Dice Roller & Coin Flipper

Dice Roller & Coin Flipper - 3D Probability Simulator (D4 to D100)

Roll single or multiple polyhedral dice (D4, D6, D8, D10, D12, D20, D100) and flip coins with true cryptographic randomness, modifiers, and probability stats. 100% private in-browser gaming cockpit.

Presets:

Dice Tray Controller

D4 to D100, Modifiers & Rolls

Tray: 1 die
e.g. 2d20k1 + 5
+0
realistic
Crypto PRNG: Bias-Free Rejection SamplingZero Server Latency
Total Roll Sum
15
Kept 1 of 1 dice
Combat / Outcome
Regular Roll
Valid tabletop resolution
Expected Value (EV)10.5Range: 1 to 20
Entropy Sourcewindow.cryptoHardware Random
D2015Reroll
Formula: 1d20

Dice & Coin History Log

Past 50 rolls with time stamps & instant re-roll

No rolls recorded in this session yet.

Total Dice Outcome SumCSPRNG (window.crypto)
CSPRNG Cryptographic EntropyNat 20 / Nat 1 & Coin Streaks
Theoretical Probability of Roll100% In-Browser Memory
Technical Reference & Architecture Guide

Dice Roller & Coin Flipper - 3D Probability Simulator (D4 to D100) — Reference Guide

Technical reference and probability architecture guide for polyhedral dice rolling, coin toss Bernoulli trials, and cryptographically secure hardware entropy.

Dice Roller & Coin Flipper - 3D Probability Simulator (D4 to D100) — Reference Guide — Client-Side In-Memory Architecture & Data Flow
Dice Roller & Coin Flipper - 3D Probability Simulator (D4 to D100) — Reference Guide — Client-Side In-Memory Architecture & Data Flow

Key Parameters & Controls

Total Dice Sumnumber

Sum of all active dice face values plus applied modifiers.

Default: 18
Individual Dice Rollsstring

Array of face results showing dropped or kept dice.

Default: [6, 5, 4] (dropped 2)
Coin Toss Resultstring

Heads vs Tails outcome of Bernoulli trial.

Default: Heads (6), Tails (4)
RNG Sourcestring

Cryptographically Secure Hardware Entropy Source.

Default: window.crypto

Pro Tips & Best Practices

True Cryptographic Randomness vs Pseudo-Random Math

Physical dice have minor imperfections, while computer Math.random() repeats patterns. Our engine uses browser hardware entropy (crypto.getRandomValues) for mathematically unbiased gaming fairness.

The Bell Curve of 2d6 and 3d6

Rolling 1d12 gives an equal 8.33% chance for every number. Rolling 2d6 creates a pyramid curve peaking at 7 (16.67% chance), which is why games like Catan and Craps use two dice.

Understanding Advantage and Disadvantage in D&D

Rolling with Advantage (take higher of 2d20) adds the mathematical equivalent of roughly a +3.32 bonus to your roll across the middle ranges.

Common Gotchas & Troubleshooting

⚠️Dice Roll Sound Disabled

Click the speaker icon in the dice tray to toggle tumbling dice sound effects on or off.

⚠️Formula Notation Syntax Error

Format expressions as 'NdX + M' where N is count of dice, X is number of faces, and M is modifier (e.g. '2d8 + 3').

Frequently Asked Questions

Are the dice rolls truly random?▼

Yes. Every roll is generated via window.crypto.getRandomValues, which harvests physical hardware entropy from your device CPU/OS, exceeding casino gaming fairness standards.

What polyhedral dice are supported?▼

We support all standard tabletop dice: D4 (4 sides), D6 (6 sides), D8 (8 sides), D10 (10 sides), D12 (12 sides), D20 (20 sides), and D100 (percentile).

Can I roll with advantage or disadvantage?▼

Yes. Toggle the Advantage button to roll 2d20 and automatically keep the highest result, or Disadvantage to keep the lowest result.

Can I use this for virtual tabletop (VTT) gaming?▼

Yes. Results can be copied in one click with timestamp and formula details, perfect for pasting into Discord or tabletop campaign chats.

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