APEX v3 RETIRED
Match Outcome · Gradient Boosting (legacy)

The original baseline model. Now retired.

AUC
0.67
held-out test set
47
Predictions
2 pending
60.0%
Accuracy
45 settled
-1.8%
Shadow ROI
-5.1u P&L
60.0%
Bet Hit Rate
45 bets

About this Model

APEX was CounterQuant's first-generation match predictor, establishing the feature pipeline and calibration approach that ORACLE v2 now supersedes. APEX v3 introduced the team Elo feature family and rolling-window form tracking. Retired in favour of ORACLE v2 which uses 2× the features with improved calibration and stronger SoS modeling.

Performance Charts

Accuracy Over Time

Solid = cumulative; dashed = rolling-20 (shown after 5 predictions); gray = 50% baseline.

Reliability Diagram

Bars = actual win rate per confidence bucket; dashed = perfect calibration.

Cumulative Shadow P&L

Cumulative units of profit/loss across all shadow bets for this model.

Top Feature Drivers

Overall Elo differential 38%

Primary team quality signal

Rolling win rate (20-match) 24%

Recent form rolling window

H2H record 16%

Head-to-head history

Tier-weighted match count 12%

Experience proxy

LAN/Online indicator 10%

Venue adjustment

Feature importances reflect normalized split gain across the training set. Values are approximate — the model uses all features simultaneously.

How to Interpret

APEX is retired and its predictions are preserved in the ledger for historical backtesting only. Compare APEX accuracy vs ORACLE to see the improvement.

Per-Tier Breakdown

Tier Preds Correct Acc
T1 5 2 40.0%
T2 19 14 73.7%
T3 21 11 52.4%

Monthly Performance

Month Preds Correct Acc
Jun 2026 45 27 60.0%

Full Prediction History (45 settled)

Date Matchup Tier Predicted Winner Confidence Result
Jun 9 Ground Zero vs MARKandLARRY T3 Ground Zero
21.5%
Jun 8 HYPERSPIRIT vs INOX Division T2 INOX Division
30.1%
Jun 8 Abyssal vs Ding Cuts T3 Abyssal
24.4%
Jun 8 PsychoFace vs brazylijski luz T2 PsychoFace
3.0%
Jun 7 Virtus.pro vs GenOne T2 Virtus.pro
3.0%
Jun 7 ENCE vs brazylijski luz T2 ENCE
21.5%
Jun 7 KOLESIE vs Lazer Cats T2 KOLESIE
3.0%
Jun 7 Atreides vs HYPERSPIRIT T2 Atreides
21.5%
Jun 6 Nuclear TigeRES vs AM T3 Nuclear TigeRES
3.0%
Jun 6 OLDBOYS PL vs bankaPEPSI T3 bankaPEPSI
13.7%
Jun 6 TDK vs Walczaki T3 TDK
34.7%
Jun 6 ARCRED vs ASTRAL T3 ASTRAL
2.1%
Jun 6 RUSTEC vs Young Ninjas T2 RUSTEC
3.0%
Jun 6 Betclic vs INOX Division T3 INOX Division
13.9%
Jun 6 G2 Ares vs aAa T2 G2 Ares
39.3%
Jun 5 ex-RUBY vs RUSTEC T3 RUSTEC
4.5%
Jun 5 VP.Prodigy vs Clutchain T3 VP.Prodigy
21.5%
Jun 5 eternal premium vs Project 91 T3 Project 91
2.1%
Jun 5 Fire Flux vs Arch T3 Arch
13.7%
Jun 5 ZOTIX vs Banger Gang T3 Banger Gang
2.1%
Jun 5 NRG vs BIG T1 NRG
39.3%
Jun 5 GenOne vs BIG Academy T2 BIG Academy
13.9%
Jun 5 QUAZAR vs ReThink T3 QUAZAR
3.0%
Jun 5 DONSTU vs COPH9K T3 DONSTU
20.2%
Jun 5 XI vs LFO 6 T3 LFO 6
55.9%
Jun 5 Misa vs JUMBO T3 Misa
20.2%
Jun 5 100 Thieves vs Phantom T2 100 Thieves
3.0%
Jun 5 aAa vs ex-Zero Tenacity T2 ex-Zero Tenacity
13.9%
Jun 5 ENRAGE vs ROUNDS T3 ROUNDS
4.5%
Jun 5 Liquid vs FlyQuest T1 Liquid
24.4%
Jun 5 Bushido Wildcats vs ex-RUBY T2 ex-RUBY
13.9%
Jun 5 SPARTA vs CYBERSHOKE T3 SPARTA
3.0%
Jun 5 Oxuji vs Misa T2 Oxuji
20.2%
Jun 5 Acend vs Ursa T3 Ursa
10.6%
Jun 5 TYLOO vs Lynn Vision T1 TYLOO
20.2%
Jun 5 1win vs Betclic T2 1win
3.0%
Jun 5 Leo vs Lilmix T2 Leo
21.5%
Jun 5 Lavked vs MANA T2 Lavked
21.5%
Jun 5 ex-Zero Tenacity vs Johnny Speeds T2 Johnny Speeds
10.6%
Jun 5 KOLESIE vs Atreides T3 Atreides
2.1%
Jun 5 Walczaki vs KOLESIE T3 KOLESIE
16.7%
Jun 5 M80 vs NRG T1 NRG
13.9%
Jun 5 Liquid vs HEROIC T1 Liquid
3.0%
Jun 4 HYPERSPIRIT vs HEROIC Academy T2 HEROIC Academy
13.9%
Jun 4 AM vs ex-RUBY T2 ex-RUBY
31.9%

Live Performance

Predictions 47
Accuracy 60.0%
Shadow ROI -1.8%
Bet Hit Rate 60.0%
Shadow P&L -5.1u
Avg AUC (live) 0.6575

Calibration Quality

Brier Score 0.2479
Quality Fair

Brier score measures probability calibration (0=perfect, 0.25=random). Lower is better. A well-calibrated model's confidence matches actual win rates.

Data Coverage

First prediction Jun 4, 2026
Last prediction Jun 4, 2026
Active span 1d
Avg / week 315.0 preds

Selector Role

Retired — ORACLE v2 is the successor.

Version History

v1 2025-Q2

Initial 45-feature baseline; AUC 0.670

v2 2025-Q3

Added map-pool features; minor AUC lift

v3 2025-Q4

Final iteration before ORACLE succession

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