Prediction Audit: Gais vs Halmstad Prediction, Odds & AI Betting Tips

Jul 26, 2026 - 14:30
1 2.30
1 1.19
xG Accuracy: 66%

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

The model had projected Gais at 62.8%, 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 Over 2.5 Under 2.5 (2 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Gais Draw ✖ Incorrect
  • Correct Score Insights 2-1, 1-1, 2-0, 3-1, 1-0 1-1 ✔ Correct

Model vs Closing Market

Moderate Disagreement

The closing market prices Gais higher than the statistical model.

Largest probability gap: Gais -7.2 pp

Outcome Model Closing Market Difference Signal
Gais 62.8% 70.1% -7.2 pp Market Higher
Draw 20.9% 18.2% +2.7 pp Aligned
Halmstad 16.3% 11.7% +4.5 pp Aligned

The closing market estimates Gais's win probability at 70.1%, compared with the model's estimate of 62.8%, a difference of 7.2 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 result was Draw 1–1.

Market Assessment

The market and model broadly agree on Gais. 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

  • Both Teams To Score (Yes) matched the full-time result
  • Exact score 1–1 fell within the model's highlighted bins

What failed

  • Over / Under 2.5: model leaned Over 2.5; match finished Under 2.5 (2 goals)
  • 1X2: model leaned Gais; match finished Draw

Market lesson

The closing market differed from the model on Gais by 7.2 percentage points (70.0% vs model 62.8%) — in this case the market view proved closer.

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Prediction Timeline

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

  1. Jul 26, 2026 · 19:41 UTC Forecast generated
    • Model 1X2 · Gais 62.9% · Draw 20.9% · Halmstad 16.3%
    • xG · Gais 2.30 — Halmstad 1.19
  2. Jul 26, 2026 · 14:02 UTC Opening odds snapshot PRE30
    • 1X2 odds · Gais 1.36 · Draw 5.23 · Halmstad 8.13
    • Implied 1X2 · Gais 70.1% · Draw 18.2% · Halmstad 11.7%
    • Bookmaker · Pinnacle
  3. Jul 26, 2026 · 14:29 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Gais 1.36 · Draw 5.23 · Halmstad 8.13
    • Implied 1X2 · Gais 70.1% · Draw 18.2% · Halmstad 11.7%
    • Bookmaker · Pinnacle
  4. Jul 26, 2026 · 14:30 UTC Kickoff
  5. FT Full-time result Draw · 1–1
  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: Observe
Historical Decision No Primary Bet
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 69/100 · Moderate
  • Validation: Pass
  • High xG deviation from league baseline (70%+)
Evidence ★★★★★
  • Strong model lean
  • Direction agrees with model lean
  • Validation passed
Pricing proximity (inverse gap) 63/100
Betting Confidence 72/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 13:51 UTC Snapshot ID: dp-1451964

Closing Odds 1.36
AI Fair Odds —
CLV Pending
Final Result Draw · Gais 1–1 Halmstad
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

Below is a compact, numbers-first snapshot aligned with the same engine as the cards above.

  • League: Allsvenskan
  • Fixture: Gais vs Halmstad
  • Kickoff: 2026-07-26 14:30:00
  • 1X2 (model): Home 45.0% · Draw 45.0% · Away 10.0%
  • xG (showing): Gais 2.3 — Halmstad 1.19 (total xG ≈ 3.49)
  • 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): See the Over/Under and BTTS cards for any directional lean text.
  • BTTS (model): Yes N/A · No N/A
  • Correct score (top bin): N/A

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: 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

September 29, 2026 (UTC)

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Back to Predictions
Allsvenskan Allsvenskan — Standings
# TEAM MP W D L PTS
1 Sirius 22 16 3 3 51
2 Hammarby FF 22 13 4 5 43
3 Djurgardens IF 22 13 2 7 41
4 IF Elfsborg 22 10 7 5 37
5 BK Hacken 22 9 9 4 36
6 Vasteras SK FK 22 10 5 7 35
7 Malmo FF 22 10 3 9 33
8 AIK Stockholm 22 9 6 7 33
9 IFK Goteborg 22 9 5 8 32
10 Gais 22 8 6 8 30
11 IF Brommapojkarna 22 7 6 9 27
12 Mjallby AIF 22 5 7 10 22
13 Kalmar FF 22 5 4 13 19
14 Degerfors IF 22 5 4 13 19
15 Orgryte IS 22 3 6 13 15
16 Halmstad 22 3 5 14 14
# TEAM MP GS GC +/- PTS
1 Sirius 22 52 28 +24 51
2 Hammarby FF 22 49 20 +29 43
3 Djurgardens IF 22 47 21 +26 41
4 BK Hacken 22 39 30 +9 36
5 Malmo FF 22 37 33 +4 33
6 Vasteras SK FK 22 34 35 -1 35
7 IF Elfsborg 22 31 22 +9 37
8 AIK Stockholm 22 31 34 -3 33
9 IFK Goteborg 22 31 41 -10 32
10 IF Brommapojkarna 22 30 36 -6 27
11 Gais 22 28 20 +8 30
12 Mjallby AIF 22 27 38 -11 22
13 Orgryte IS 22 25 49 -24 15
14 Kalmar FF 22 21 36 -15 19
15 Degerfors IF 22 19 34 -15 19
16 Halmstad 22 16 40 -24 14
# TEAM MP xG xGC +/- PTS
1 Kalmar FF 22 1.6 0.5 +1.1 19
2 IFK Goteborg 22 1.9 0.9 +1.0 32
3 Malmo FF 22 1.3 0.6 +0.7 33
4 AIK Stockholm 22 3.8 3.2 +0.6 33
5 Djurgardens IF 22 0.5 1.6 -1.1 41
6 Mjallby AIF 22 2.8 5.1 -2.3 22
7 Sirius 22 — — — 51
8 Hammarby FF 22 — — — 43
9 IF Elfsborg 22 — — — 37
10 BK Hacken 22 — — — 36
11 Vasteras SK FK 22 — — — 35
12 Gais 22 — — — 30
13 IF Brommapojkarna 22 — — — 27
14 Degerfors IF 22 — — — 19
15 Orgryte IS 22 — — — 15
16 Halmstad 22 — — — 14