Sangrak Choi
@kargnas
- Rank#45
- Joined Feb 2026
- Updated 8/10/2026, 12:08:42 PM
- All-time tokens
- 165.2B
- All-time cost
- $146.18K
- Active days (1y)
- 291
- All submissions
- 79
Contributions
Daily contribution density across the latest 12 months.
291 active days
Aug 10, 2025 – Aug 10, 2026
Day breakdown
Monday, August 10, 2026
Total tokens
53.5M
Cost
$116.73
Messages
568
Token categories
Input
706.7K
Output
467.0K
Cache read
47.9M
Cache write
4.5M
Reasoning
2.5K
Clients and models
Hermes Agentclaude-fable-5$55.4710.7M tokens · Input 301.1K · Output 97.0K · Cache read 7.0M · Cache write 3.2M · 312 messages
claude-opus-4-8$16.5311.4M tokens · Input 268.0K · Output 151.4K · Cache read 10.0M · Cache write 1.0M · 160 messages
Claude Codeclaude-fable-5$43.5430.6M tokens · Input 167 · Output 215.4K · Cache read 30.2M · Cache write 205.6K · 90 messages
Codex CLIgpt-5.6-sol$1.19795.3K tokens · Input 137.4K · Output 3.3K · Cache read 652.0K · Reasoning 2.5K · 6 messages
Usage over time
Model activity for the latest 12 months, grouped by provider.
Range total tokens
165.2B