Functional mapping of eloquent cortex is often necessary prior to invasive brain surgery, but current techniques that derive this mapping have important limitations. In this paper, we demonstrate the first comprehensive evaluation of a rapid, robust, and practical mapping system that uses passive recordings of electrocorticographic (ECoG) signals. This mapping procedure is based on the BC12000 and SIGFRIED technologies that we have been developing over the past several years. In our study, we evaluated ten epilepsy patients from four different institutions and compared the results of our procedure to the results derived using electrical cortical stimulation (ECS) mapping. The results show that our procedure derives a functional motor cortical map in only a few minutes. They also show a substantial concurrence with the results derived using ECS mapping. Specifically, compared to ECS maps, a next-neighbor evaluation showed no false negatives, and only 0.46% and 1.10% false positives for hand and tongue maps, respectively. In summary, we demonstrate the first comprehensive evaluation of a practical and robust mapping procedure that could become a new tool tor planning or invasive brain surgeries.