Seunghyuk Choi's avatar

Seunghyuk Choi

@ColdTbrew

  • Last month rank#380
  • Joined Jul 2026
  • Updated 10/16/2026, 3:02:50 PM
GitHub
Last month tokens
9.7B
Last month cost
$5.23K
Active days (Last month)
30
All submissions
2,647

Contributions

Daily contribution density for last month (UTC).

30 active days
Sep 1, 2026 – Sep 30, 2026
Highest activity: Sep 14, 2026: 919,440,993 tokens. 0 active days used tokens with no recorded cost.
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Day breakdown

Wednesday, September 30, 2026

Total tokens
330.6M
Cost
$98.88
Messages
3,194

Token categories

Input
13.2M
Output
907.1K
Cache read
312.1M
Cache write
3.8M
Reasoning
542.3K

Clients and models

Cursor
44.9M · $52.97
grok-bot-default$41.1927.3M tokens · Input 7.3K · Output 179.9K · Cache read 23.5M · Cache write 3.6M · 291 messages
grok-bot-automation$11.6113.2M tokens · Input 3.1M · Output 75.9K · Cache read 10.0M · 437 messages
grok-bot-cua$0.174.4M tokens · Input 594 · Output 31.2K · Cache read 4.1M · Cache write 206.8K · 198 messages
gemini-2.5-flash$0.000 tokens · 1 message
Codex CLI
261.5M · $25.35
gpt-6.1-sol$24.34177.9M tokens · Input 5.4M · Output 447.3K · Cache read 171.8M · Reasoning 222.2K · 1,454 messages
codex-auto-review$0.5115.1M tokens · Input 2.0M · Output 20.5K · Cache read 13.0M · Reasoning 13.2K · 288 messages
gpt-6-luna$0.5068.6M tokens · Input 1.5M · Output 108.5K · Cache read 66.7M · Reasoning 240.3K · 451 messages
Grok Build
20.8M · $18.43
grok-4.7$18.4320.8M tokens · Input 928.7K · Output 34.9K · Cache read 19.8M · Reasoning 66.5K · 8 messages
Oh My Pi
3.4M · $2.12
gpt-6-astra$1.892.3M tokens · Input 134.5K · Output 5.6K · Cache read 2.2M · 51 messages
gpt-6.1-sol$0.231.1M tokens · Input 167.9K · Output 3.4K · Cache read 930.0K · 13 messages
OpenClaw
43.7K · $0.01
gpt-5.6-luna$0.0021.1K tokens · Input 21.1K · Output 8 · Reasoning 9 · 1 message
gpt-6-luna$0.0022.6K tokens · Input 22.6K · Output 6 · 1 message

Usage over time

Model activity for last month (UTC), grouped by provider.

Range total tokens
9.7B
7d average tokens usage by model and provider7d average tokens usage by model and provider from Sep 1, 2026 to Sep 30, 2026. Raw range total: 9.7B.
Sep 1, 2026Sep 30, 2026
Use Left Arrow and Right Arrow to inspect adjacent days. Use Home and End to jump to the first or last day. Press Escape to close the inspection.
  • gpt-5.6-luna
  • gpt-5.6-sol
  • gpt-6-astra
  • gpt-6-sol
  • gpt-6-luna
  • grok-4.6
  • +51 more

Usage details

Scope is shown for each fact.

Favorite model (Last month)
gpt-6-astra
Selected range
Last month (UTC)
Models (Last month)
42
Providers (Last month)
codexgrokcursoromppiopencodeantigravity-clidshopenclawzcode

Token mix

Distribution across input, output, cache, and reasoning tokens.

Input
604.8M6.3%
Output
22.4M0.2%
Cache read
9.0B93.3%
Cache write
10.2M0.1%
Reasoning
14.0M0.1%

Devices · all-time

Usage by device
DeviceTokensCostActive days
Unnamed deviceLast submitted 21.8B$12.06K157
Unnamed deviceLast submitted 2.2B$1.08K168
Unnamed deviceLast submitted 12.1B$5.34K108
Unnamed deviceLast submitted 126.6M$84.2212
Unnamed deviceLast submitted 2.4B$1.35K148
Unnamed deviceLast submitted 755.2M$292.2217
Unnamed deviceLast submitted 65.0M$50.683