How developers actually use AI

Usage over time

$1.00$0.80$0.60$0.40$0.20$0.00

Auto-sync

Desktop app

Background sync. Always up to date.

All platforms & release notes

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 + more

Community-sourced AI usage data

Add your stats →
0 Tokens Tracked
0 Contributors
$0.00 Community Spend

Models

Anthropic 405 models
$26.4M (62.8%)
opus-4
claude-opus-4
$9.0M · 34.2%
opus-4-8
claude-opus-4-8
$4.3M · 16.3%
fable-5
claude-fable-5
$4.2M · 15.8%
opus-5
claude-opus-5
$3.9M · 14.8%
claude-opus-4-7
$966.2K · 3.7%
claude-opus-4-1
$839.2K · 3.2%
+399 others
+399 others
$3.2M · 12.1%
OpenAI 203 models
$14.0M (33.3%)
5.6-sol
gpt-5.6-sol
$8.9M · 63.4%
5.5
gpt-5.5
$4.0M · 28.6%
gpt-5.6-terra
$427.2K · 3.0%
+200 others
$694.6K · 5.0%
Unknown 1714 models
$1.1M (2.6%)
unknown
unknown
$266.6K · 24.2%
glm-5.2
glm-5.2
$135.9K · 12.4%
big-faizbasha-pickle.40k
$60.5K · 5.5%
glm-5.1
$60.2K · 5.5%
glm-5
$49.0K · 4.5%
umans-glm-5.2
$48.4K · 4.4%
dashscope/glm-5.2
$46.8K · 4.3%
+1707 others
+1707 others
$432.4K · 39.3%
Other 956 models
$539.8K (1.3%)
grok-4.6
grok-4.6
$88.5K · 16.4%
grok-4.5
grok-4.5
$75.0K · 13.9%
3-pro-preview
gemini-3-pro-preview
$69.3K · 12.8%
grok-4
$34.6K · 6.4%
gemini-2.5-pro
$32.6K · 6.0%
gemini-3.1-pro-preview
$22.3K · 4.1%
+191 others
$21.8K · 4.0%
+63 others
$19.6K · 3.6%
gemini-3.5-flash
$17.6K · 3.3%
grok-4.6-build
$16.3K · 3.0%
+25 others
+25 others
$142.1K · 26.3%

By the numbers

4.2 T

Tokens per developer

$189.4 K

Spend / dev

520.8 M

Total messages

5790.6 T

Peak day

Jun 6

1343

Active days

17.5 M

Tokens / msg

$0.79

Cost / msg

Frameworks

$1.00$0.80$0.60$0.40$0.20$0.00

The average vibe coder

Daily tokens per user / p50 · normalized
1.1B
Jun 7 Sep 1
Daily cost per user / p50 · normalized
$674.94
Jun 7 Sep 1
Daily messages per user / p50 · normalized
6.3K
Jun 7 Sep 1
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
1.4K
Jun 7 Sep 1
Tokens per message
968.7M
Jun 7 Sep 1
Monthly run rate extrapolated / rolling 30d
$51.3M
Jun 7 Sep 1

Distribution

Jan 2023 Sep 2026

Per-user monthly cost distribution (log scale)

Share these stats

Auto-sync

Desktop app

Background sync. Always up to date.

All platforms & release notes

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 + more