Esports tournament seeding
An esports league uses secure mode with duplicate protection to randomize brackets, exporting CSV logs for auditors after every draw.
Generate secure, unbiased random numbers with flexible ranges, unique draws, and instant export options for any scenario.
Explore focused workflows for lotteries, true randomness, gaming presets, mobile-ready UIs, and more.
Preset range recipes and fairness checklists for whole-number draws.
Simulate Powerball, EuroMillions, or custom raffles with exportable batches.
Understand Web Crypto entropy, fallbacks, and verification workflows.
Dice replacements, loot table automation, and fair tournament seeding.
Mission, architecture, and roadmap behind the RNG.
Generate realistic global phone numbers or bulk CSV exports for onboarding flows, QA, and privacy sign-ups.
Enter minimum and maximum values and decide how many results you need.
Switch between fast Math.random or secure crypto entropy and toggle duplicate protection.
Generate numbers instantly, copy them, or download ready-to-use CSV/TXT files.
Simulate rolls, randomize encounters, or draft tournament brackets with optional no-repeat fairness.
Generate unbiased samples for probability lessons, statistics labs, or mathematics demonstrations.
Create reproducible test data, shuffle IDs, or choose participants while exporting logs for audits.
See how different teams rely on the generator to remove bias and document their workflows.
Esports tournament seeding
An esports league uses secure mode with duplicate protection to randomize brackets, exporting CSV logs for auditors after every draw.
University research lab
A statistics department generates reproducible random assignments, storing the history pane output alongside experiment notes for compliance.
Product feature rollouts
A SaaS growth team randomly selects feature-flag cohorts and shares the TXT export with engineering to ensure transparent allocation.
Addressing the most common RNG complaints: bias, opacity, and limited control.
Cryptographic entropy
Secure mode uses the browser crypto API for high-quality randomness when available.
Repeatable settings
Every batch logs its parameters so you can prove how results were produced.
Fast at scale
Generate up to 1,000 numbers per batch in under a second on modern devices.
Client-side privacy
All calculations stay in your browser—no accounts, uploads, or data retention.
Set the range, quantity, format, and randomness source that fit your task.
Allow duplicate numbers
Turn off to guarantee unique results. Larger ranges are required without duplicates.
Randomness source
Choose fast Math.random or secure cryptographic entropy.
History is empty. Generate numbers to keep a record.