Weighted Random Number Generator

Generate random selections based on weighted probabilities for accurate decision-making

Try:

Your generated content will appear here

How to Get Started

Simple steps to create amazing results

1

Add Your Options

Enter the items or values you want to randomly select from. Add as many options as you need for your specific use case.

2

Assign Weights

Set the probability weight for each option. Higher weights mean greater chance of selection. Adjust weights to match your desired distribution.

3

Generate & Export

Click generate to produce weighted random selections. Export your results or generate multiple times with consistent probability distributions.

Main Features

Powerful capabilities at your fingertips

Custom Weight Assignment

Assign any weight value to each option, giving you complete control over probability distributions and selection likelihood.

No Repeat Options

Enable constraints to prevent duplicate selections, ensuring each item is chosen only once in a generation session.

Instant Results

Generate weighted random selections immediately with accurate probability calculations reflecting your custom weight settings.

Export Functionality

Save your generated results and weight configurations for future use, documentation, or integration into your projects.

Accurate Distribution

Advanced algorithms ensure that probability distributions match your assigned weights precisely over multiple generations.

Flexible Configuration

Customize generation parameters including quantity, uniqueness constraints, and weight normalization to fit any scenario.

Frequently Asked Questions

Everything you need to know

A weighted random number generator assigns different probabilities to each option based on their weights, ensuring that the results reflect these probabilities accurately.
Yes, our generator includes options to handle constraints such as no repeats, allowing you to customize the randomization process according to your needs.
Weighted randomization is useful in scenarios like decision-making, simulations, game development, and any situation where different outcomes have different probabilities.
Weights represent relative probability. If one option has weight 3 and another has weight 1, the first is 3x more likely to be selected. Start with simple ratios and adjust based on your desired outcome distribution.

Ready to Get Started?

Create weighted random selections with custom probabilities in seconds. Perfect for games, simulations, and decision-making.