GradeChumEngineeringPresentQ3 · 2026
Goal #02Cost Optimization

25% Cost Reduction Target

Reduce the AI usage cost per user by 25% from the June 2026 starting point.

Cost per Teacher / Month

$2.579

Baseline $2.580 · Target $1.935
Progress toward 25% goal
Original baseline
Cost per Student / Month

$0.1021

Baseline $0.1020 · Target $0.0765
Progress toward 25% goal
Original baseline
Total Monthly Spend

$796.23

162 teachers + 3,705 students · 2026-06

2 monthly snapshots recorded
Add Monthly Snapshot

Record actual spend figures for a given month to track progress against the 25% reduction goal.

e.g. 2026-07 (year-month)

Teachers
Students
Monthly Snapshot History

Rows highlighted in green have reached the 25% target. ▼ = cost reduced (good) · ▲ = cost increased (needs action).

MonthTeachersTeacher Total$/Teachervs StartStudentsStudent Total$/Studentvs Start
2026-07
month-to-date

auto · GCP billing + active users · month-to-date through 2026-07-10

121$76.94$0.6361,444$97.86$0.0678
2026-06
original
162$417.82$2.5793,705$378.41$0.1021