Vincent Koc
@vincentkoc
- All-time rank#29
- Joined Feb 2026
- Updated 8/28/2026, 6:59:16 AM
- All-time tokens
- 333.0B
- All-time cost
- $170.67K
- Active days (1y)
- 223
- All submissions
- 49
Contributions
Daily contribution density across the latest 12 months.
223 active days
Aug 28, 2025 – Aug 28, 2026
Day breakdown
Friday, August 28, 2026
Total tokens
2.9B
Cost
$1.59K
Messages
20,197
Token categories
Input
68.0M
Output
7.1M
Cache read
2.8B
Cache write
0
Reasoning
2.8M
Clients and models
Codex CLIgpt-5.6-sol$1.59K2.9B tokens · Input 68.0M · Output 7.1M · Cache read 2.8B · Reasoning 2.8M · 20,197 messages
Usage over time
Model activity for the latest 12 months, grouped by provider.
Range total tokens
333.0B
Aug 28, 2025Aug 28, 2026
- gpt-5.5
- gpt-5.6-sol
- opal-alpha
- gpt-5.4
- claude-opus-4-7
- kepler-alpha
- +31 more
Usage details
Scope is shown for each fact.
- Favorite model (1y)
- gpt-5.5
- Sessions (all-time)
- 9,652
- Models (latest)
- 36
Providers (latest)
codexclaudegeminiopenclawopencode
Token mix
Distribution across input, output, cache, and reasoning tokens.
- Input
- 10.3B3.1%
- Output
- 623.2M0.2%
- Cache read
- 321.6B96.6%
- Cache write
- 265.8M0.1%
- Reasoning
- 213.2M0.1%
Devices · all-time
| Device | Tokens | Cost | Active days |
|---|---|---|---|
| Unnamed deviceLast submitted | 12.8B | $7.25K | 5 |
| vkproLast submitted | 318.8B | $162.47K | 213 |
| rem-m2midLast submitted | 1.4B | $942.34 | 5 |
| vkcometLast submitted | 0 | $0.00 | 0 |
| Legacy submissionsLast submitted | 0 | $0.00 | 0 |