Probability is one of the many factors which influence phonetic variation. Contextual probability, which describes how predictable a linguistic unit is in some local environment, has been consistently shown to modulate the phonetic salience of words and other linguistic units in speech production (the probabilistic reduction effect). In this paper we ask whether the probabilistic reduction effect, as previously observed for majority languages like English, is also found in a language (Kaqchikel Mayan) which has relatively rich morphology. Specifically, we examine whether the contextual predictability of words and morphemes influences their phonetic duration in Kaqchikel. We find that the contextual predictability of a word has a significant effect on its duration. The effect is manifested differently for lexical words and function words. We also find that the contextual predictability of certain prefixes in Kaqchikel affects their duration, showing that contextual predictability may drive reduction effects at multiple levels of structure. While our findings are broadly consistent with many previous studies (primarily on English), some of the details of our results are different. These differences highlight the importance of examining the probabilistic reduction effect in languages beyond the majority, Indo-European languages most commonly investigated in experimental and corpus linguistics.