Randy Chang
@raw34
- 30d rank#292
- Joined May 2026
- Updated 9/14/2026, 2:00:38 PM
- 30d tokens
- 10.9B
- 30d cost
- $6.02K
- Active days (30d)
- 30
- All submissions
- 109
Contributions
Daily contribution density across the last 30 days.
30 active days
Aug 16, 2026 โ Sep 14, 2026
Day breakdown
Monday, September 14, 2026
Total tokens
419.6M
Cost
$240.97
Messages
1,491
Token categories
Input
2.0M
Output
970.1K
Cache read
409.4M
Cache write
7.1M
Reasoning
51.0K
Clients and models
Claude Codeclaude-opus-5$183.84335.0M tokens ยท Input 221.9K ยท Output 732.3K ยท Cache read 328.8M ยท Cache write 5.2M ยท 847 messages
claude-sonnet-4-5$7.391.9M tokens ยท Input 480 ยท Output 36.6K ยท Cache read 92.3K ยท Cache write 1.8M ยท 48 messages
<synthetic>$0.000 tokens ยท 5 messages
Codex CLIgpt-6-astra$26.4039.5M tokens ยท Input 865.2K ยท Output 95.5K ยท Cache read 38.5M ยท Reasoning 17.7K ยท 283 messages
gpt-5.6-sol$23.3543.1M tokens ยท Input 938.0K ยท Output 105.7K ยท Cache read 42.0M ยท Reasoning 33.3K ยท 308 messages
Usage over time
Model activity for the last 30 days, grouped by provider.
Range total tokens
10.9B
Aug 16, 2026Sep 14, 2026
- claude-opus-5
- gpt-5.6-sol
- gpt-6-astra
- gpt-5.6-terra
- claude-fable-5
- claude-sonnet-5
- +3 more
Usage details
Scope is shown for each fact.
- Favorite model (30d)
- claude-opus-5
- Selected range
- Last 30 days
- Models (30d)
- 9
Providers (30d)
codexclaude
MCP servers (latest)
browsermcpcontext7fetchgithubmemorypencilsequential-thinking
Token mix
Distribution across input, output, cache, and reasoning tokens.
- Input
- 72.5M0.7%
- Output
- 26.9M0.2%
- Cache read
- 10.6B97.8%
- Cache write
- 141.7M1.3%
- Reasoning
- 2.4M0.0%
Devices ยท all-time
| Device | Tokens | Cost | Active days |
|---|---|---|---|
| Unnamed deviceLast submitted | 35.3B | $20.58K | 221 |
| Unnamed deviceLast submitted | 4.7B | $2.87K | 139 |
| Legacy submissionsLast submitted | 0 | $0.00 | 0 |