How Physics-Based Typo Generation Works
Keyboard Proximity Errors
Errors are based on physical keyboard proximity, not random character mutation. Adjacent keys are more likely targets than distant ones.
Phone vs Keyboard Typos
Phone tap has a wider adjacent-key radius than desktop keyboards. Each device model produces distinct, realistic error patterns.
Reproducible Results with Seeds
Provide a seed number and get the exact same typos every time. Perfect for reproducible testing and snapshot comparisons.
Realistic Error Types
From adjacent key hits to doubled punctuation, skipped characters to word omissions — covering all realistic typo patterns.