Sangrak Choi's avatar

Sangrak Choi

@kargnas

  • Rank#47
  • Joined Feb 2026
  • Updated 8/16/2026, 6:17:31 PM
GitHub
All-time tokens
167.1B
All-time cost
$148.17K
Active days (1y)
298
All submissions
104

Contributions

Daily contribution density across the latest 12 months.

298 active days
Aug 17, 2025 – Aug 17, 2026
Highest activity: Jul 17, 2026: 4,561,989,944 tokens. 0 active days used tokens with no recorded cost.
LowHigh
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Day breakdown

Monday, August 17, 2026

Total tokens
74.8M
Cost
$107.59
Messages
305

Token categories

Input
556.0K
Output
261.1K
Cache read
63.9M
Cache write
10.1M
Reasoning
39.3K

Clients and models

Claude Code
63.4M · $100.99
claude-opus-5$75.5548.3M tokens · Input 290 · Output 98.1K · Cache read 39.7M · Cache write 8.5M · 145 messages
claude-fable-5$22.2813.4M tokens · Input 82 · Output 25.2K · Cache read 12.8M · Cache write 661.2K · 41 messages
claude-sonnet-5$3.161.6M tokens · Input 14 · Output 67.9K · Cache read 623.9K · Cache write 942.3K · 7 messages
Codex CLI
11.4M · $6.61
gpt-5.6-sol$6.408.1M tokens · Input 209.0K · Output 32.8K · Cache read 7.8M · Reasoning 15.0K · 66 messages
gpt-5.6-luna$0.203.3M tokens · Input 346.6K · Output 37.0K · Cache read 2.9M · Reasoning 24.3K · 46 messages

Usage over time

Model activity for the latest 12 months, grouped by provider.

Range total tokens
167.1B
30d average tokens usage by model and provider30d average tokens usage by model and provider from Aug 17, 2025 to Aug 17, 2026. Raw range total: 167.1B.
Aug 17, 2025Aug 17, 2026
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  • gpt-5.6-sol
  • gpt-5.5
  • claude-opus-4-8
  • claude-fable-5
  • claude-opus-4-7
  • gpt-5.4
  • +122 more

Usage details

Scope is shown for each fact.

Favorite model (1y)
gpt-5.6-sol
Sessions (all-time)
46,987
Models (latest)
171
Providers (latest)
codexclaudehermesopencodegrokkiroopenclawgeminikimiamp

Token mix

Distribution across input, output, cache, and reasoning tokens.

Input
8.4B5.0%
Output
766.5M0.5%
Cache read
153.4B91.8%
Cache write
4.3B2.6%
Reasoning
135.5M0.1%

Devices · all-time

Usage by device
DeviceTokensCostActive days
Unnamed deviceLast submitted 44.1B$46.22K140
Unnamed deviceLast submitted 68.8B$57.64K276
Unnamed deviceLast submitted 54.1B$44.31K135
Legacy submissionsLast submitted 0$0.000