Zachary Liu's avatar

Zachary Liu

@zHElEARN

GitHub
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
Highest activity: Sep 9, 2026: 240,450,663 tokens. 0 active days used tokens with no recorded cost.
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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 CLI
25.1M · $5.17
gpt-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
30d average tokens usage by model and provider30d average tokens usage by model and provider from Oct 29, 2025 to Oct 29, 2026. Raw range total: 6.2B.
Oct 29, 2025Oct 29, 2026
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  • 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

Usage by device
DeviceTokensCostActive days
ap-mba-m5Last submitted 3.8B$912.8983
ap-mba-m4Last submitted 2.3B$1.19K131
home-srvLast submitted 76.9M$24.8827