Lucas Martin
Growth Marketer · Marketing
LM
ROI score
72Good
Efficiency is flat or down vs last month.
Recommendation
Review what changed vs last month (new model, new task type).
AI spend
€248
14% vs prior period
Yield rate
72%
Team average 70%
Cost per accepted unit
€5.27
Team average €7.09
Leverage vs last month
0.94
65 runs · 47 accepted · 3.8M tokens
Weekly AI spend
Human loops
Accepted86%
Rejected 14% · team 83% accepted
Guidance levelLow
Runs without result16%
Waste€93
ROI score breakdown
Yield 30%
72
Cost efficiency 25%
71
Trend 20%
45
Model fit 10%
86
Capability use 15%
100
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 model36% spend · 13% tokens
Standard model48% spend · 38% tokens
Fast small model16% spend · 49% tokens
Top skills used
- Translation
- Code assist
- Data analysis
Agents and MCP usage
- Docs MCP163 runs
- Web research agent44 runs