Jonas Weber
Head of Marketing · Marketing
JW
ROI score
59Watch
Cost per accepted unit is above the team median.
Recommendation
Compare this person's model mix to top performers on the team.
AI spend
€321
15% vs prior period
Yield rate
68%
Team average 70%
Cost per accepted unit
€9.11
Team average €7.09
Leverage vs last month
0.78
52 runs · 35 accepted · 4.7M tokens
Weekly AI spend
Human loops
Accepted79%
Rejected 21% · team 83% accepted
Guidance levelMedium
Runs without result14%
Waste€122
ROI score breakdown
Yield 30%
68
Cost efficiency 25%
31
Trend 20%
32
Model fit 10%
92
Capability use 15%
99
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 model32% spend · 11% tokens
Standard model51% spend · 41% tokens
Fast small model17% spend · 48% tokens
Top skills used
- Code assist
- Data analysis
- Meeting notes
Agents and MCP usage
- Knowledge base MCP177 runs
- Ticket triage agent127 runs