AI Predictions
CS2-APEX v1.5CQ-GESUS-CS2-APEX v1.5 — calibrated win probabilities + SHAP explainability on 118,000+ match history. AUC 0.6928, isotonic calibration.
Model Intelligence Suite
Model Training — CQ-GESUS-CS2-APEX v1.5
Data Pipeline
Upcoming Predictions
Elo Baseline v0 — win probabilities for next 72 hours
Predictions will appear here as matches are scheduled.
CQ-GESUS Model Suite
GESUS — Game Environment Statistical Understanding System — six purpose-built models from general match outcome to full-signal market arbitrage.
"The pinnacle of match prediction"
The flagship all-purpose match outcome predictor. Built on 50+ features including Elo, form, roster changes, and event tier. Designed as your reliable daily driver for general betting and predictions.
"Invisible efficiency. Unseen edges."
Economy specialist that reveals invisible edges in team financial play. Analyzes 120+ demo-derived features like eco win rates, force-buy discipline, trade efficiency, and clutch economy management.
"Sees the unseen through 509 dimensions"
The deep-stats powerhouse. A 509-feature LightGBM ensemble that processes everything from KAST, utility impact, multi-kills, and advanced player synergies to deliver highly accurate predictions.
"Connects all data with live market reality"
The ultimate market-aware model. Combines all 509 demo/stats features with live Polymarket odds for real-time calibration, uncovering mispricings and delivering the strongest calibrated signals.
"Master of every map. Controls perception."
Map-specific prediction expert. Delivers precise per-map win probabilities by analyzing map pool depth, CT/T-side tendencies, economy patterns, and historical map performance.
"The complete battlefield dominator"
The complete battlefield dominator. An elite hybrid that blends the strongest signals from all GESUS models into one ultra-powerful all-round predictor for maximum accuracy.
Who Gets What
Access tiers unlock progressively more powerful models
| Model | Free | Hobbyist | Pro | Analyst | Enterprise |
|---|---|---|---|---|---|
| APEXGeneral Match Outcome | — | ✓ | ✓ | ✓ | ✓ |
| PHANTOMEconomy Specialist | — | — | ✓ | ✓ | ✓ |
| ORACLEDeep Stats Ensemble | — | — | — | ✓ | ✓ |
| MIRAGEMap-Specific Predictor | — | — | — | ✓ | ✓ |
| NEXUSFull Signal + Market | — | — | — | — | ✓ |
| TITANUltimate All-Rounder | — | — | — | — | ✓ |
| Confidence score | — | basic | full | full | full |
| Market edge vs Polymarket | — | — | ✓ | ✓ | ✓ |
| API access | — | ✓ | ✓ | ✓ | ✓ |
Simulated Track Record
Awaiting First ModelPaper bets placed before every match. No real money — a public log to prove accuracy before you commit.
Every prediction from CS2-APEX v1.5 is logged here as a paper bet. Win rate, ROI, P&L — fully public, fully auditable.
Latest Model Progress
live5 training runs ▾
Launch Thresholds
Global Feature Importance
Mean |SHAP| on validation set — higher = stronger predictor
Training Data