Prediction Audit: Qviding FIF vs Astrio Prediction, Odds & AI Betting Tips

Aug 02, 2026 - 10:00
3 1.35
1 1.25
xG Accuracy: 59%

AI correctly predicted the Qviding FIF win.

The match finished 3–1, 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 (4 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Qviding FIF Qviding FIF ✔ Correct
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 3-1 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices Qviding FIF higher than the statistical model.

Largest probability gap: Qviding FIF -18.9 pp

Outcome Model Closing Market Difference Signal
Qviding FIF 37.5% 56.4% -18.9 pp Market Higher
Draw 29.6% 22.0% +7.6 pp Model Higher
Astrio 32.9% 21.6% +11.2 pp Model Edge

The closing market estimates Qviding FIF's win probability at 56.4%, compared with the model's estimate of 37.5%, a difference of 18.9 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 (Qviding FIF win 3–1).

Market Assessment

The market is materially more optimistic about Qviding FIF 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) — 4 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 (4 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 Qviding FIF higher (56.4% vs model 37.5%, 18.9 pp), but the model's lean was validated (Qviding FIF win 3–1).

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Prediction Timeline

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

  1. Aug 02, 2026 · 09:59 UTC Forecast generated
    • Model 1X2 · Qviding FIF 37.6% · Draw 29.6% · Astrio 32.9%
    • xG · Qviding FIF 1.35 — Astrio 1.25
  2. Aug 02, 2026 · 09:29 UTC Opening odds snapshot PRE30
    • 1X2 odds · Qviding FIF 1.57 · Draw 4.03 · Astrio 4.10
    • Implied 1X2 · Qviding FIF 56.4% · Draw 22.0% · Astrio 21.6%
    • Bookmaker · Pinnacle
  3. Aug 02, 2026 · 09:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Qviding FIF 1.57 · Draw 4.03 · Astrio 4.10
    • Implied 1X2 · Qviding FIF 56.4% · Draw 22.0% · Astrio 21.6%
    • Bookmaker · Pinnacle
  4. Aug 02, 2026 · 10:00 UTC Kickoff
  5. FT Full-time result Qviding FIF win · 3–1
  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 54/100 · Moderate
  • Validation: Warning
  • Large market gap (19 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Pricing remains divergent
  • Validation warning
Pricing proximity (inverse gap) 5/100
Betting Confidence 43/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 27, 2026 · 00:52 UTC Snapshot ID: dp-1941952

Closing Odds 1.57
AI Fair Odds —
CLV Pending
Final Result Qviding FIF win · Qviding FIF 3–1 Astrio
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: Division 2 - Västra Götaland
  • Fixture: Qviding FIF vs Astrio
  • Kickoff: 2026-08-02 10:00:00
  • 1X2 (model): Home 37.6% · Draw 29.6% · Away 32.9%
  • xG (showing): Qviding FIF 1.35 — Astrio 1.25 (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 (12.5%)

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.

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

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 28, 2026 (UTC)

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Division 2 - Västra Götaland Division 2 - Västra Götaland — Standings
# TEAM MP W D L PTS
1 Landvetter IS 23 16 3 4 51
2 Dalstorps 23 12 7 4 43
3 Hestrafor 23 12 5 6 41
4 Jonsered 23 11 6 6 39
5 Lindome 23 10 4 9 34
6 Böljan 23 9 7 7 34
7 Västra Frölunda 22 9 6 7 33
8 Qviding FIF 22 9 4 9 31
9 Onsala 22 7 6 9 27
10 Kongahälla 23 7 6 10 27
11 Åstorp 22 7 5 10 26
12 Torslanda 23 6 7 10 25
13 Galtabacks 23 5 5 13 20
14 Astrio 23 2 3 18 9
# TEAM MP GS GC +/- PTS
1 Hestrafor 23 48 38 +10 41
2 Dalstorps 23 44 25 +19 43
3 Lindome 23 42 37 +5 34
4 Västra Frölunda 22 42 38 +4 33
5 Qviding FIF 22 42 42 0 31
6 Landvetter IS 23 41 19 +22 51
7 Jonsered 23 39 37 +2 39
8 Torslanda 23 37 42 -5 25
9 Böljan 23 36 31 +5 34
10 Galtabacks 23 35 42 -7 20
11 Kongahälla 23 35 43 -8 27
12 Onsala 22 31 35 -4 27
13 Åstorp 22 28 36 -8 26
14 Astrio 23 21 56 -35 9