Zachary Liu
@zHElEARN
- All-time rank#1,437
- Joined Jul 2026
- Updated 10/29/2026, 11:45:23 AM
- All-time tokens
- 6.2B
- All-time cost
- $2.13K
- Active days (1y)
- 182
- All submissions
- 694
Contributions
Daily contribution density across the latest 12 months.
182 active days
Oct 29, 2025 – Oct 29, 2026
Day breakdown
Thursday, October 29, 2026
Total tokens
25.1M
Cost
$5.17
Messages
95
Token categories
Input
660.7K
Output
59.4K
Cache read
24.4M
Cache write
0
Reasoning
28.6K
Clients and models
Codex CLIgpt-6.1-sol$5.1725.1M tokens · Input 660.7K · Output 59.4K · Cache read 24.4M · Reasoning 28.6K · 95 messages
Usage over time
Model activity for the latest 12 months, grouped by provider.
Range total tokens
6.2B
Oct 29, 2025Oct 29, 2026
- gpt-5.6-luna
- gpt-5.6-sol
- deepseek-flash
- deepseek-v4-flash
- gpt-5.5
- gpt-6.1-sol
- +28 more
Usage details
Scope is shown for each fact.
- Favorite model (1y)
- gpt-5.6-sol
- Sessions (all-time)
- 4,616
- Models (latest)
- 25
Providers (latest)
codexopencodedshclaudezcodecopilot
Token mix
Distribution across input, output, cache, and reasoning tokens.
- Input
- 329.9M5.3%
- Output
- 36.7M0.6%
- Cache read
- 5.9B93.8%
- Cache write
- 1.3M0.0%
- Reasoning
- 18.4M0.3%
Devices · all-time
| Device | Tokens | Cost | Active days |
|---|---|---|---|
| ap-mba-m5Last submitted | 3.8B | $912.89 | 83 |
| ap-mba-m4Last submitted | 2.3B | $1.19K | 131 |
| home-srvLast submitted | 76.9M | $24.88 | 27 |