Mia Schulz
SEO Specialist · Marketing
MS
ROI score
66Watch
Efficiency is flat or down vs last month.
Recommendation
Review what changed vs last month (new model, new task type).
AI spend
€319
12% vs prior period
Yield rate
79%
Team average 70%
Cost per accepted unit
€6.45
Team average €7.09
Leverage vs last month
0.87
63 runs · 49 accepted · 5.1M tokens
Weekly AI spend
Human loops
Accepted84%
Rejected 16% · team 83% accepted
Guidance levelLow
Runs without result7%
Waste€123
ROI score breakdown
Yield 30%
79
Cost efficiency 25%
56
Trend 20%
40
Model fit 10%
78
Capability use 15%
82
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 model43% spend · 15% tokens
Standard model43% spend · 34% tokens
Fast small model14% spend · 51% tokens
Top skills used
- Summarisation
- Prompt templates
- Drafting
Agents and MCP usage
- Web research agent143 runs
- CRM assistant189 runs