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biryeongtrain

@biryeongtrain

GitHub
All-time tokens
20.7B
All-time cost
$14.32K
Active days (1y)
153
All submissions
3

Contributions

Daily contribution density across the latest 12 months.

153 active days
Sep 15, 2025 – Sep 15, 2026
Highest activity: Mar 12, 2026: 2,239,562,240 tokens. 0 active days used tokens with no recorded cost.
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Day breakdown

Tuesday, September 15, 2026

Total tokens
3.8M
Cost
$7.13
Messages
32

Token categories

Input
1.3M
Output
3.6K
Cache read
2.5M
Cache write
0
Reasoning
524

Clients and models

Codex CLI
3.8M · $7.13
gpt-5.6-sol$5.673.6M tokens · Input 1.2M · Output 2.7K · Cache read 2.4M · Reasoning 45 · 30 messages
gpt-6-astra$1.45250.9K tokens · Input 126.7K · Output 821 · Cache read 122.9K · Reasoning 479 · 2 messages

Usage over time

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

Range total tokens
20.7B
30d average tokens usage by model and provider30d average tokens usage by model and provider from Sep 15, 2025 to Sep 15, 2026. Raw range total: 20.7B.
Sep 15, 2025Sep 15, 2026
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  • gpt-5.4
  • gpt-5.6-sol
  • gpt-5.5 · Codex CLI
  • gpt-5.5 · Hermes Agent
  • gpt-6-astra
  • claude-opus-4-6
  • +9 more

Usage details

Scope is shown for each fact.

Favorite model (1y)
gpt-5.5
Sessions (all-time)
5,781
Models (latest)
14
Providers (latest)
codexhermesclaude

Token mix

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

Input
1.1B5.3%
Output
52.8M0.3%
Cache read
19.5B94.2%
Cache write
33.3M0.2%
Reasoning
26.6M0.1%

Devices · all-time

Usage by device
DeviceTokensCostActive days
Unnamed deviceLast submitted 5.7B$2.86K50
Unnamed deviceLast submitted 15.0B$11.47K146