Prediction Audit: Telstar vs Heracles Prediction, Odds & AI Betting Tips

May 10, 2026 - 14:45
3 2.20
0 1.10
xG Accuracy: 59%

AI correctly predicted the Telstar win.

The match finished 3–0, 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 Over 2.5 Over 2.5 (3 goals) ✔ Correct
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 Telstar Telstar ✔ Correct
  • Correct Score Insights 2-1, 2-0, 1-1, 1-0, 3-1 3-0 ✖ Incorrect

Model vs Closing Market

Moderate Disagreement

The closing market prices Telstar higher than the statistical model.

Largest probability gap: Telstar -6.2 pp

Outcome Model Closing Market Difference Signal
Telstar 61.2% 67.3% -6.2 pp Market Higher
Draw 22.0% 17.8% +4.2 pp Aligned
Heracles 16.8% 14.9% +1.9 pp Aligned

The closing market estimates Telstar's win probability at 67.3%, compared with the model's estimate of 61.2%, a difference of 6.2 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 model's directional lean matched the result (Telstar win 3–0).

Market Assessment

The market and model broadly agree on Telstar. 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 3.30) — 3 goals materialised
  • Telstar attacking xG significantly stronger (2.20 vs 1.10)
  • Over 2.5 goals aligned with the xG profile

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
  • 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 Telstar higher (67.4% vs model 61.2%, 6.2 pp), but the model's lean was validated (Telstar win 3–0).

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Prediction Timeline

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

  1. May 10, 2026 · 14:44 UTC Forecast generated
    • Model 1X2 · Telstar 61.1% · Draw 22.1% · Heracles 16.8%
    • xG · Telstar 2.20 — Heracles 1.10
  2. May 10, 2026 · 14:14 UTC Opening odds snapshot PRE30
    • 1X2 odds · Telstar 1.42 · Draw 5.37 · Heracles 6.43
    • Implied 1X2 · Telstar 67.3% · Draw 17.8% · Heracles 14.9%
    • Bookmaker · Pinnacle
  3. May 10, 2026 · 14:44 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Telstar 1.42 · Draw 5.37 · Heracles 6.43
    • Implied 1X2 · Telstar 67.3% · Draw 17.8% · Heracles 14.9%
    • Bookmaker · Pinnacle
  4. May 10, 2026 · 14:45 UTC Kickoff
  5. FT Full-time result Telstar win · 3–0
  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: Observe
Historical Decision No Primary Bet
Outcome Validated
Pre-match metrics (historical context)
Prediction Reliability 70/100 · High
  • Validation: Pass
  • High xG deviation from league baseline (63%+)
Evidence ★★★★★
  • Strong model lean
  • Direction agrees with model lean
  • Validation passed
Pricing proximity (inverse gap) 69/100
Betting Confidence 73/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 02, 2026 · 15:32 UTC Snapshot ID: dp-2884192

Closing Odds 1.42
AI Fair Odds —
CLV Pending
Final Result Telstar win · Telstar 3–0 Heracles
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

Quick read on how the model reads this matchup.

  • League: Eredivisie
  • Fixture: Telstar vs Heracles
  • Kickoff: 2026-05-10 14:45:00
  • 1X2 (model): Home 61.1% · Draw 22.1% · Away 16.8%
  • xG (showing): Telstar 2.2 — Heracles 1.1 (total xG ≈ 3.3)
  • Primary / headline line (Betting Primary Pick when shown): Under 2.5 goals
  • Model: 35.9% · Implied: 32.6% · Probability edge: +3.3 pts · Est. EV: +11.3%
  • BTTS (model): Yes 60.5% · No 39.5%
  • Correct score (top bin): 2-1 (9.8%)

Where EV is shown, it is estimated return per unit stake at the best tracked decimal price — not the same thing as a raw probability gap.

Correct score remains high-variance even when a line is most likely on paper.

Historical Recommendation

Historical Decision: No Primary Bet

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

October 03, 2026 (UTC)

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Back to Predictions
Eredivisie Eredivisie — Standings
# TEAM MP W D L PTS
1 PSV Eindhoven 34 27 3 4 84
2 Feyenoord 34 19 8 7 65
3 NEC Nijmegen 34 16 11 7 59
4 Twente 34 15 13 6 58
5 Ajax 34 14 14 6 56
6 Utrecht 34 15 8 11 53
7 AZ Alkmaar 34 14 10 10 52
8 Heerenveen 34 14 9 11 51
9 Groningen 34 14 6 14 48
10 Sparta Rotterdam 34 12 7 15 43
11 Fortuna Sittard 34 11 6 17 39
12 GO Ahead Eagles 34 8 14 12 38
13 Excelsior 34 10 8 16 38
14 Telstar 34 9 10 15 37
15 PEC Zwolle 34 9 10 15 37
16 FC Volendam 34 8 8 18 32
17 NAC Breda 34 6 11 17 29
18 Heracles 34 5 4 25 19
# TEAM MP GS GC +/- PTS
1 PSV Eindhoven 34 101 45 +56 84
2 NEC Nijmegen 34 77 53 +24 59
3 Feyenoord 34 70 44 +26 65
4 Ajax 34 62 41 +21 56
5 Twente 34 59 40 +19 58
6 AZ Alkmaar 34 58 51 +7 52
7 Heerenveen 34 57 53 +4 51
8 Utrecht 34 55 42 +13 53
9 GO Ahead Eagles 34 54 53 +1 38
10 Groningen 34 49 45 +4 48
11 Telstar 34 49 55 -6 37
12 Fortuna Sittard 34 49 63 -14 39
13 PEC Zwolle 34 44 71 -27 37
14 Excelsior 34 43 56 -13 38
15 Sparta Rotterdam 34 40 62 -22 43
16 FC Volendam 34 35 55 -20 32
17 NAC Breda 34 35 58 -23 29
18 Heracles 34 35 85 -50 19
# TEAM MP xG xGC +/- PTS
1 PSV Eindhoven 34 69.7 37.3 +32.4 84
2 Feyenoord 34 67.1 37.3 +29.8 65
3 Twente 34 60.3 36.3 +24.0 58
4 AZ Alkmaar 34 61.9 42.5 +19.4 52
5 NEC Nijmegen 34 61.6 45.9 +15.7 59
6 Groningen 34 58.0 46.2 +11.8 48
7 Heerenveen 34 58.3 49.4 +8.9 51
8 Ajax 34 53.4 45.6 +7.8 56
9 Utrecht 34 50.0 44.4 +5.6 53
10 Sparta Rotterdam 34 41.8 48.0 -6.2 43
11 NAC Breda 34 39.4 50.3 -10.9 29
12 Telstar 34 47.3 58.3 -11.0 37
13 Excelsior 34 44.1 58.3 -14.2 38
14 Fortuna Sittard 34 39.9 58.5 -18.6 39
15 GO Ahead Eagles 34 41.7 62.4 -20.7 38
16 PEC Zwolle 34 36.2 58.6 -22.4 37
17 FC Volendam 34 34.5 59.3 -24.8 32
18 Heracles 34 39.1 65.7 -26.6 19
Eredivisie Netherlands. Eredivisie Predictions