Predictions / Football / Norway. 1. Division / Strommen vs Ranheim

Prediction Audit: Strommen vs Ranheim Prediction, Odds & AI Betting Tips

Strommen Strommen
Aug 09, 2026 - 15:00
1 1.27
4 1.33
xG Accuracy: 45%
Ranheim Ranheim

AI correctly predicted the Ranheim win.

The match finished 1–4, 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 (5 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Ranheim Ranheim ✔ Correct
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 1-4 ✖ Incorrect

Model vs Closing Market

Moderate Disagreement

The closing market prices Strommen higher than the statistical model.

Largest probability gap: Strommen -8.1 pp

Outcome Model Closing Market Difference Signal
Strommen 33.8% 41.8% -8.1 pp Market Higher
Draw 29.6% 22.8% +6.8 pp Model Higher
Ranheim 36.6% 35.3% +1.3 pp Aligned

The closing market estimates Strommen's win probability at 41.8%, compared with the model's estimate of 33.8%, a difference of 8.1 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: PRE5.

After full time, the model's directional lean matched the result (Ranheim win 1–4).

Market Assessment

The market and model broadly agree on Strommen. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.

  • Monitor line movement before kickoff — not a betting recommendation.

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 5 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 (5 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 Ranheim higher (44.7% vs model 36.6%, 8.1 pp), but the model's lean was validated (Ranheim win 1–4).

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Prediction Timeline

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

  1. Aug 09, 2026 · 14:56 UTC Forecast generated
    • Model 1X2 · Strommen 33.8% · Draw 29.6% · Ranheim 36.6%
    • xG · Strommen 1.27 — Ranheim 1.33
  2. Aug 09, 2026 · 14:31 UTC Opening odds snapshot PRE30
    • 1X2 odds · Strommen 2.28 · Draw 4.18 · Ranheim 2.70
    • Implied 1X2 · Strommen 41.8% · Draw 22.8% · Ranheim 35.3%
    • Bookmaker · Pinnacle
  3. Aug 09, 2026 · 14:56 UTC Closing snapshot recorded PRE5
    • 1X2 odds · Strommen 2.28 · Draw 4.18 · Ranheim 2.70
    • Implied 1X2 · Strommen 41.8% · Draw 22.8% · Ranheim 35.3%
    • Bookmaker · Pinnacle
  4. Aug 09, 2026 · 15:00 UTC Kickoff
  5. FT Full-time result Ranheim win · 1–4
  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 75/100 · High
  • Validation: Pass
Evidence ★★★★★
  • No strong statistical edge
  • Direction agrees with model lean
  • Validation passed
Pricing proximity (inverse gap) 20/100
Monitoring Confidence 33/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 04, 2026 · 01:19 UTC Snapshot ID: dp-2965128

Closing Odds 2.28
AI Fair Odds —
CLV Pending
Final Result Ranheim win · Strommen 1–4 Ranheim
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: 1. Division
  • Fixture: Strommen vs Ranheim
  • Kickoff: 2026-08-09 15:00:00
  • 1X2 (model): Home 33.8% · Draw 29.6% · Away 36.6%
  • xG (showing): Strommen 1.27 — Ranheim 1.33 (total xG ≈ 2.6)
  • Value headline: None (actionable) — best tracked EV is about +0.5%, still below the +2.0% minimum for a headline / default stake (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.

If lines move materially, re-run generation or refresh — implied probabilities and any future EV readouts will change first.

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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Back to Predictions
1. Division 1. Division — Standings
# TEAM MP W D L PTS
1 Haugesund 23 17 1 5 52
2 Kongsvinger 23 15 5 3 50
3 Stromsgodset 23 14 6 3 48
4 Stabaek 23 14 3 6 45
5 ODD Ballklubb 23 10 6 7 36
6 Bryne 23 11 2 10 35
7 hodd 23 10 4 9 34
8 Egersund 23 8 5 10 29
9 Ranheim 23 8 4 11 28
10 Lyn 23 8 4 11 28
11 Moss 23 7 4 12 25
12 Strommen 23 7 4 12 25
13 Sandnes ULF 23 7 3 13 24
14 Sogndal 23 6 5 12 23
15 Asane 23 5 5 13 20
16 Raufoss 23 6 1 16 19
# TEAM MP GS GC +/- PTS
1 Haugesund 23 72 39 +33 52
2 Kongsvinger 23 68 35 +33 50
3 Stromsgodset 23 60 31 +29 48
4 Stabaek 23 57 29 +28 45
5 Ranheim 23 56 58 -2 28
6 ODD Ballklubb 23 47 36 +11 36
7 Lyn 23 39 48 -9 28
8 hodd 23 38 45 -7 34
9 Moss 23 38 52 -14 25
10 Sogndal 23 38 53 -15 23
11 Egersund 23 36 44 -8 29
12 Strommen 23 35 52 -17 25
13 Asane 23 34 52 -18 20
14 Bryne 23 32 31 +1 35
15 Sandnes ULF 23 32 42 -10 24
16 Raufoss 23 26 61 -35 19
1. Division Norway. 1. Division Predictions