Bandit Testing

Advanced 📣 Marketing / Advertising

Definition

An optimization technique that allocates more traffic to better-performing variations while still testing others, rather than splitting traffic evenly. It's like A/B testing's smarter cousin who actually uses the results in real-time.

Example Usage

We ran a bandit test that shifted 80% of traffic to the winning variant within two weeks.

Origin

From the multi-armed bandit problem in probability and machine learning theory.

Fun Fact

Named after the thought experiment of a gambler choosing between multiple slot machines with unknown payouts.

Source: Data science and optimization marketing terminology

Related Terms

Translate This Term

See “Bandit Testing” in Corporate Speak, Gen-Z Slang, Pirate Speak, and more.

Try the Translator