Zachary Liu
@zHElEARN
- 7d rank#414
- Joined Jul 2026
- Updated 9/14/2026, 6:02:03 PM
- 7d tokens
- 415.3M
- 7d cost
- $19.46
- Active days (7d)
- 6
- All submissions
- 580
Contributions
Daily contribution density across the last 7 days.
6 active days
Sep 8, 2026 – Sep 14, 2026
Day breakdown
Monday, September 14, 2026
Total tokens
42.0M
Cost
$1.69
Messages
367
Token categories
Input
2.0M
Output
285.4K
Cache read
39.6M
Cache write
0
Reasoning
192.1K
Clients and models
Codex CLIgpt-5.6-luna$1.3534.0M tokens · Input 1.7M · Output 177.6K · Cache read 32.0M · Reasoning 113.6K · 248 messages
deepseek-flash$0.307.0M tokens · Input 152.8K · Output 104.5K · Cache read 6.6M · Reasoning 77.4K · 89 messages
codex-auto-review$0.031.0M tokens · Input 102.7K · Output 3.2K · Cache read 942.6K · Reasoning 1.1K · 30 messages
Usage over time
Model activity for the last 7 days, grouped by provider.
Range total tokens
415.3M
Sep 8, 2026Sep 14, 2026
- deepseek-v4-flash
- deepseek-flash
- gpt-5.6-luna
- gpt-6-astra
- codex-auto-review
Usage details
Scope is shown for each fact.
- Favorite model (7d)
- gpt-6-astra
- Selected range
- Last 7 days
- Models (7d)
- 5
Providers (7d)
codex
Token mix
Distribution across input, output, cache, and reasoning tokens.
- Input
- 9.1M2.2%
- Output
- 1.5M0.4%
- Cache read
- 403.1M97.1%
- Cache write
- 00.0%
- Reasoning
- 1.6M0.4%
Devices · all-time
| Device | Tokens | Cost | Active days |
|---|---|---|---|
| ap-mba-m5Last submitted | 2.2B | $780.30 | 55 |
| ap-mba-m4Last submitted | 2.3B | $1.19K | 131 |
| home-srvLast submitted | 76.9M | $24.88 | 27 |