Because their small batteries being too much stressed do not last longer and in the end you run on ICE with the extra weight of battery, inverters and powertrain...

Another tempted but so far not promising was the hybrid-series EVs (like ships, with electrical engine powered by a generator) so far Nissan have tempted again, but honestly sound to be a failure...