Seunghyuk Choi
@ColdTbrew
- 30d rank#405
- Joined Jul 2026
- Updated 10/16/2026, 3:02:50 PM
GitHub- 30d tokens
- 7.3B
- 30d cost
- $2.57K
- Active days (30d)
- 30
- All submissions
- 2,647
Contributions
Daily contribution density across the last 30 days.
30 active days
Sep 17, 2026 – Oct 16, 2026
Day breakdown
Friday, October 16, 2026
Total tokens
54.5M
Cost
$13.08
Messages
476
Token categories
Input
1.3M
Output
135.4K
Cache read
52.9M
Cache write
0
Reasoning
149.9K
Clients and models
Codex CLIgpt-6-astra$11.6917.4M tokens · Input 301.2K · Output 41.7K · Cache read 17.0M · Reasoning 25.9K · 153 messages
gpt-6.1-sol$1.2015.4M tokens · Input 328.3K · Output 18.2K · Cache read 15.0M · Reasoning 4.9K · 113 messages
gpt-6-luna$0.1921.8M tokens · Input 695.5K · Output 75.5K · Cache read 20.9M · Reasoning 119.0K · 210 messages
Usage over time
Model activity for the last 30 days, grouped by provider.
Range total tokens
7.3B
Sep 17, 2026Oct 16, 2026
- gpt-6.1-sol
- gpt-6-astra
- gpt-6-luna
- gpt-6-sol
- grok-bot-default
- codex-auto-review
- +33 more
Usage details
Scope is shown for each fact.
- Favorite model (30d)
- gpt-6-astra
- Selected range
- Last 30 days
- Models (30d)
- 31
Providers (30d)
codexompgrokcursorpiantigravity-cliopenclawzcode
Token mix
Distribution across input, output, cache, and reasoning tokens.
- Input
- 284.0M3.9%
- Output
- 18.2M0.3%
- Cache read
- 6.9B94.9%
- Cache write
- 58.8M0.8%
- Reasoning
- 10.8M0.1%
Devices · all-time
| Device | Tokens | Cost | Active days |
|---|---|---|---|
| Unnamed deviceLast submitted | 21.8B | $12.06K | 157 |
| Unnamed deviceLast submitted | 2.2B | $1.08K | 168 |
| Unnamed deviceLast submitted | 12.1B | $5.34K | 108 |
| Unnamed deviceLast submitted | 126.6M | $84.22 | 12 |
| Unnamed deviceLast submitted | 2.4B | $1.35K | 148 |
| Unnamed deviceLast submitted | 755.2M | $292.22 | 17 |
| Unnamed deviceLast submitted | 65.0M | $50.68 | 3 |