Exploration-Exploitation Dilemma

In A/B testing, the exploration–exploitation dilemma is the trade‑off between running new experiments to discover potentially better variants (exploration) and allocating traffic to the current best‑performing variant to maximize immediate gains (exploitation). Striking the right balance ensures you learn enough about alternatives without sacrificing too much short‑term performance.