Predictions / Football / Finland. Kansallinen Liiga / HPS W vs VIFK W

Prediction Audit: HPS W vs VIFK W Prediction, Odds & AI Betting Tips

HPS W HPS W
Jul 12, 2026 - 12:00
1 1.62
1 0.98
xG Accuracy: 84%
VIFK W VIFK W

The model missed the final outcome (Draw 1–1).

The model had projected HPS W at 50.8%, but the full-time result went the other way.

Tracked markets vs full-time result

Prediction grade C

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 Yes ✔ Correct
  • 1X2 HPS W Draw ✖ Incorrect
  • Correct Score Insights 1-0, 1-1, 2-0, 2-1, 0-0 1-1 ✔ Correct

Post Match Insights

What worked

  • Both Teams To Score (Yes) matched the full-time result
  • Under 2.5 goals aligned with the xG profile
  • Exact score 1–1 fell within the model's highlighted bins

What failed

  • 1X2: model leaned HPS W; match finished Draw

Market lesson

The full-time result was Draw 1–1, 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. Jul 12, 2026 · 19:36 UTC Forecast generated
    • xG · HPS W 1.62 — VIFK W 0.98
  2. Jul 12, 2026 · 12:00 UTC Kickoff
  3. FT Full-time result Draw · 1–1
  4. FT Prediction missed 1X2 lean did not match full-time result
  5. Archived Prediction review

Historical Snapshot

Frozen at kickoff — the model output as it stood before the match started.

Historical verdict: Observe
Historical Decision No Primary Bet
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 57/100 · Moderate
  • Validation: Pending
Evidence ★★★★★
  • Moderate model lean
  • Market has already priced much of the edge
  • Validation pending
Market Compatibility 100/100
Betting Confidence 59/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 16:03 UTC Snapshot ID: dp-1472445

Closing Odds Pending
AI Fair Odds —
CLV Pending
Final Result Draw · HPS W 1–1 VIFK W
Prediction ✖ Missed
Decision Grade C

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: Kansallinen Liiga
  • Fixture: HPS W vs VIFK W
  • Kickoff: 2026-07-12 12:00:00
  • 1X2 (model): Home 50.8% · Draw 27.9% · Away 21.3%
  • xG (showing): HPS W 1.62 — VIFK W 0.98 (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): Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 51.8% · Over 2.5 48.2%); BTTS Yes (Yes 51.6% · No 48.4%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 51.6% · No 48.4%
  • Correct score (top bin): 1-0 (12.0%)

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: No Primary Bet

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

October 16, 2026 (UTC)

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Kansallinen Liiga Kansallinen Liiga — Standings
# TEAM MP W D L PTS
1 HJK 14 13 0 1 39
2 Åland United 14 9 1 4 28
3 KuPS W 14 9 1 4 28
4 HPS W 14 7 3 4 24
5 Ilves 14 7 1 6 22
6 IF Gnistan 14 4 1 9 13
7 PK-35 Vantaa W 14 2 1 11 7
8 VIFK W 14 0 2 12 2
# TEAM MP GS GC +/- PTS
1 Åland United 14 41 19 +22 28
2 HJK 14 38 9 +29 39
3 KuPS W 14 31 21 +10 28
4 Ilves 14 27 26 +1 22
5 IF Gnistan 14 21 32 -11 13
6 HPS W 14 19 15 +4 24
7 PK-35 Vantaa W 14 13 36 -23 7
8 VIFK W 14 8 40 -32 2
Kansallinen Liiga Finland. Kansallinen Liiga Predictions