Ziyang Fang
@Fangziyang0910
- Last month rank (UTC)#409
- Joined Nov 2026
- Updated 11/3/2026, 7:36:16 AM
- Last month tokens
- 10.7B
- Last month cost
- $5.31K
- Active days (Last month)
- 31
- All submissions
- 3
Contributions
Daily contribution density for last month (UTC).
31 active days
Oct 1, 2026 – Oct 31, 2026
Day breakdown
Saturday, October 31, 2026
Total tokens
1.1B
Cost
$1.06K
Messages
7,390
Token categories
Input
27.8M
Output
3.1M
Cache read
1.1B
Cache write
2.3M
Reasoning
1.8M
Clients and models
Codex CLIgpt-6-astra$949.23661.5M tokens · Input 17.2M · Output 1.6M · Cache read 641.6M · Reasoning 1.1M · 4,529 messages
gpt-6.1-sol$64.63306.6M tokens · Input 10.5M · Output 746.1K · Cache read 294.7M · Reasoning 677.3K · 2,038 messages
Claude Codeclaude-opus-5-5$21.8655.1M tokens · Input 628 · Output 205.9K · Cache read 54.0M · Cache write 867.3K · 307 messages
claude-sonnet-5-5$20.2093.8M tokens · Input 1.1K · Output 533.8K · Cache read 91.9M · Cache write 1.4M · 480 messages
OpenCodedeepseek-v4.1-flash$0.042.3M tokens · Input 166.7K · Output 3.9K · Cache read 2.1M · Reasoning 15.1K · 36 messages
Usage over time
Model activity for last month (UTC), grouped by provider.
Range total tokens
10.7B
Oct 1, 2026Oct 31, 2026
- gpt-6.1-sol
- claude-opus-5-5
- gpt-6-astra
- gpt-6.1-terra
- grok-4.7-xhigh
- glm-5.3
- +19 more
Usage details
Scope is shown for each fact.
- Favorite model (Last month)
- gpt-6-astra
- Selected range
- Last month (UTC)
- Models (Last month)
- 25
Providers (Last month)
codexzcodeantigravity-extensioncursoropencodeclaudemuse
Token mix
Distribution across input, output, cache, and reasoning tokens.
- Input
- 258.6M2.4%
- Output
- 35.7M0.3%
- Cache read
- 10.4B96.8%
- Cache write
- 34.5M0.3%
- Reasoning
- 16.5M0.2%
Devices · all-time
| Device | Tokens | Cost | Active days |
|---|---|---|---|
| Unnamed deviceLast submitted | 2.1B | $1.36K | 83 |
| Unnamed deviceLast submitted | 12.9B | $5.42K | 58 |