Sangrak Choi's avatar

Sangrak Choi

@kargnas

  • 30d rank (UTC)#32
  • Joined Feb 2026
  • Updated 10/30/2026, 5:34:40 PM
GitHub
30d tokens
115.9B
30d cost
$59.63K
Active days (30d)
30
All submissions
641

Contributions

Daily contribution density across the last 30 days.

30 active days
Oct 2, 2026 – Oct 31, 2026
Highest activity: Oct 21, 2026: 7,398,813,682 tokens. 0 active days used tokens with no recorded cost.
LowHigh
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Day breakdown

Saturday, October 31, 2026

Total tokens
160.7M
Cost
$103.20
Messages
654

Token categories

Input
5.3M
Output
313.5K
Cache read
154.1M
Cache write
784.3K
Reasoning
134.0K

Clients and models

Codex CLI
109.0M · $78.28
gpt-6-astra$54.334.9M tokens · Input 1.0M · Output 13.9K · Cache read 3.8M · Reasoning 8.2K · 23 messages
gpt-6.1-sol$23.00103.5M tokens · Input 3.1M · Output 232.2K · Cache read 100.0M · Reasoning 125.8K · 554 messages
gpt-6-sol$0.95639.9K tokens · Input 456.1K · Output 318 · Cache read 183.6K · 4 messages
Claude Code
51.7M · $24.92
claude-opus-5-5$17.4751.0M tokens · Input 158 · Output 58.6K · Cache read 50.1M · Cache write 784.3K · 73 messages
claude-fable-5-1$7.46711.5K tokens · Input 702.9K · Output 8.6K

Usage over time

Model activity for the last 30 days, grouped by provider.

Range total tokens
115.9B
7d average tokens usage by model and provider7d average tokens usage by model and provider from Oct 2, 2026 to Oct 31, 2026. Raw range total: 115.9B.
Oct 2, 2026Oct 31, 2026
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  • claude-opus-5-5
  • gpt-6.1-sol
  • gpt-6-astra
  • claude-sonnet-5-5
  • claude-fable-5-1
  • gpt-6-luna
  • +41 more

Usage details

Scope is shown for each fact.

Favorite model (30d)
claude-opus-5-5
Selected range
Last 30 days
Models (30d)
39
Providers (30d)
asidecodexclaudehermesopencodeomp

Token mix

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

Input
1.6B1.4%
Output
394.2M0.3%
Cache read
112.3B96.9%
Cache write
1.6B1.4%
Reasoning
36.9M0.0%

Devices · all-time

Usage by device
DeviceTokensCostActive days
Unnamed deviceLast submitted 6.6B$5.13K69
Unnamed deviceLast submitted 117.2B$87.10K214
Unnamed deviceLast submitted 215.8B$171.82K367
Unnamed deviceLast submitted 54.1B$44.31K135
Legacy submissionsLast submitted 0$0.000