We conducted an in-depth investigation into the characteristics of the halide abstraction reaction facilitated by XB-based organocatalysts CAT3 and CAT9 (Scheme 1). These catalysts have been subject to previous experimental testing, where their catalytic activities were reported to be quite similar under equivalent experimental conditions. However, the literature lacks explicit details on the binding mode and mechanistic pathways involved.