Viktor Simek
Data Analyst · Product
VS
ROI score
51Watch
Cost per accepted unit is above the team median.
Recommendation
Compare this person's model mix to top performers on the team.
AI spend
$316
2% vs prior period
Yield rate
58%
Team average 61%
Cost per accepted unit
$15.92
Team average $8.83
Leverage vs last month
1.11
34 runs · 20 accepted · 4.7M tokens
Weekly AI spend
Human loops
Accepted64%
Rejected 36% · team 72% accepted
Guidance levelMedium
Runs without result8%
Waste$153
ROI score breakdown
Yield 30%
58
Cost efficiency 25%
17
Trend 20%
57
Model fit 10%
89
Capability use 15%
59
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 model34% spend · 12% tokens
Standard model49% spend · 39% tokens
Fast small model16% spend · 49% tokens
Top skills used
- Drafting
- Spreadsheet automation
- Image generation
Agents and MCP usage
- Knowledge base MCP33 runs
- Ticket triage agent62 runs