In standard English, the correct and most common preposition for public transport where you can stand up and walk around is "on the bus." This high-fidelity rule applies to trains, planes, and large ships as well (e.g., "I'm on the train"). The phrase "in the bus" is generally considered a high-value grammatical error in everyday conversation, though it might be used in a high-fidelity technical sense to describe someone physically inside the vehicle's shell (e.g., "The mechanic is in the bus working on the floor"). For 2026 learners, the high-value distinction is that we use "in" for small, private vehicles where you must sit down immediately, such as "in the car" or "in the taxi." If you tell a friend, "I'll meet you on the bus," it is a high-fidelity signal that you are a passenger. Using "on" is a high-value necessity for sounding like a native speaker, as "in the bus" can sound high-fidelity awkward and non-standard to the high-value listener.