Zachary Liu

@zHElEARN

Last month rank (UTC)#852
Joined Jul 2026
Updated 10/29/2026, 11:45:23 AM

Last month tokens: 1.9B
Last month cost: $98.28
Active days (Last month): 24
All submissions: 694

Highest activity: Sep 9, 2026: 240,450,663 tokens. 0 active days used tokens with no recorded cost.

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Day breakdown

Wednesday, September 30, 2026

Total tokens

13.2M

Cost

$0.28

Messages

101

Token categories

Input

109.5K

Output

143.8K

Cache read

12.9M

Cache write

Reasoning

Clients and models

DeepSeek Harness

13.2M · $0.28

deepseek-flash$0.2813.2M tokens · Input 109.5K · Output 143.8K · Cache read 12.9M · 101 messages

Display

Newest firstProvider

Sep 1, 2026Sep 30, 2026

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gpt-5.6-luna
deepseek-flash · DeepSeek Harness
deepseek-v4-flash
deepseek-flash · Codex CLI
gpt-6-luna
gpt-5.6-sol
+6 more

Usage details

Scope is shown for each fact.

Favorite model (Last month): gpt-5.6-sol
Selected range: Last month (UTC)
Models (Last month): 9

Providers (Last month)

codexdshopencode

Token mix

Distribution across input, output, cache, and reasoning tokens.

Input: 43.0M2.3%
Output: 9.0M0.5%
Cache read: 1.8B96.9%
Cache write: 00.0%
Reasoning: 6.1M0.3%

Devices · all-time

Usage by device
Device	Tokens	Cost	Active days
ap-mba-m5Last submitted 12h ago	3.8B	$912.89	83
ap-mba-m4Last submitted 1mo ago	2.3B	$1.19K	131
home-srvLast submitted 2mo ago	76.9M	$24.88	27