Predictions / Football / World. Friendlies Clubs / Carrick Rangers vs Ballymena United

Prediction Audit: Carrick Rangers vs Ballymena United Prediction, Odds & AI Betting Tips

Jul 24, 2026 - 18:30
0 1.32
3 1.28
xG Accuracy: 43%

The model missed the final outcome (Ballymena United win 0–3).

The model had projected Carrick Rangers at 38.4%, 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 Under 2.5 Over 2.5 (3 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 Carrick Rangers Ballymena United ✖ Incorrect
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 0-3 ✖ Incorrect

Model vs Closing Market

Moderate Disagreement

The closing market prices Carrick Rangers higher than the statistical model.

Largest probability gap: Carrick Rangers -8.7 pp

Outcome Model Closing Market Difference Signal
Carrick Rangers 38.4% 47.1% -8.7 pp Market Higher
Draw 29.0% 25.7% +3.3 pp Aligned
Ballymena United 32.7% 27.2% +5.5 pp Model Higher

The closing market estimates Carrick Rangers's win probability at 47.1%, compared with the model's estimate of 38.4%, a difference of 8.7 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 Ballymena United win 0–3.

Market Assessment

The market and model broadly agree on Carrick Rangers. 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) — 3 goals materialised

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
  • Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)

Market lesson

The closing market differed from the model on Carrick Rangers by 8.7 percentage points (47.1% vs model 38.4%) — 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 24, 2026 · 20:24 UTC Forecast generated
    • Model 1X2 · Carrick Rangers 38.3% · Draw 29.0% · Ballymena United 32.7%
    • xG · Carrick Rangers 1.32 — Ballymena United 1.28
  2. Jul 24, 2026 · 18:03 UTC Opening odds snapshot PRE30
    • 1X2 odds · Carrick Rangers 1.91 · Draw 3.50 · Ballymena United 3.30
    • Implied 1X2 · Carrick Rangers 47.1% · Draw 25.7% · Ballymena United 27.2%
    • Bookmaker · Bet365
  3. Jul 24, 2026 · 18:29 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Carrick Rangers 1.91 · Draw 3.50 · Ballymena United 3.30
    • Implied 1X2 · Carrick Rangers 47.1% · Draw 25.7% · Ballymena United 27.2%
    • Bookmaker · Bet365
  4. Jul 24, 2026 · 18:30 UTC Kickoff
  5. FT Full-time result Ballymena United win · 0–3
  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 75/100 · High
  • Validation: Pass
Evidence ★★★★★
  • No strong statistical edge
  • Direction agrees with model lean
  • Validation passed
Pricing proximity (inverse gap) 56/100
Betting Confidence 78/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 13:56 UTC Snapshot ID: dp-1453169

Closing Odds 1.91
AI Fair Odds —
CLV Pending
Final Result Ballymena United win · Carrick Rangers 0–3 Ballymena United
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

Pre-match snapshot for this fixture.

  • League: Club Friendlies
  • Fixture: Carrick Rangers vs Ballymena United
  • Kickoff: 2026-07-24 18:30:00
  • 1X2 (model): Home 10.0% · Draw 45.0% · Away 45.0%
  • xG (showing): Carrick Rangers 1.32 — Ballymena United 1.28 (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

The decision block shows no default Primary: Primary needs consensus EV ≥ +5.0% plus strength/reliability/calibration gates. A separate Lean/tracked gate is +2.0% (selective only). Lean labels are directional only — not bankroll-sized recommendations.

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

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 28, 2026 (UTC)

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