How so? Large diesel generators are respectably efficient at perhaps 40%. Not as efficient as a CCGT plant at 60% but also not in a different order of magnitude.
Because a 20% drop in efficiency is substantial, and because the alternative to diesel generators isn’t just CCGT. You could also use solar, wind, nuclear, tidal etc etc
Carbon output of a diesel generator is horrific compared to just about any form of large scale energy production.