Vincent Koc
@vincentkoc
- All-time rank#8
- Joined Feb 2026
- Updated 10/12/2026, 6:40:22 AM
- All-time tokens
- 1.141T
- All-time cost
- $993.79K
- Active days (1y)
- 302
- All submissions
- 113
Contributions
Daily contribution density across the latest 12 months.
302 active days
Oct 12, 2025 – Oct 12, 2026
Day breakdown
Monday, October 12, 2026
Total tokens
0
Cost
$0.00
Messages
0
Token categories
Input
0
Output
0
Cache read
0
Cache write
0
Reasoning
0
Clients and models
No client or model detail was recorded for this day.
Usage over time
Model activity for the latest 12 months, grouped by provider.
Range total tokens
1.141T
Oct 12, 2025Oct 12, 2026
- gpt-6-astra · Codex CLI
- gpt-5.6-sol
- gpt-5.5
- opal-alpha
- gpt-5.4
- gpt-6-astra · OpenClaw
- +43 more
Usage details
Scope is shown for each fact.
- Favorite model (1y)
- gpt-6-astra
- Sessions (all-time)
- 108,943
- Models (latest)
- 46
Providers (latest)
codexclaudegeminiopenclawlmstudioopencode
Token mix
Distribution across input, output, cache, and reasoning tokens.
- Input
- 37.9B3.3%
- Output
- 2.2B0.2%
- Cache read
- 1.099T96.3%
- Cache write
- 451.8M0.0%
- Reasoning
- 1.3B0.1%
Devices · all-time
| Device | Tokens | Cost | Active days |
|---|---|---|---|
| CirrusLast submitted | 127.5B | $85.68K | 46 |
| OrionLast submitted | 32.9B | $19.53K | 40 |
| VegaLast submitted | 15.6B | $18.76K | 18 |
| MosaicLast submitted | 18.2B | $27.31K | 14 |
| vkproLast submitted | 822.1B | $710.41K | 293 |
| HarborLast submitted | 41.0B | $62.08K | 17 |
| EmberLast submitted | 10.8B | $15.47K | 8 |
| AuroraLast submitted | 210.7M | $140.93 | 2 |
| PrismLast submitted | 38.5M | $21.41 | 2 |
| LumenLast submitted | 72.7B | $54.40K | 28 |
| QuasarLast submitted | 0 | $0.00 | 0 |
| Legacy submissionsLast submitted | 0 | $0.00 | 0 |