Without Repetition, Autobattlers Are Just Theorycrafting

Feedback is essential when learning games. But choices made in autobattler games occur outside the battle itself, delaying feedback and hiding which choices led to success or failure. Autobattler feedback becomes comprehensible only when players repeat the same encounters with small changes each time so they can compare how each choice affects the outcome, otherwise it blends together into noise that can't be attributed to a single choice.

A video game that does this very well is Loop Hero. In it, your hero walks around a looped path, traveling through the same locations and fighting the same monsters again and again. You are tasked with increasing the challenges to become stronger without killing your hero. Encountering the same groups of monsters each time you make a circuit gives you a sense for how well your hero fares against that specific group, allowing you to make adjustments by switching equipment or adding new monsters as necessary. The repetition lets you compare your performance against the same monsters across multiple loops to understand the effects of your incremental adjustments.

Even in tabletop games, where players have more insight into the mechanics because they must resolve them manually, repetition is useful for comprehension. In Tag Team, players have a deck of cards that they go through in order, simultaneously revealing and comparing cards against their opponent's. In between runs, they add one card anywhere in their deck, preserving the order. Because the cards come out in the same order each time with only a single addition, they get clear feedback on how their changes affect the outcome of the round.

The role of repetition in autobattlers is that of a control group in science. It isolates specific variables to understand their effect when all else remains the same. The appeal of autobattlers lies in experimentation followed by observation. To understand which of their choices matter, players need access to counterfactual worlds without those choices. Repetition makes those counterfactuals real. When you don't give players a way to cleanly separate the effects of their choices, gameplay is just theory-crafting with no validation.