Sungwang Ahn
@stevenahhh
- Joined Jul 2026
- Updated 7/31/2026, 4:49:38 AM
- 30d tokens
- 9.6B
- 30d cost
- $7.09K
- Active days (30d)
- 30
- All submissions
- 2
Contributions
Daily contribution density across the last 30 days.
30 active days
Jul 2, 2026 – Jul 31, 2026
Day breakdown
Friday, July 31, 2026
Total tokens
317.6M
Cost
$330.04
Messages
1,906
Token categories
Input
17.3M
Output
670.5K
Cache read
299.5M
Cache write
0
Reasoning
83.7K
Clients and models
Pigpt-5.6-sol$188.46155.8M tokens · Input 12.3M · Output 344.0K · Cache read 143.1M · 860 messages
gpt-5.6-luna$1.367.0M tokens · Input 436.7K · Output 45.2K · Cache read 6.5M · 61 messages
Codex CLIgpt-5.6-sol$138.73148.4M tokens · Input 3.8M · Output 258.7K · Cache read 144.2M · Reasoning 79.3K · 889 messages
gpt-5.6-luna$1.496.4M tokens · Input 770.3K · Output 22.3K · Cache read 5.6M · Reasoning 4.3K · 94 messages
codex-auto-review$0.0035.0K tokens · Input 15.2K · Output 218 · Cache read 19.5K · Reasoning 112 · 2 messages
Usage over time
Model activity for the last 30 days, grouped by provider.
Range total tokens
9.6B
Jul 2, 2026Jul 31, 2026
- gpt-5.6-sol · Codex CLI
- claude-sonnet-5
- gpt-5.6-sol · Pi
- gpt-5.6-luna
- gpt-5.6-terra
- gpt-5.5
- +22 more
Usage details
Scope is shown for each fact.
- Favorite model (30d)
- gpt-5.6-sol
- Selected range
- Last 30 days
- Models (30d)
- 20
Providers (30d)
codexclaudeopencodegjcpi
Token mix
Distribution across input, output, cache, and reasoning tokens.
- Input
- 367.8M3.8%
- Output
- 30.0M0.3%
- Cache read
- 9.1B95.3%
- Cache write
- 45.6M0.5%
- Reasoning
- 8.7M0.1%
Devices · all-time
| Device | Tokens | Cost | Active days |
|---|---|---|---|
| Unnamed deviceLast submitted | 11.6B | $8.65K | 81 |