Prototype — fictional data only. Not a production system and not affiliated with any real student information.

Admin view

Admin preview

A lightweight overview of classes, teachers, recording volume, and delivery trends — plus an estimated AI-cost breakdown. For breadth and visual completeness; creation and enrollment workflows are out of scope for the prototype.

Classes

1

Teachers

1

Students

6

Recordings

10

0 this week

Average pace

152 WPM

Across all attempts (estimate)

Safety flags

1

Awaiting review

Estimated AI cost

Estimate

Derived from token usage × list prices (2026-09-01 (representative placeholder — verify)). Not a bill — OpenAI has no pricing API, so these rates are maintained in-app and should be verified before quoting. Based on 10 analyses (1 measured, 9 seeded/estimated).

Total (all analyses)

$0.029

Average per feedback

<$0.01

ModelPrompt tokensOutput tokensEst. cost
gpt-4o5,8751,428$0.029