For me, zero running gives sub 20, running or biking 1-2 times per week gives sub 19, and base training for sub 17.
This probably scales for better and worse athletes. if he has talent, breaking 18 but not 17 probably falls within "training but not even serious enough to call it a solid base phase," which is common for HS team members.