Norman Sue's avatar

Norman Sue

@normful

  • Joined Aug 2026
  • Updated 8/20/2026, 6:45:58 PM
GitHub
7d tokens
199.6M
7d cost
$28.26
Active days (7d)
6
All submissions
5

Contributions

Daily contribution density across the last 7 days.

6 active days
Aug 15, 2026 – Aug 21, 2026
Highest activity: Aug 17, 2026: 81,941,758 tokens. 0 active days used tokens with no recorded cost.
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Day breakdown

Friday, August 21, 2026

Total tokens
27.4M
Cost
$0.16
Messages
339

Token categories

Input
1.7M
Output
227.1K
Cache read
25.5M
Cache write
0
Reasoning
0

Clients and models

Pi
27.4M · $0.16
muse-spark-1.2-contributor$0.0911.5M tokens · Input 464.5K · Output 103.8K · Cache read 11.0M · 173 messages
hy3$0.04538.3K tokens · Input 113.2K · Output 5.3K · Cache read 419.8K · 13 messages
deepseek-v4-flash$0.03481.5K tokens · Input 102.9K · Output 16.8K · Cache read 361.9K · 15 messages
muse-spark-1.2-contributor-free$0.0014.8M tokens · Input 956.8K · Output 100.8K · Cache read 13.8M · 129 messages
dots-3-note-preview-free$0.0029.3K tokens · Input 28.9K · Output 441 · 3 messages
deepseek/deepseek-v4-flash-0731$0.000 tokens · 1 message
ling-3.0-flash-free$0.000 tokens · 1 message
muse-spark-1.2$0.000 tokens · 1 message
z-ai/glm-5.2:free$0.000 tokens · 3 messages

Usage over time

Model activity for the last 7 days, grouped by provider.

Range total tokens
199.6M
7d average tokens usage by model and provider7d average tokens usage by model and provider from Aug 15, 2026 to Aug 21, 2026. Raw range total: 199.6M.
Aug 15, 2026Aug 21, 2026
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  • deep-deepseek-v4-flash-0731
  • coding-glm-5.3
  • mimo-v2.5
  • muse-spark-1.2-contributor-free
  • deepseek-v4-flash
  • muse-spark-1.2-contributor
  • +14 more

Usage details

Scope is shown for each fact.

Favorite model (7d)
coding-glm-5.3
Selected range
Last 7 days
Models (7d)
25
Providers (7d)
piopencode
MCP servers (latest)
lean-ctx

Token mix

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

Input
20.2M10.1%
Output
1.6M0.8%
Cache read
177.7M89.0%
Cache write
54.1K0.0%

Devices · all-time

Usage by device
DeviceTokensCostActive days
Unnamed deviceLast submitted 19.8B$726.36203