Skilirium

Recognises a semi-additive balance summed over time

W-203 · Skill knobit · Activity: Define metrics and KPIs · Competence: Data warehousing and business intelligence

Balances added across days or months.

Can AI do this?

Not settled yet The benchmark tested this, but the models' answers do not settle yet whether they master it. 0 of 4 models in the current benchmark master it.

ModelTierProbability of masteryStatus
gemini-4-argonFlagship 73%Not shown
gemini-3.5-flash-liteLow cost 64%Not shown
gpt-6-lunaLow cost 70%Not shown
claude-haiku-5-5Low cost 66%Not shown

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: An average or period-end balance

How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: KP-004 "deposit balance Q3" = sum of three month-end balances Acceptable: Average of daily balances, or period-end

Also known as: Semi-additive balance summed over time

Related knobits

Builds on

All 19 knobits of Define metrics and KPIs.

Source: Review checklist 02-metric-definitions, row 3 (Kimball)