Ben Marconi

@benm

YOU
Button pusher
—
Operator
—
Plant Manager
—
Henry Ford
3 of 5 objectives carrying for Operator — cost and output furthest behind.3/5
Width7.0/3.1at once
Depth16.7M/10.4Mper session
Output1/2PRs a week
Sustain29/16.55active days
Cost$3.4K≤$315.60per merged PR

Your rung is a weighted score across the 5 objectives measured for you, so a strong one offsets a weak one. Measured over the trailing 30 days.

How tiers work →
Tokens
205.7B
all time
Cost
$117.3K
API-equivalent
Rank
#20
of 2498
Tracking
81d
Aug 7 – Oct 26

Contributions

205.7B tokens over 80 active days
MonWedFri
Oct
Nov
Dec
Jan
Feb
Mar
Apr
May
Jun
Jul
Aug
Sep
Oct
Shade is relative to this developer's busiest dayLessMore

Models

All time

Share of listed models

Claude
6%
GPT
90.4%
Other
3.7%
gpt-5.6-sol126.8B
gpt-6.1-sol34.4B
gpt-6-astra13.6B
claude-opus-5-510.6B
gpt-6-sol10.5B
unknown7.1B
claude-opus-51.6B
codex-auto-review377.3M

Token breakdown

Input4.7B · 2%
Output556.7M · 0%
Cache read200.2B · 97%
Cache write210.1M · 0%