Stark Liu
@DimensionPrism
- 30d rank#420
- Joined Jun 2026
- Updated 9/12/2026, 5:35:53 AM
- 30d tokens
- 5.8B
- 30d cost
- $3.98K
- Active days (30d)
- 27
- All submissions
- 65
Contributions
Daily contribution density across the last 30 days.
27 active days
Aug 14, 2026 – Sep 12, 2026
Day breakdown
Saturday, September 12, 2026
Total tokens
21.8M
Cost
$7.12
Messages
124
Token categories
Input
617.9K
Output
46.6K
Cache read
21.0M
Cache write
156.7K
Reasoning
7.2K
Clients and models
Codex CLIgpt-6-astra$7.1213.1M tokens · Input 52.6K · Output 9.1K · Cache read 13.0M · Reasoning 4.8K · 61 messages
codex-auto-review$0.006.3M tokens · Input 564.8K · Output 2.8K · Cache read 5.7M · Reasoning 2.4K · 45 messages
Claude Codeclaude-fable-5-1$0.002.5M tokens · Input 456 · Output 34.8K · Cache read 2.3M · Cache write 156.7K · 18 messages
Usage over time
Model activity for the last 30 days, grouped by provider.
Range total tokens
5.8B
Aug 14, 2026Sep 12, 2026
- claude-opus-5
- gpt-5.6-sol
- claude-fable-5
- minimax-m3
- gpt-6-astra
- claude-sonnet-5
- +20 more
Usage details
Scope is shown for each fact.
- Favorite model (30d)
- claude-opus-5
- Selected range
- Last 30 days
- Models (30d)
- 26
Providers (30d)
cursorcodexclaudeopencode
MCP servers (latest)
huggingface
Token mix
Distribution across input, output, cache, and reasoning tokens.
- Input
- 101.7M1.7%
- Output
- 20.3M0.3%
- Cache read
- 5.6B96.4%
- Cache write
- 86.8M1.5%
- Reasoning
- 2.3M0.0%
Devices · all-time
| Device | Tokens | Cost | Active days |
|---|---|---|---|
| Unnamed deviceLast submitted | 4.4B | $3.41K | 239 |
| Unnamed deviceLast submitted | 24.3B | $21.91K | 270 |
| Unnamed deviceLast submitted | 0 | $0.00 | 0 |