> The sodium lamps use roughly the same amount of energy
"The new LED lights will consume 50% less electricity than the existing High Pressure Sodium (HPS) lights. When fully implemented the new fixtures are estimated to save the City $10 million a year in utility costs. By consuming less electricity, the City is helping reduce its carbon footprint. LED fixtures last up to two-three times longer than HPS fixtures."
> cast a light quality that is better for both humans and animals
"Compared to HPS lights, LED lights make it easier to see the contrast between an object and its surroundings; so one can quickly and more accurately identify people, vehicles, road debris or other things on the street or sidewalk. The whiter light also enhances peripheral vision and improves the quality of video resolution"
[1] http://chicagosmartlighting-chicago.opendata.arcgis.com/page...