Sangrak Choi's avatar

Sangrak Choi

@kargnas

  • Rank#41
  • Joined Feb 2026
  • Updated 8/1/2026, 11:59:25 PM
GitHub
All-time tokens
162.6B
All-time cost
$143.15K
Active days (1y)
283
All submissions
62

Contributions

Daily contribution density across the latest 12 months.

283 active days
Aug 2, 2025 – Aug 2, 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

Sunday, August 2, 2026

Total tokens
377.4M
Cost
$373.84
Messages
1,076

Token categories

Input
2.2M
Output
667.3K
Cache read
347.9M
Cache write
26.5M
Reasoning
43.7K

Clients and models

Claude Code
332.9M · $314.25
claude-opus-5$314.25332.9M tokens · Input 173.5K · Output 408.0K · Cache read 308.4M · Cache write 23.8M · 646 messages
Hermes Agent
9.0M · $31.89
claude-fable-5$16.804.1M tokens · Input 106.8K · Output 40.4K · Cache read 3.1M · Cache write 848.8K · 122 messages
claude-opus-4-8$15.094.9M tokens · Input 163.6K · Output 77.7K · Cache read 3.0M · Cache write 1.7M · 88 messages
Codex CLI
34.5M · $26.59
gpt-5.6-sol$26.4734.4M tokens · Input 1.2M · Output 89.1K · Cache read 33.0M · Reasoning 41.1K · 210 messages
gpt-5.6-terra$0.1287.7K tokens · Input 44.8K · Output 1.3K · Cache read 41.5K · Reasoning 189 · 2 messages
OpenCode
977.4K · $1.11
glm-5.1$0.45276.7K tokens · Input 255.4K · Output 21.4K · 2 messages
qwen3.7-max$0.45136.0K tokens · Input 6 · Output 5.8K · Cache write 130.1K · 1 message
kimi-k2.6$0.18136.3K tokens · Input 119.0K · Output 17.2K · 1 message
mimo-v2.5$0.02428.5K tokens · Input 145.0K · Output 6.5K · Cache read 274.5K · Reasoning 2.4K · 3 messages
deepseek-v4-flash$0.000 tokens · 1 message

Usage over time

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

Range total tokens
162.6B
30d average tokens usage by model and provider30d average tokens usage by model and provider from Aug 2, 2025 to Aug 2, 2026. Raw range total: 162.6B.
Aug 2, 2025Aug 2, 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)
45,867
Models (latest)
165
Providers (latest)
codexclaudehermesopencodegrokkiroopenclawgeminikimiamp

Token mix

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

Input
8.3B5.1%
Output
743.5M0.5%
Cache read
149.4B91.8%
Cache write
4.1B2.5%
Reasoning
130.8M0.1%

Devices · all-time

Usage by device
DeviceTokensCostActive days
Unnamed deviceLast submitted 39.7B$41.20K125
Unnamed deviceLast submitted 68.8B$57.64K276
Unnamed deviceLast submitted 54.1B$44.31K135
Legacy submissionsLast submitted 0$0.000