Choi Minho
@LenChoi
- All-time rank#719
- Joined Sep 2026
- Updated 9/7/2026, 6:53:52 AM
- All-time tokens
- 16.1B
- All-time cost
- $14.46K
- Active days (1y)
- 106
- All submissions
- 3
Contributions
Daily contribution density across the latest 12 months.
106 active days
Sep 7, 2025 – Sep 7, 2026
Day breakdown
Monday, September 7, 2026
Total tokens
156.1M
Cost
$103.34
Messages
397
Token categories
Input
857.6K
Output
306.5K
Cache read
152.6M
Cache write
2.3M
Reasoning
24.4K
Clients and models
Claude Codeclaude-opus-5$76.24130.3M tokens · Input 424 · Output 171.4K · Cache read 128.9M · Cache write 1.2M · 212 messages
claude-opus-4-8$13.3711.4M tokens · Input 136 · Output 52.6K · Cache read 10.2M · Cache write 1.1M · 68 messages
Codex CLIgpt-6-astra$13.7214.5M tokens · Input 857.1K · Output 82.5K · Cache read 13.5M · Reasoning 24.4K · 117 messages
Usage over time
Model activity for the latest 12 months, grouped by provider.
Range total tokens
16.1B
Sep 7, 2025Sep 7, 2026
- claude-opus-5
- claude-fable-5
- gpt-5.6-sol
- claude-fable-5-1
- claude-opus-4-8
- gpt-5.5
- +15 more
Usage details
Scope is shown for each fact.
- Favorite model (1y)
- claude-opus-5
- Sessions (all-time)
- 4,219
- Models (latest)
- 19
Providers (latest)
openclawcodexgeminiclaudekiro
MCP servers (latest)
jetbrains
Token mix
Distribution across input, output, cache, and reasoning tokens.
- Input
- 178.3M1.1%
- Output
- 44.7M0.3%
- Cache read
- 15.5B96.1%
- Cache write
- 397.8M2.5%
- Reasoning
- 2.7M0.0%
Devices · all-time
| Device | Tokens | Cost | Active days |
|---|---|---|---|
| Unnamed deviceLast submitted | 16.1B | $14.46K | 106 |