Sangrak Choi's avatar

Sangrak Choi

@kargnas

  • Joined Feb 2026
  • Updated 7/30/2026, 5:55:36 AM
GitHub
30d tokens
58.6B
30d cost
$57.96K
Active days (30d)
30
All submissions
45

Contributions

Daily contribution density across the last 30 days.

30 active days
Jul 1, 2026 – Jul 30, 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

Thursday, July 30, 2026

Total tokens
499.5M
Cost
$749.27
Messages
4,553

Token categories

Input
128.9M
Output
2.1M
Cache read
360.4M
Cache write
7.7M
Reasoning
408.9K

Clients and models

Claude Code
110.7M · $349.44
claude-opus-5$212.4645.9M tokens · Input 38.6M · Output 134.6K · Cache read 5.0M · Cache write 2.2M · 240 messages
gpt-5.6-sol$77.0115.1M tokens · Input 15.1M · Output 53.8K · 134 messages
claude-fable-5$56.0842.8M tokens · Input 37.6K · Output 156.5K · Cache read 42.2M · Cache write 455.3K · 158 messages
claude-sonnet-5$3.384.9M tokens · Input 53.8K · Output 47.5K · Cache read 4.0M · Cache write 796.5K · 46 messages
claude-haiku-4-5$0.512.0M tokens · Input 42.8K · Output 11.9K · Cache read 1.8M · Cache write 187.5K · 63 messages
<synthetic>$0.000 tokens · 1 message
Codex CLI
359.1M · $308.04
gpt-5.6-sol$219.66249.4M tokens · Input 11.7M · Output 709.1K · Cache read 236.7M · Reasoning 295.3K · 1,554 messages
ai-proxy/kiro-kiro-claude-opus-5-thinking$66.6813.1M tokens · Input 13.1M · Output 55.7K · 114 messages
gpt-5.6-terra$9.6314.6M tokens · Input 1.8M · Output 98.2K · Cache read 12.6M · Reasoning 26.5K · 130 messages
gpt-5.6-luna$6.8136.9M tokens · Input 2.1M · Output 145.4K · Cache read 34.5M · Reasoning 58.3K · 410 messages
gpt-5.5$4.575.4M tokens · Input 178.4K · Output 26.5K · Cache read 5.2M · Reasoning 9.6K · 48 messages
gpt-5.3-codex-spark$0.69947.6K tokens · Input 56.1K · Output 16.6K · Cache read 859.6K · Reasoning 15.3K · 22 messages
ai-proxy/kiro-kiro-gpt-5.6-sol-thinking$0.0038.7M tokens · Input 38.3M · Output 357.6K · 481 messages
ai-proxy/qwen cloud-qwen3.8-max-preview$0.0037.7K tokens · Input 37.4K · Output 304 · 1 message
Hermes Agent
22.5M · $56.25
claude-fable-5$30.197.2M tokens · Input 194.4K · Output 83.8K · Cache read 5.5M · Cache write 1.5M · 202 messages
claude-opus-4-8$26.0111.0M tokens · Input 161.6K · Output 210.6K · Cache read 8.1M · Cache write 2.5M · 140 messages
deepseek-v4-flash$0.044.3M tokens · Input 178.2K · Output 12.0K · Cache read 4.1M · Reasoning 4.0K · 141 messages
Kiro
7.0M · $35.24
claude-opus-5$31.566.3M tokens · Input 6.3M · Output 3.9K · 544 messages
gpt-5.6-sol$3.67733.7K tokens · Input 733.7K · 110 messages
auto$0.0113.8K tokens · Input 13.7K · Output 65 · 12 messages
Grok Build
151.9K · $0.30
grok-4.5$0.30151.9K tokens · Input 151.9K · 2 messages

Usage over time

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

Range total tokens
58.6B
7d average tokens usage by model and provider7d average tokens usage by model and provider from Jul 1, 2026 to Jul 30, 2026. Raw range total: 58.6B.
Jul 1, 2026Jul 30, 2026
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  • gpt-5.6-sol
  • claude-fable-5
  • claude-opus-4-8
  • claude-opus-5
  • claude-sonnet-4-6
  • claude-sonnet-5
  • +85 more

Usage details

Scope is shown for each fact.

Favorite model (30d)
gpt-5.6-sol
Selected range
Last 30 days
Models (30d)
66
Providers (30d)
hermescodexclaudeopencodegrokkiro

Token mix

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

Input
1.9B3.2%
Output
259.2M0.4%
Cache read
54.9B93.7%
Cache write
1.5B2.6%
Reasoning
40.2M0.1%

Devices · all-time

Usage by device
DeviceTokensCostActive days
Unnamed deviceLast submitted 37.4B$37.43K122
Unnamed deviceLast submitted 68.1B$57.21K274
Unnamed deviceLast submitted 54.1B$44.31K135
Legacy submissionsLast submitted 0$0.000