50 37 +13 41
6 PKKU 25 45 37 +8 38
7 VJS 25 44 32 +12 40
8 KuPS Akatemia 24 41 58 -17 15
9 FC jazz 25 38 32 +6 39
10 Inter Turku II 24 36 53 -17 23
11 TPV 25 35 48 -13 27
12 KPV-j 25 27 75 -48 18