Ray Tian
@xtianxx
- All-time rank#1,515
- Joined May 2026
- Updated 9/12/2026, 4:02:55 PM
- All-time tokens
- 2.9B
- All-time cost
- $155.44
- Active days (1y)
- 107
- All submissions
- 72
Contributions
Daily contribution density across the latest 12 months.
107 active days
Sep 13, 2025 – Sep 13, 2026
Day breakdown
Sunday, September 13, 2026
Total tokens
1.8M
Cost
$0.06
Messages
44
Token categories
Input
347.4K
Output
9.5K
Cache read
1.5M
Cache write
0
Reasoning
14.8K
Clients and models
OpenCodemuse-spark-1.3-contributor$0.031.0M tokens · Input 276.0K · Output 2.6K · Cache read 726.5K · Reasoning 1.2K · 5 messages
deepseek-v4.1-flash$0.03837.2K tokens · Input 71.5K · Output 6.9K · Cache read 745.1K · Reasoning 13.7K · 39 messages
Usage over time
Model activity for the latest 12 months, grouped by provider.
Range total tokens
2.9B
Sep 13, 2025Sep 13, 2026
- deepseek/deepseek-v4-flash
- deepseek-v4-flash
- meta/muse-spark-1.3-contributor
- deepseek-v4-pro
- muse-spark-1.3-contributor
- muse-spark-1.2-contributor
- +34 more
Usage details
Scope is shown for each fact.
- Favorite model (1y)
- meta/muse-spark-1.3-contributor
- Sessions (all-time)
- 2,025
- Models (latest)
- 38
Providers (latest)
opencodemicodeclaudepiomp
Token mix
Distribution across input, output, cache, and reasoning tokens.
- Input
- 502.0M17.6%
- Output
- 17.2M0.6%
- Cache read
- 2.3B80.9%
- Cache write
- 19.6M0.7%
- Reasoning
- 8.2M0.3%
Devices · all-time
| Device | Tokens | Cost | Active days |
|---|---|---|---|
| Unnamed deviceLast submitted | 2.9B | $155.44 | 107 |
| Legacy submissionsLast submitted | 0 | $0.00 | 0 |