Does Level make a big difference (not gear or mods)

The real first major benchmark in hero level is 50. This is when you can add mods. As far as whether 80 vs 85 is a significant jump considering the resource cost, skills and gear do have level restrictions. The incremental Stat increase isn't too significant compared to mods or gear, but level increase is needed for skill/gear. So ya. It is important.