Sarah Klein
Controller · Finance
SK
ROI score
38Bad
Cost per accepted unit is above the team median.
Recommendation
Compare this person's model mix to top performers on the team.
AI spend
€128
7% vs prior period
Yield rate
45%
Team average 65%
Cost per accepted unit
€11.03
Team average €4.30
Leverage vs last month
1.16
26 runs · 12 accepted · 2.3M tokens
Weekly AI spend
Human loops
Accepted52%
Rejected 48% · team 77% accepted
Guidance levelHigh
Runs without result13%
Waste€96
ROI score breakdown
Yield 30%
45
Cost efficiency 25%
0
Trend 20%
60
Model fit 10%
56
Capability use 15%
49
Each component is scored 0–100; 50 means on par with the team median or flat vs last month. Good ≥ 70, Watch 40–69, Bad < 40.
Model mix: spend share vs token share
Premium reasoning model62% spend · 21% tokens
Standard model29% spend · 23% tokens
Fast small model9% spend · 56% tokens
Top skills used
- Prompt templates
- Drafting
- Spreadsheet automation
Agents and MCP usage
- Calendar MCP88 runs
- Docs MCP36 runs