Predictions / Football / Romania. Liga II / Gloria Bistriţa vs CSM Satu Mare

Prediction Audit: Gloria Bistriţa vs CSM Satu Mare Prediction, Odds & AI Betting Tips

Gloria Bistriţa Gloria Bistriţa
Aug 29, 2026 - 08:00
1 1.36
0 1.24
xG Accuracy: 64%
CSM Satu Mare CSM Satu Mare

AI correctly predicted the Gloria Bistriţa win.

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

Model vs Closing Market

Strong Disagreement

The closing market prices Gloria Bistriţa higher than the statistical model.

Largest probability gap: Gloria Bistriţa -16.8 pp

Outcome Model Closing Market Difference Signal
Gloria Bistriţa 38.0% 54.8% -16.8 pp Market Higher
Draw 29.6% 27.1% +2.4 pp Aligned
CSM Satu Mare 32.4% 18.1% +14.3 pp Model Edge

The closing market estimates Gloria Bistriţa's win probability at 54.8%, compared with the model's estimate of 38.0%, a difference of 16.8 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 (Gloria Bistriţa win 1–0).

Market Assessment

The market is materially more optimistic about Gloria Bistriţa 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

  • Under 2.5 goals aligned with the xG profile
  • Exact score 1–0 fell within the model's highlighted bins

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Gloria Bistriţa higher (54.8% vs model 38.0%, 16.8 pp), but the model's lean was validated (Gloria Bistriţa win 1–0).

Premium betting site stake: New users can use the promo code FHn2uDc1 to receive $100 cash.

Prediction Timeline

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

  1. Aug 29, 2026 · 08:01 UTC Forecast generated
    • Model 1X2 · Gloria Bistriţa 38.0% · Draw 29.6% · CSM Satu Mare 32.4%
    • xG · Gloria Bistriţa 1.36 — CSM Satu Mare 1.24
  2. Aug 29, 2026 · 07:31 UTC Opening odds snapshot PRE30
    • 1X2 odds · Gloria Bistriţa 1.65 · Draw 3.33 · CSM Satu Mare 5.01
    • Implied 1X2 · Gloria Bistriţa 54.8% · Draw 27.1% · CSM Satu Mare 18.1%
    • Bookmaker · Pinnacle
  3. Aug 29, 2026 · 08:01 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Gloria Bistriţa 1.65 · Draw 3.33 · CSM Satu Mare 5.01
    • Implied 1X2 · Gloria Bistriţa 54.8% · Draw 27.1% · CSM Satu Mare 18.1%
    • Bookmaker · Pinnacle
  4. Aug 29, 2026 · 08:00 UTC Kickoff
  5. FT Full-time result Gloria Bistriţa win · 1–0
  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: Monitor
Historical Decision Monitor
Outcome Validated
Pre-match metrics (historical context)
Prediction Reliability 55/100 · Moderate
  • Validation: Warning
  • Large market gap (17 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Pricing remains divergent
  • Validation warning
Pricing proximity (inverse gap) 16/100
Betting Confidence 44/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 23, 2026 · 01:06 UTC Snapshot ID: dp-5119737

Closing Odds 1.65
AI Fair Odds —
CLV Pending
Final Result Gloria Bistriţa win · Gloria Bistriţa 1–0 CSM Satu Mare
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: Liga II
  • Fixture: Gloria Bistriţa vs CSM Satu Mare
  • Kickoff: 2026-08-29 08:00:00
  • 1X2 (model): Home 38.0% · Draw 29.6% · Away 32.4%
  • xG (showing): Gloria Bistriţa 1.36 — CSM Satu Mare 1.24 (total xG ≈ 2.6)
  • Value headline: None (actionable) — best tracked EV is about +1.7%, still below the +2.0% minimum for a headline / default stake (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 54.4% · No 45.6%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.4% · No 45.6%
  • 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.

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: 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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Liga II Liga II — Standings
# TEAM MP W D L PTS
1 Slatina 8 7 1 0 22
2 FC Politehnica Timisoara 8 6 2 0 20
3 CSM Reşiţa 8 6 0 2 18
4 FC Bacau 8 4 3 1 15
5 Chindia Targoviste 8 5 0 3 15
6 Popești-Leordeni 8 4 3 1 15
7 Concordia 8 5 0 3 15
8 Metalul Buzău 8 4 2 2 14
9 CS Afumati 8 4 2 2 14
10 Cetatea Suceava 8 3 3 2 12
11 Gloria Bistriţa 8 4 0 4 12
12 Metaloglobus 8 3 2 3 11
13 ASA Targu Mures 8 3 2 3 11
14 CSM Ramnicu Valcea 8 3 2 3 11
15 Bihor Oradea 8 2 3 3 9
16 Viitorul Şelimbăr 8 1 3 4 6
17 Ştefăneşti 8 2 0 6 6
18 CSA Steaua Bucureşti 8 1 2 5 5
19 Unirea Slobozia 8 1 1 6 4
20 CSM Satu Mare 8 0 4 4 4
21 Dumbrăviţa 8 0 3 5 3
22 CS Dinamo București 8 1 0 7 3
# TEAM MP GS GC +/- PTS
1 FC Bacau 8 19 8 +11 15
2 Popești-Leordeni 8 19 14 +5 15
3 FC Politehnica Timisoara 8 18 7 +11 20
4 Slatina 8 17 5 +12 22
5 Chindia Targoviste 8 17 8 +9 15
6 Concordia 8 17 13 +4 15
7 Cetatea Suceava 8 15 11 +4 12
8 CSM Reşiţa 8 13 8 +5 18
9 Bihor Oradea 8 13 10 +3 9
10 Gloria Bistriţa 8 12 10 +2 12
11 CS Afumati 8 12 12 0 14
12 ASA Targu Mures 8 12 15 -3 11
13 Metaloglobus 8 11 12 -1 11
14 Unirea Slobozia 8 11 12 -1 4
15 CSM Ramnicu Valcea 8 10 13 -3 11
16 Metalul Buzău 8 9 7 +2 14
17 CSA Steaua Bucureşti 8 9 17 -8 5
18 CS Dinamo București 8 9 27 -18 3
19 Viitorul Şelimbăr 8 7 14 -7 6
20 Ştefăneşti 8 6 15 -9 6
21 Dumbrăviţa 8 5 16 -11 3
22 CSM Satu Mare 8 3 10 -7 4