Home▸AI & Machine Learning▸A/B Test Optimizer — UCB1 Multi-Armed Bandit Live

🎰 A/B Test Optimizer — UCB1 Multi-Armed Bandit Live

Watch a real UCB1 multi-armed-bandit algorithm allocate simulated traffic across page variants live, balancing exploration and exploitation to converge on the best-converting variant faster than a fixed 50/50 split.

AI & Machine Learning3DModerate60 FPS

⚙ Under the hood

Watch a real UCB1 multi-armed-bandit algorithm allocate simulated traffic across page variants live, genuinely balancing exploration and exploitation to converge on the best-converting variant faster than a fixed 50/50 split.

Three.jsWebGLAIMachine Learning

3D · Three.js / WebGL renderer · 60 FPS target · runs fully client-side, no install