🎲 RGE-256 Generator

ARX-Based Pseudorandom Number Generator

Lite Version

🎓 Lite Version: This is a simplified demo with basic features. Full version with advanced statistical tests, multiple visualizations, PDF reports, and more available for research collaboration.

⚙️ Configuration

Starting point for random sequence (same seed = same numbers)

🎲 Generate Numbers

Generate between 1 and 50,000 numbers (use 10,000+ for good statistics)
Numbers will appear here after generation.

📊 Basic Statistics

Count
0
Mean
-
Std Dev
-
Min / Max
- / -

📈 Distribution Histogram

Shows how numbers are distributed. Bars should be roughly equal height for good uniformity.

🪙 Coin Flip Demo

Test randomness by flipping virtual coins

Heads
0
0%
Tails
0
0%
⚠️ Important: This generator is NOT intended for cryptographic use. Do not use for passwords, encryption, security tokens, or any security-critical applications.