Huang Junlin's avatar

Huang Junlin

@cheanus

GitHub
All-time tokens
4.3B
All-time cost
$465.21
Active days (1y)
188
All submissions
10

Contributions

Daily contribution density across the latest 12 months.

188 active days
Oct 31, 2025 – Oct 31, 2026
Highest activity: Aug 15, 2026: 270,942,758 tokens. 3 active days used tokens with no recorded cost.
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Day breakdown

Saturday, October 31, 2026

Total tokens
9.8M
Cost
$0.23
Messages
46

Token categories

Input
258.3K
Output
109.2K
Cache read
9.4M
Cache write
0
Reasoning
0

Clients and models

DeepSeek Harness
9.8M · $0.23
deepseek-flash$0.197.7M tokens · Input 75.8K · Output 103.2K · Cache read 7.5M · 34 messages
gpt-6-luna$0.042.1M tokens · Input 182.5K · Output 6.0K · Cache read 1.9M · 12 messages

Usage over time

Model activity for the latest 12 months, grouped by provider.

Range total tokens
4.3B
30d average tokens usage by model and provider30d average tokens usage by model and provider from Oct 31, 2025 to Oct 31, 2026. Raw range total: 4.3B.
Oct 31, 2025Oct 31, 2026
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  • gpt-6.1-sol
  • deepseek-v4-flash · Pi
  • deepseek-v4-flash · Hermes Agent
  • gpt-5.6-luna
  • command-code/deepseek-deepseek-v4.1-flash
  • gpt-6-sol
  • +33 more

Usage details

Scope is shown for each fact.

Favorite model (1y)
gpt-6.1-sol
Sessions (all-time)
1,045
Models (latest)
29
Providers (latest)
hermescopilotcodexopencodepidsh

Token mix

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

Input
211.6M4.9%
Output
22.5M0.5%
Cache read
4.0B94.4%
Cache write
00.0%
Reasoning
6.8M0.2%

Devices · all-time

Usage by device
DeviceTokensCostActive days
Unnamed deviceLast submitted 4.3B$465.21188
Legacy submissionsLast submitted 0$0.000