API-equivalent
$298.171
$7.85/day avg
Total tokens
397.4M
10.5M/day
Days active
38
2 submissions
Global rank
#1241
Claude, Other
Streak
0d
start one today
Longest streak
11d
consecutive days
Where do you rank?
One command ranks your Claude Code, Codex, Gemini and more. Only totals leave your machine.
Workflow
Cache hit rate
91%
Input served from cache
Higher than 6% of developers
Cache reuse
11.2×
Reads per cached token
Higher than 6% of developers
Cost per 1M tokens
$0.75
Blended cost across all tokens
Lower than 56% of developers
Output share
0%
Tokens generated as output
Higher than 24% of developers
Parallel tools
0%
Days with 2+ tools · 0.0 avg/day
Models per active day
2.1
Distinct models used each day
Daily cost variation
1.1
Coefficient of variation; lower is steadier
Active days in span
49%
First to last active day
Activity
Token breakdown
Usage insights
Most active days
by spendMonthly API-equivalent
last 4 monthsModels
by days usedCost split per model appears after the next npx viberank-cli submission.
Monthly Wrapped
A shareable recap of a month on the board — spend, tokens, streak, and rank among that month's active developers.
README badge
[](https://www.viberank.app/profile/kangfenmao)Also ?metric=cost and ?metric=tokens.