Northwind Group / People
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Oliver Brown

Copywriter · Marketing

OB
ROI score
39Bad

Cost per accepted unit is above the team median.

Recommendation

Compare this person's model mix to top performers on the team.

AI spend
€296
10% vs prior period
Yield rate
46%
Team average 70%
Cost per accepted unit
€29.16
Team average €7.09
Leverage vs last month
1.20
22 runs · 10 accepted · 5.9M tokens

Weekly AI spend

Human loops

Accepted67%
Rejected 33% · team 83% accepted
Guidance levelMedium
Runs without result31%
Waste€246

ROI score breakdown

Yield 30%
46
Cost efficiency 25%
0
Trend 20%
63
Model fit 10%
36
Capability use 15%
60

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

  • Research synthesis
  • Translation
  • Code assist

Agents and MCP usage

  • Spreadsheet agent172 runs
  • Knowledge base MCP28 runs