Ines Costa
L&D Specialist · People & HR
IC
ROI score
40Watch
Cost per accepted unit is above the team median.
Recommendation
Compare this person's model mix to top performers on the team.
AI spend
€410
7% vs prior period
Yield rate
57%
Team average 70%
Cost per accepted unit
€32.72
Team average €13.17
Leverage vs last month
0.88
22 runs · 13 accepted · 8.1M tokens
Weekly AI spend
Human loops
Accepted83%
Rejected 17% · team 85% accepted
Guidance levelLow
Runs without result31%
Waste€325
ROI score breakdown
Yield 30%
57
Cost efficiency 25%
0
Trend 20%No trend in the first month; other weights scaled up–
Model fit 10%
36
Capability use 15%
73
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 model78% spend · 27% tokens
Standard model17% spend · 13% tokens
Fast small model5% spend · 60% tokens
Top skills used
- Summarisation
- Prompt templates
- Drafting
Agents and MCP usage
- Spreadsheet agent102 runs
- Knowledge base MCP113 runs