Ziyang Fang's avatar

Ziyang Fang

@Fangziyang0910

  • All-time rank#1,047
  • Joined Nov 2026
  • Updated 11/3/2026, 7:36:16 AM
GitHub
All-time tokens
15.0B
All-time cost
$6.79K
Active days (1y)
87
All submissions
3

Contributions

Daily contribution density across the latest 12 months.

87 active days
Nov 3, 2025 – Nov 3, 2026
Highest activity: Oct 29, 2026: 1,386,846,002 tokens. 2 active days used tokens with no recorded cost.
LowHigh
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Day breakdown

Tuesday, November 3, 2026

Total tokens
100.5M
Cost
$84.99
Messages
716

Token categories

Input
5.5M
Output
418.1K
Cache read
93.5M
Cache write
852.9K
Reasoning
190.1K

Clients and models

Codex CLI
38.4M · $59.69
gpt-6-astra$58.3334.0M tokens · Input 1.2M · Output 196.0K · Cache read 32.5M · Reasoning 83.7K · 236 messages
gpt-6.1-sol$1.364.4M tokens · Input 274.4K · Output 4.5K · Cache read 4.1M · Reasoning 1.9K · 16 messages
Claude Code
18.6M · $13.15
claude-opus-5-5$13.1518.6M tokens · Input 200 · Output 140.0K · Cache read 17.6M · Cache write 852.9K · 83 messages
Muse Code
39.6M · $10.08
muse-wonder-1.0$7.1428.0M tokens · Input 2.2M · Output 53.1K · Cache read 25.7M · Reasoning 37.2K · 226 messages
muse-spark-1.3$2.9411.7M tokens · Input 958.7K · Output 9.7K · Cache read 10.7M · Reasoning 23.7K · 58 messages
Grok Build
1.8M · $1.50
grok-4.7$1.501.8M tokens · Input 240.8K · Output 6.7K · Cache read 1.5M · Reasoning 41.0K · 31 messages
grok-4.6$0.001.3K tokens · Input 1.3K · 1 message
Antigravity CLI
180.3K · $0.33
gemini-4-argon$0.29157.1K tokens · Input 142.9K · Output 210 · Cache read 13.9K · Reasoning 98 · 9 messages
gemini-4-argon-w$0.0417.4K tokens · Input 17.4K · Output 35 · Reasoning 5 · 1 message
unknown$0.005.8K tokens · Input 5.8K · 5 messages
OpenCode
1.9M · $0.24
gpt-6-astra$0.1918.7K tokens · Input 18.7K · Output 5 · 1 message
gpt-6.1-sol$0.0418.4K tokens · Input 18.4K · Output 5 · 1 message
deepseek-v4.1-flash$0.02386.7K tokens · Input 42.1K · Output 2.1K · Cache read 340.1K · Reasoning 2.5K · 11 messages
gemini-4-argon-high$0.001.3M tokens · Input 283.6K · Output 5.6K · Cache read 980.0K · 27 messages
gemini-4-argon-medium$0.00106.3K tokens · Input 66.3K · Output 103 · Cache read 39.9K · 5 messages
gemini-4-argon-low$0.00106.3K tokens · Input 66.3K · Output 103 · Cache read 39.9K · 5 messages

Usage over time

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

Range total tokens
15.0B
30d average tokens usage by model and provider30d average tokens usage by model and provider from Nov 3, 2025 to Nov 3, 2026. Raw range total: 15.0B.
Nov 3, 2025Nov 3, 2026
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  • gpt-6.1-sol
  • claude-opus-5-5
  • gpt-6-astra
  • gpt-6.1-terra
  • deepseek-v4.1-flash
  • gemini-3.8-flash
  • +63 more

Usage details

Scope is shown for each fact.

Favorite model (1y)
gpt-6-astra
Sessions (all-time)
3,597
Models (latest)
60
Providers (latest)
antigravity-cliantigravity-extensioncodexclaudezcodegrokmuseopencodecursorcopilotdsh

Token mix

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

Input
462.3M3.1%
Output
53.7M0.4%
Cache read
14.4B96.1%
Cache write
44.8M0.3%
Reasoning
22.3M0.1%

Devices · all-time

Usage by device
DeviceTokensCostActive days
Unnamed deviceLast submitted 2.1B$1.36K83
Unnamed deviceLast submitted 12.9B$5.42K58