Predictions / Football / Ireland. First Division / Treaty United vs Athlone Town

Prediction Audit: Treaty United vs Athlone Town Prediction, Odds & AI Betting Tips

Treaty United Treaty United
Jul 24, 2026 - 18:45
2 1.40
1 1.20
xG Accuracy: 80%
Athlone Town Athlone Town

AI correctly predicted the Treaty United win.

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

Model vs Closing Market

Broadly Aligned

The model and closing market are broadly aligned.

Largest probability gap: Athlone Town -4.0 pp

Outcome Model Closing Market Difference Signal
Treaty United 38.3% 34.9% +3.4 pp Aligned
Draw 29.4% 28.8% +0.6 pp Aligned
Athlone Town 32.3% 36.3% -4.0 pp Aligned

The model and closing market are broadly aligned, with probability differences below 5 percentage points.

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 (Treaty United win 2–1).

Market Assessment

The market and model are broadly aligned. Any small pricing gap likely reflects rounding or bookmaker margin, not a structural disagreement.

  • Current pricing remains close to the model baseline.

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 3 goals materialised
  • Both Teams To Score (Yes) matched the full-time result
  • Exact score 2–1 fell within the model's highlighted bins

What failed

  • Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)

Market lesson

The model's directional lean matched the full-time result (Treaty United win 2–1).

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Prediction Timeline

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

  1. Jul 24, 2026 · 20:27 UTC Forecast generated
    • Model 1X2 · Treaty United 38.3% · Draw 29.4% · Athlone Town 32.3%
    • xG · Treaty United 1.40 — Athlone Town 1.20
  2. Jul 24, 2026 · 18:15 UTC Opening odds snapshot PRE30
    • 1X2 odds · Treaty United 2.73 · Draw 3.31 · Athlone Town 2.63
    • Implied 1X2 · Treaty United 34.9% · Draw 28.8% · Athlone Town 36.3%
    • Bookmaker · Pinnacle
  3. Jul 24, 2026 · 18:44 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Treaty United 2.73 · Draw 3.31 · Athlone Town 2.63
    • Implied 1X2 · Treaty United 34.9% · Draw 28.8% · Athlone Town 36.3%
    • Bookmaker · Pinnacle
  4. Jul 24, 2026 · 18:45 UTC Kickoff
  5. FT Full-time result Treaty United win · 2–1
  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 77/100 · High
  • Validation: Pass
Evidence ★★★★★
  • No strong statistical edge
  • Direction agrees with model lean
  • Validation passed
Market Compatibility 28/100
Monitoring Confidence 34/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 13:56 UTC Snapshot ID: dp-1453182

Closing Odds 2.63
AI Fair Odds —
CLV Pending
Final Result Treaty United win · Treaty United 2–1 Athlone Town
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: League of Ireland First Division
  • Fixture: Treaty United vs Athlone Town
  • Kickoff: 2026-07-24 18:45:00
  • 1X2 (model): Home 38.3% · Draw 29.4% · Away 32.3%
  • xG (showing): Treaty United 1.4 — Athlone Town 1.2 (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 54.3% · No 45.7%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.3% · No 45.7%
  • Correct score (top bin): 1-1 (12.5%)

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: 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 30, 2026 (UTC)

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First Division First Division — Standings
# TEAM MP W D L PTS
1 Cork City 32 22 5 5 71
2 Bray Wanderers 32 14 8 10 50
3 UCD 32 14 7 11 49
4 Cobh Ramblers 32 13 6 13 45
5 Longford Town 32 12 8 12 44
6 Athlone Town 32 12 8 12 44
7 Kerry 32 11 9 12 42
8 Wexford 32 11 7 14 40
9 Treaty United 32 8 9 15 33
10 Finn Harps 32 6 7 19 25
# TEAM MP GS GC +/- PTS
1 Cork City 32 69 30 +39 71
2 Bray Wanderers 32 61 44 +17 50
3 UCD 32 56 45 +11 49
4 Longford Town 32 42 41 +1 44
5 Kerry 32 39 39 0 42
6 Cobh Ramblers 32 39 46 -7 45
7 Wexford 32 37 47 -10 40
8 Athlone Town 32 36 36 0 44
9 Treaty United 32 31 47 -16 33
10 Finn Harps 32 29 64 -35 25
First Division Ireland. First Division Predictions