Predictions / Football / World. Friendlies Clubs / H&W Welders vs Dungannon Swifts

Prediction Audit: H&W Welders vs Dungannon Swifts Prediction, Odds & AI Betting Tips

H&W Welders H&W Welders
Jul 25, 2026 - 14:00
1 1.21
1 1.39
xG Accuracy: 85%
Dungannon Swifts Dungannon Swifts

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

The model had projected Dungannon Swifts at 43.8%, 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 Dungannon Swifts Draw ✖ Incorrect
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 1-1 ✔ Correct

Model vs Closing Market

Strong Disagreement

The closing market prices Dungannon Swifts higher than the statistical model.

Largest probability gap: Dungannon Swifts -10.2 pp

Outcome Model Closing Market Difference Signal
H&W Welders 28.5% 23.0% +5.5 pp Model Higher
Draw 27.6% 22.9% +4.8 pp Aligned
Dungannon Swifts 43.8% 54.1% -10.2 pp Market Higher

The closing market estimates Dungannon Swifts's win probability at 54.1%, compared with the model's estimate of 43.8%, a difference of 10.2 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: PRE10.

After full time, the result was Draw 1–1.

Market Assessment

The market is materially more optimistic about Dungannon Swifts 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

  • 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 Dungannon Swifts; match finished Draw

Market lesson

The closing market differed from the model on Dungannon Swifts by 10.2 percentage points (54.0% vs model 43.8%) — 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 25, 2026 · 21:44 UTC Forecast generated
    • Model 1X2 · H&W Welders 28.6% · Draw 27.6% · Dungannon Swifts 43.8%
    • xG · H&W Welders 1.21 — Dungannon Swifts 1.39
  2. Jul 25, 2026 · 13:36 UTC Opening odds snapshot PRE30
    • 1X2 odds · H&W Welders 3.85 · Draw 3.88 · Dungannon Swifts 1.64
    • Implied 1X2 · H&W Welders 23.0% · Draw 22.9% · Dungannon Swifts 54.1%
    • Bookmaker · Pinnacle
  3. Jul 25, 2026 · 13:57 UTC Closing snapshot recorded PRE10
    • 1X2 odds · H&W Welders 3.85 · Draw 3.88 · Dungannon Swifts 1.64
    • Implied 1X2 · H&W Welders 23.0% · Draw 22.9% · Dungannon Swifts 54.1%
    • Bookmaker · Pinnacle
  4. Jul 25, 2026 · 14:00 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: Monitor
Historical Decision Monitor
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 58/100 · Moderate
  • Validation: Warning
  • Large market gap (10 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 48/100
Betting Confidence 46/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 14:07 UTC Snapshot ID: dp-1455997

Closing Odds 1.64
AI Fair Odds —
CLV Pending
Final Result Draw · H&W Welders 1–1 Dungannon Swifts
Prediction ✖ Missed
Decision Grade C

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: Club Friendlies
  • Fixture: H&W Welders vs Dungannon Swifts
  • Kickoff: 2026-07-25 14:00:00
  • 1X2 (model): Home 0.0% · Draw 50.0% · Away 50.0%
  • xG (showing): H&W Welders 1.21 — Dungannon Swifts 1.39 (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): 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

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: Monitor

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 30, 2026 (UTC)

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