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Member · joined 90+ days ago

Chloé Muller_

chloe.muller@acme.test

Identity
Team
Data
Source
CLI
Joined
10 Apr 2026, 15:17
Last activity
28 Sept 2026, 15:03
CO₂ emitted · 30 d
2.5 kg
↑15%
Car equivalent
18km
Sessions
28
30 d
Estimated cost
€99
EUR, 30 d
Estimated water · 30 d
40.1 L
less than one 60 L shower
Trend · 30 d
30-day trend · CO₂e / day
Peak at 663 g.
day so faremissions
By model
Click a segment to isolate it.
By project
Click to isolate a project
ml-experiments1.5 kg61%
data-pipeline996 g39%
CO₂ by project · share in CO₂
Two views

The same usage, seen by two teams

FinOps · Claude Pro
Subscription pays off

saves ~€82 vs the same usage at API rates

CSR · Carbon
Emissions in line with the average

0.5% of the org's emissions · 2.5 kg

Recommendation
Opus → Sonnet

≈ 35.7% of their tokens on Opus. Moving that share to Sonnet: up to -€6 and -254 g CO₂e.

Usage profile

Usage volume and pace: tokens per session and generation ratio. The model mix is in the donut above.

Median tokens / session
7,386
Largest session
886,078
Output / input ratio
0.21
reads a lot, generates little
Hour × day heatmap

When this member runs Claude Code. Activity outside 8:00–20:00 on weekdays, or at weekends, gets an orange border. Out-of-hours sessions over 30 d: 1, including 1 at weekends.

Click a cell to see that time slot.
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LessMore
·Outside 8:00–20:00 or weekend = orange border
Recent sessions · 28 in total
Page 2 / 2
StartedProjectModelTokens (in + out)CO₂Source
03 Sept 2026, 16:01ml-experimentssonnet1,0670 gCLI
03 Sept 2026, 15:06ml-experimentssonnet9,3015 gCLI

This demo runs on sample data. We set this dashboard up on your real data during the engagement, with a monthly review of the figures.

Book 30 minutes →
03 Sept 2026, 10:24
ml-experiments
fable
88,246
155 g
CLI