Qilong Li
@RoamLight
- Last month rank#190
- Joined Sep 2026
- Updated 10/23/2026, 3:27:37 AM
- Last month tokens
- 22.1B
- Last month cost
- $12.63K
- Active days (Last month)
- 29
- All submissions
- 20
Contributions
Daily contribution density for last month (UTC).
29 active days
Sep 1, 2026 โ Sep 30, 2026
Day breakdown
Wednesday, September 30, 2026
Total tokens
5.6M
Cost
$2.18
Messages
112
Token categories
Input
355.6K
Output
19.7K
Cache read
5.2M
Cache write
0
Reasoning
22.1K
Clients and models
Codex CLIgpt-6-sol$2.185.6M tokens ยท Input 355.6K ยท Output 19.7K ยท Cache read 5.2M ยท Reasoning 22.1K ยท 112 messages
Usage over time
Model activity for last month (UTC), grouped by provider.
Range total tokens
22.1B
Sep 1, 2026Sep 30, 2026
- gpt-5.6-sol
- kimi-k3
- gpt-6-astra
- gpt-5.5
- gpt-6-sol
- gpt-5.6-luna
- +6 more
Usage details
Scope is shown for each fact.
- Favorite model (Last month)
- gpt-5.6-sol
- Selected range
- Last month (UTC)
- Models (Last month)
- 12
Providers (Last month)
codexclaude
Token mix
Distribution across input, output, cache, and reasoning tokens.
- Input
- 707.2M3.2%
- Output
- 36.0M0.2%
- Cache read
- 21.3B96.5%
- Cache write
- 2.3M0.0%
- Reasoning
- 18.7M0.1%
Devices ยท all-time
| Device | Tokens | Cost | Active days |
|---|---|---|---|
| Unnamed deviceLast submitted | 480.0M | $646.61 | 17 |
| Unnamed deviceLast submitted | 2.7B | $2.01K | 62 |
| Unnamed deviceLast submitted | 22.1B | $12.59K | 73 |