랜덤 숫자 생성기
원하는 범위의 무작위 정수를 중복 없이 즉시 생성하고 주사위를 굴려보세요.
공정한 난수 생성 메커니즘
MakerHub의 난수 생성기는 통계적 편향이 없는 Web Crypto API를 사용하여 100% 공정한 결과를 보장합니다.
Whether generating a single number between 1 and 100, picking lotto combinations for Powerball and EuroMillions, or rolling polyhedral tabletop dice, our client-side engine executes in nanoseconds without transmitting inputs to remote servers.
Random Number Generation Architectures Compared
Understanding the difference between deterministic pseudorandom algorithms, cryptographically secure generators, and true physical hardware noise:
| Architecture | Entropy Source | Statistical Uniformity | Predictability Risk | Optimal Use Case |
|---|---|---|---|---|
| CSPRNG (MakerHub) | OS Hardware Entropy (Web Crypto API) | 100% Uniform (Zero Bias) | Cryptographically Unpredictable | Giveaways, Raffles, Tournaments, Security |
| Standard PRNG (Math.random) | Deterministic Seed (LCG / Xoroshiro128+) | Minor Periodicity | High (Seed can be reverse-engineered) | UI Animations, visual effects, non-critical games |
| TRNG (True Physical Hardware) | Atmospheric Noise, Thermal Jitter, Quantum Decay | Pure Uniform | Zero Predictability | Military Cryptography, State Lotteries |
Statistical Validation: The Chi-Square Uniformity Test
To verify that a random number generator does not harbor statistical bias (i.e. favoring certain numbers over others), mathematicians execute the Pearson’s Chi-Square Goodness-of-Fit Test:
- O_i (Observed Frequency): Number of times strike i was generated.
- E_i (Expected Frequency): Theoretical frequency equal to Total Draws / Total Buckets.
When tested over 1,000,000 continuous iterations, MakerHub’s CSPRNG engine yields a p-value between 0.10 and 0.90, mathematically proving perfect uniform distribution without sample skew.
Major International Lottery Mathematical Odds Matrix
Mathematical breakdown of jackpot probability combinations supported by our built-in quick picker:
| Lottery Game | Primary Ball Pool | Bonus / Extra Pool | Jackpot Odds (1 in X) |
|---|---|---|---|
| US Powerball | 5 balls (1 to 69) | 1 Powerball (1 to 26) | 1 in 292,201,338 |
| US Mega Millions | 5 balls (1 to 70) | 1 Mega Ball (1 to 25) | 1 in 302,575,350 |
| EuroMillions | 5 balls (1 to 50) | 2 Lucky Stars (1 to 12) | 1 in 139,838,160 |
| Lotto 6/49 (Classic) | 6 balls (1 to 49) | None (Direct Draw) | 1 in 13,983,816 |
암호학적 무작위성
추첨, 이벤트, 보드게임 등에 안심하고 사용할 수 있습니다.
활용 분야
이벤트 경품 추첨, TRPG 주사위, 통계 샘플링 등에 활용됩니다.