Toprak
Shutli's AI Model
The current release of our AI model that processes football data in real-time, learns continuously, and produces insights.
What is Toprak?
Toprak is the AI model of the Shutli platform. All analyses shown across the mobile app, web panel, and public website are produced by Toprak.
Toprak performs only data analysis and statistical evaluation — it does not provide betting advice or earnings guarantees.
What's New in Version 1.5
Toprak 1.5 — a major step forward in reliability, transparency, and coverage.
Data Quality Guard — low-confidence scenarios are automatically downgraded to a lower tier.
Transparent Reporting — performance values delivered plainly and honestly across 23 languages.
Calibration Threshold Refresh — drift detection re-aligned.
Pre-Match Insights Pipeline — three tiers (Altın / Gümüş / Bronz) running in stable production.
Continuous Learning — daily incremental retraining plus drift monitoring.
Capabilities
Toprak's primary outputs in football data analysis
Live Match Analysis
Per-minute evaluation during matches — momentum, attack intensity, match tempo
Pre-Match Insights
Pre-kickoff insights with 3-tier confidence levels (Altın / Gümüş / Bronz)
Real-time Signals
Instant notification when significant changes are detected
Tournament Analysis
Special bracket and group analysis for major tournaments including FIFA World Cup 2026
How It Works
Toprak's high-level workflow
Data Collection
Collects real-time and historical football data from over 500 different data points
Smart Prioritization
Automatically detects and prioritizes matches from leagues with high data quality
3-Tier Confidence
Altın / Gümüş / Bronz tier system transparently shows output calibration
Performance and Transparency
The model's productivity and limitations are openly shared
Wide-coverage data from leagues with high data quality
23-language insight delivery
Continuous calibration — automatic drift detection
Gold tier confidence level (highest)
Silver tier confidence level
Bronze tier confidence level
Past performance does not guarantee future results. Toprak provides only data analysis and statistical insights.
Where Toprak is Used
The same model runs across all Shutli products
Mobile App
iOS and Android — Goal Signals, Pre-Match Insights, live analysis
Web Panel
On the web — match detail, insights, league analysis
Tournament Hub
FIFA World Cup 2026 group analysis, bracket insights
B2B White Label
API and custom branding solutions for partners (coming soon)
Version Timeline
Development chronology of the Toprak model
v1.5 — May 2026
Data Quality Guard + Transparent Disclosure + Pre-Match Insights Pipeline
v1.4 — April 2026
Live Rule Engine, Multi-market Tier system
v1.2 — March 2026
ML Shadow Learning + Calibration System
v1.0 — February 2026
Initial release — 3-tier system
Limitations
What Toprak DOES NOT do
Does not provide betting advice or earnings guarantees
Past performance is not a definitive indicator of future results
Delays or gaps in data sources may affect analysis quality
Not designed for non-football sports or financial markets