Randy Chang
@raw34
- 30d rank (UTC)#397
- Joined May 2026
- Updated 11/1/2026, 12:48:10 AM
- 30d tokens
- 9.9B
- 30d cost
- $3.01K
- Active days (30d)
- 30
- All submissions
- 156
Contributions
Daily contribution density across the last 30 days.
30 active days
Oct 3, 2026 โ Nov 1, 2026
Day breakdown
Sunday, November 1, 2026
Total tokens
47.0M
Cost
$16.56
Messages
97
Token categories
Input
121.8K
Output
73.3K
Cache read
46.1M
Cache write
744.5K
Reasoning
1.7K
Clients and models
Claude Codeclaude-opus-5-5$15.9745.1M tokens ยท Input 174 ยท Output 57.2K ยท Cache read 44.3M ยท Cache write 744.5K ยท 78 messages
Codex CLIgpt-6.1-sol$0.591.9M tokens ยท Input 121.6K ยท Output 16.1K ยท Cache read 1.7M ยท Reasoning 1.7K ยท 19 messages
Usage over time
Model activity for the last 30 days, grouped by provider.
Range total tokens
9.9B
Oct 3, 2026Nov 1, 2026
- claude-opus-5-5
- gpt-6.1-sol
- gpt-6-sol
- claude-sonnet-5-5
- z-ai/glm-5.3-flash
- claude-opus-4-8
- +6 more
Usage details
Scope is shown for each fact.
- Favorite model (30d)
- claude-opus-5-5
- Selected range
- Last 30 days
- Models (30d)
- 12
Providers (30d)
hermescodexclaudedsh
MCP servers (latest)
browsermcpclaude-memcontext7fetchgithubmemorypencilsequential-thinking
Token mix
Distribution across input, output, cache, and reasoning tokens.
- Input
- 83.8M0.8%
- Output
- 25.6M0.3%
- Cache read
- 9.7B97.8%
- Cache write
- 103.4M1.0%
- Reasoning
- 3.5M0.0%
Devices ยท all-time
| Device | Tokens | Cost | Active days |
|---|---|---|---|
| Unnamed deviceLast submitted | 49.8B | $26.89K | 263 |
| Unnamed deviceLast submitted | 4.7B | $2.87K | 220 |
| Legacy submissionsLast submitted | 0 | $0.00 | 0 |