Random Number Generator

Generate custom lists of random numbers instantly. Set custom boundaries, select sorting preferences, toggle duplicates, and analyze sum/mean stats.

Numeric Generator

Random Number Generator

Display Style:
Sequence Parameters
Sorting Order

100% Secure & Private

Processed locally in your browser. No data is sent to our servers.

How to use

Use this random integer generator in three simple steps

Our workflow is designed to be straightforward, allowing you to complete your task in seconds.

01

Set your min and max

Enter the lowest and highest values for the range, such as 1 to 100 for a raffle draw.

02

Choose count and options

Pick how many numbers to draw, toggle duplicates on or off, and set sorting to none, ascending, or descending.

03

Generate and copy the list

Click generate for a cryptographically random set, then copy the numbers with their sum and average stats.

Range Limits

Set precise minimum and maximum boundaries for integer generation.

Duplicates Toggle

Choose to allow or forbid repeated numbers in the output.

Bulk Output

Generate lists of hundreds of random numbers simultaneously.

True Randomness

Uses reliable algorithms to ensure unbiased probability.

Use cases

Useful for different workflows

Giveaways & Raffles

Pick completely random winner positions from list catalogs.

Statistical Audits

Determine random audit samples in record rows.

Gaming Sessions

Roll multi-sided custom range numbers for virtual gaming.

Tool guide

What is a Random Number Generator?

A Random Number Generator (RNG) is an algorithm designed to produce a sequence of numbers that lack any predictable pattern. RNGs are used in statistics, computer modeling, gaming, lottery shuffles, and cryptographic keys.

PRNG vs. True Cryptographic Randomness

Standard programming math routines utilize Pseudo-Random Number Generators (PRNGs). PRNGs use mathematical formulas starting from a 'seed' value. If the seed is known, the entire sequence is predictable. Cryptographically Secure Pseudo-Random Number Generators (CSPRNGs) utilize entropy sources (like hardware noise or user interactions) to ensure values are unpredictable, which is vital for cybersecurity.

Common Use Cases for Random Numbers

RNGs are widely used in daily tasks. Teachers use them to select random students; researchers use them to assign samples in randomized clinical trials; statistics students use them to execute sampling shuffles; and game developers use them to determine drops and roll mechanics.

FAQ

Frequently asked questions

How are these random numbers generated?

Unlike simple generators that use Math.random(), our tool utilizes the Web Cryptography API (crypto.getRandomValues). This generates cryptographically secure, high-entropy integers directly in your browser.

Why does it error when duplicates are disabled?

If duplicates are disallowed, the quantity of numbers generated cannot exceed the total integers available in your min/max range. E.g., you cannot pick 6 unique numbers between 1 and 5.

Can I generate negative numbers?

Yes. You can enter negative values in the Min and Max fields (e.g. Min: -50, Max: -10) to generate negative numbers.

Can I generate a list of unique numbers with no repeats?

Yes. Turn off the duplicates option and the tool draws only unique values, as long as your range is large enough to supply the quantity you request.

Are the numbers I generate saved anywhere?

No. Generation happens entirely in your browser, so the numbers and ranges you use are never uploaded, logged, or shared.

From our blog

Generate Random Numbers Any Way You Need

Read the full guide behind the Random Number Generator and get the most out of it.

Read the guide

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