đ¤ Game Model Generator
AI-powered optimization engine. Define your target metrics and let the system generate optimal reel configurations.
BETA â Internal Tooling
đ
Configuration Builder
Target RTP
%
93.83
%
Long-run return to player
Target Volatility (Ī)
std dev
2.39
Ī
Risk-reward profile (higher = more swings)
Target Hit Frequency
%
58.00
%
How often any win occurs
Theme:
đ¤
Import Configuration
đ
Drag & drop your JSON config
or click to browse
Configuration Detected
RTP
â
Volatility
â
Hit Freq
â
Strategy
â
â
AI Configuration Rater
đ
Upload config for AI evaluation
Get a comprehensive quality rating and recommendations
â
/100
Quality Assessment
đ°
RTP Fairness
â
đ
Volatility Balance
â
đ¯
Hit Frequency
â
âī¸
Configuration
â
đ AI Recommendations
đ Detailed Metrics
đ
Optimizing Reel Configuration
Iteration: 1/200
Fitness: â
Generated Model
â Configuration Generatedđ
Target Feasibility
Feasible
Feasible
đ
RTP Accuracy
99.8%
đ
Volatility Accuracy
87.5%
đ¯
Hit Frequency Accuracy
98.0%
âī¸
Constraint Satisfaction
BALANCED
73/100
đ Target vs Generated Analysis
TARGET
RTP
93.83%
Volatility
2.39Ī
Hit Frequency
58.00%
GENERATED
RTP
93.95%
Volatility
2.21Ī
Hit Frequency
58.50%
DELTA
RTP
+0.12%
Volatility
-0.18Ī
Hit Frequency
+0.50%
Configuration Quality Metrics
82/100
RTP Closeness
99%
Volatility Closeness
75%
Hit Frequency Closeness
92%
⥠Optimization Convergence
Fitness Score Evolution
đ Generation Metrics
đĸ
Total Iterations
5000
âąī¸
Generation Time
152 ms
đ
Reel Size
30
âĄ
Convergence Rate
32.89 iters/ms
đ
RTP
93.83%
Return to Player
đ
Volatility
2.39Ī
Medium Risk
đ¯
Hit Frequency
58.0%
Win Rate
âĄ
Max Exposure
Ã50
Per Spin
đ° Generated Reel Weights
âąī¸ Optimization Timeline
Total Iterations:
200
Best Fitness Score:
0.45
Generation Time:
152 ms
Optimization Rate:
1.32 iters/ms
âšī¸ How It Works
- Define Targets: Set your desired RTP, volatility, and hit frequency
- Random Search: Generate 200 random reel configurations
- Evaluate: Calculate theoretical metrics for each candidate
- Optimize: Select the configuration closest to your targets
- Export: Use the generated weights in your live game
âī¸ Technical Details
- RTP: Mathematical expectation per unit wagered
- Volatility (Ī): Standard deviation of returns
- Hit Frequency: P(any win) = P(triple) + P(pair)
- Fitness Function: Weighted multi-objective optimization
- Reel Slots: 9 total slots per reel, each symbol âĨ1