About CS2PREDICT
CS2PREDICT is an independent AI-powered analytics platform for professional Counter-Strike 2 esports. We build and operate statistical models that predict match outcomes across all competitive CS2 tiers — from Major tournaments to regional qualifiers.
Our Mission
We believe competitive esports deserves the same level of data-driven analysis available in traditional sports. Our goal is to provide transparent, accurate, and accessible match predictions that help fans understand the factors influencing match outcomes.
Unlike black-box prediction services, CS2PREDICT publishes the accuracy of every model in real-time. You can see exactly how each model performs across different match tiers, track accuracy trends over time, and evaluate prediction quality using industry-standard metrics like Brier Score and Log Loss.
How It Works
Our system continuously monitors professional CS2 matches via HLTV.org. When a new match is announced, we automatically:
- Collect team rankings, roster data, and recent match history
- Compute 50+ statistical features per match (ELO ratings, form, momentum, tilt, head-to-head records, strength of schedule)
- Run all 27 models independently to generate win probabilities
- Display predictions with full transparency — including model accuracy and confidence levels
Data refreshes every 5 minutes. Results are checked every 10 minutes. All predictions are timestamped and evaluated against actual outcomes.
Technology
CS2PREDICT is built with Python and Django, backed by PostgreSQL. Our prediction engine uses logistic regression, ELO rating systems, and ensemble methods. We don't use deep learning or neural networks — our models are interpretable and auditable. Every prediction can be traced back to specific input features.
Fair Play & Transparency
- No hidden models — every model's accuracy is publicly tracked
- Calibrating period — new models must complete 20+ predictions before entering the leaderboard
- Real-time evaluation — accuracy metrics update automatically after each match
- Predictions before matches — all predictions are generated and timestamped before the match starts, never retroactively
Contact
For questions, feedback, or partnership inquiries, reach us through the support system on the platform.
CS2PREDICT is not affiliated with Valve Corporation, HLTV.org, or any tournament organizer. Counter-Strike 2 is a trademark of Valve Corporation. All match data is sourced from publicly available information.