Ray Tian's avatar

Ray Tian

@xtianxx

GitHub
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
Highest activity: Aug 27, 2026: 514,090,697 tokens. 23 active days used tokens with no recorded cost.
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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

OpenCode
1.8M · $0.06
muse-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
30d average tokens usage by model and provider30d average tokens usage by model and provider from Sep 13, 2025 to Sep 13, 2026. Raw range total: 2.9B.
Sep 13, 2025Sep 13, 2026
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  • 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

Usage by device
DeviceTokensCostActive days
Unnamed deviceLast submitted 2.9B$155.44107
Legacy submissionsLast submitted 0$0.000