Skilirium

Scores each criterion from its own evidence in the answer

T-331 · Skill knobit · Activity: Grade answers against a rubric · Competence: Skill assessment

A raw score per criterion, on its scale, from the evidence for that criterion only

Can AI do this?

AI does this well Most of the tested AI models master this. 3 of 4 models in the current benchmark master it.

ModelTierProbability of masteryStatus
gemini-4-argonFlagship 95%Mastered
gemini-3.5-flash-liteLow cost 94%Mastered
gpt-6-lunaLow cost 18%Not shown
claude-haiku-5-5Low cost 95%Mastered

Mastered means a probability of at least 90% that the model has this knobit, estimated from its graded answers. “Not shown” means the answers do not settle it either way. How the models are tested.

What it looks like in practice

Expected result: A raw score per criterion, on its scale, from the evidence for that criterion only

How it is assessed: The scores agree with grades known to be correct

Related knobits

Builds on

All 16 knobits of Grade answers against a rubric.

Source: Graded on its own by sa-answer-grading