AI rubric generators: make scoring criteria observable
Evidence date: 2026-10-07

Decision criteria
School approval, teacher control and current tier entitlement.

Editorial evaluation scenario
Fictional assignment: explain one claim using two supplied sources; total available score is 12.
A student should be able to tell which observable behavior earns each point. Read descriptors across score bands and remove wording that scores the same error in two criteria.
School approval, teacher control and current tier entitlement.

Input / draft / final edit
Fictional assignment: explain one claim using two supplied sources; total available score is 12.
Four criteria each worth four points; total says 12.
Three criteria worth four points each: claim clarity, source support and explanation of the link between evidence and claim. Total: 12.

Before buying
MagicSchool
Documented: MagicSchool describes education tools and rubric-based feedback workflows.
Check: School approval, teacher control and current tier entitlement.
Manual or conventional route
Documented: Use a plain table when the criteria are already agreed and only formatting remains.
Check: Editorial workflow advice; this is not a measured comparison or vendor performance claim.

Official sources
https://www.magicschool.ai/pricing

Record your own test: selected plan, date, input, output, corrections, export and total cost. This sheet does not claim a vendor test.