biryeongtrain
@biryeongtrain
- All-time rank#653
- Joined Sep 2026
- Updated 9/15/2026, 7:03:01 AM
- 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
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 CLIgpt-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
Sep 15, 2025Sep 15, 2026
- 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
| Device | Tokens | Cost | Active days |
|---|---|---|---|
| Unnamed deviceLast submitted | 5.7B | $2.86K | 50 |
| Unnamed deviceLast submitted | 15.0B | $11.47K | 146 |