Considering the current demand for efforts that deal with performance evaluation of ubiquitous computing services, this paperfocuses on evaluating a context inference service that can be configured according to applications reasoning requirements. After detailing a performance evaluation of a context inference service with multiple inference engines over semantic context information, we contribute with a set of general reasoning-related issues that developers must take into account when building ontology-based ubiquitous applications.