The Writile Benchmark Infrastructure creates a shared view of writing that has never existed before.

By making writing growth and authorship visible over time, the infrastructure produces signals that operate across classrooms, institutions, and systems without changing how writing is taught.

The same benchmark supports different decisions, depending on who is looking at it.