How developers actually use AI
Usage over time
$1.00$0.80$0.60$0.40$0.20$0.00
Quick start
Submit your data
One command. Anonymous. No install.
How it works
AI coding tools like Claude Code, Cursor, Codex CLI already track and store your token usage locally on your machine. tokscale reads, aggregates, and submits only the stats anonymously. No API key or actual request/responses are reported.
Claude CodeCursorCodex CLIGemini CLIOpenClawAmpRoo Code
Quick start
Submit your data
Paste in terminal. Scans local usage, submits anonymously.
How it works
AI coding tools like Claude Code, Cursor, Codex CLI already track and store your token usage locally on your machine. tokscale reads, aggregates, and submits only the stats anonymously. No API key or actual request/responses are reported.
Claude CodeCursorCodex CLIGemini CLIOpenClawAmpRoo CodeKiloQwen CLIKimi CLIOpenCode
0 Tokens Tracked
0 Contributors
$0.00 Community Spend
Models
opus-4
claude-opus-4
$9.0M · 33.8%
fable-5
claude-fable-5
$4.3M · 16.0%
opus-4-8
claude-opus-4-8
$4.3M · 16.0%
opus-5
claude-opus-5
$4.1M · 15.5%
claude-opus-4-7
$892.9K · 3.3%
claude-opus-4-1
$820.1K · 3.1%
+410 others
+410 others
$3.3M · 12.3%
5.6-sol
gpt-5.6-sol
$9.2M · 64.6%
gpt-5.6-terra
$437.3K · 3.1%
+204 others
$726.5K · 5.1%
big-faizbasha-pickle.40k
$60.5K · 5.6%
umans-glm-5.2
$48.4K · 4.4%
dashscope/glm-5.2
$46.8K · 4.3%
+1795 others
+1795 others
$455.2K · 41.8%
gemini-3-pro-preview
$66.3K · 12.0%
gemini-2.5-pro
$32.6K · 5.9%
+194 others
$22.3K · 4.0%
gemini-3.1-pro-preview
$22.1K · 4.0%
grok-4.6-build
$17.9K · 3.2%
gemini-3.5-flash
$17.4K · 3.1%
+25 others
+25 others
$144.9K · 26.2%
By the numbers
4.2 T
Tokens per developer
Frameworks
$1.00$0.80$0.60$0.40$0.20$0.00
The average vibe coder
Daily tokens
per user / p50 · normalized
879.9M
Jun 9 Sep 3
Daily cost
per user / p50 · normalized
$420.41
Jun 9 Sep 3
Daily messages
per user / p50 · normalized
5.1K
Jun 9 Sep 3
Active users Active users Users who submitted data on that day. Eligible users Users whose tracked date range covers that day — they could have been active, but may not have synced. Normalize off Shows raw active user count as reported. Normalize on Scales up by (eligible / active) to estimate what totals would be if everyone synced. Capped at 5×.
eligible
1.5K
Jun 9 Sep 3
Tokens per message
354.9K
Jun 9 Sep 3
Monthly run rate
extrapolated / rolling 30d
$50.8M
Jun 9 Sep 3
Distribution
Per-user monthly cost distribution (log scale)
Quick start
Submit your data
One command. Anonymous. No install.
How it works
AI coding tools like Claude Code, Cursor, Codex CLI already track and store your token usage locally on your machine. tokscale reads, aggregates, and submits only the stats anonymously. No API key or actual request/responses are reported.
Claude CodeCursorCodex CLIGemini CLIOpenClawAmpRoo Code
Quick start
Submit your data
Paste in terminal. Scans local usage, submits anonymously.
How it works
AI coding tools like Claude Code, Cursor, Codex CLI already track and store your token usage locally on your machine. tokscale reads, aggregates, and submits only the stats anonymously. No API key or actual request/responses are reported.
Claude CodeCursorCodex CLIGemini CLIOpenClawAmpRoo CodeKiloQwen CLIKimi CLIOpenCode