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 339 models
$40.5M (73.6%)
opus-4
claude-opus-4
$30.9M · 76.4%
claude-opus-4-8
$3.2M · 7.9%
claude-opus-4-7
$2.3M · 5.7%
claude-opus-4-6
$2.0M · 5.0%
claude-fable-5
$1.3M · 3.3%
+334 others
$701.1K · 1.7%
OpenAI 186 models
$10.0M (18.2%)
5.5
gpt-5.5
$6.3M · 63.0%
5.6-sol
gpt-5.6-sol
$1.7M · 17.3%
gpt-5-5-pro
$993.2K · 9.9%
gpt-5.4
$426.4K · 4.3%
+182 others
$552.2K · 5.5%
Unknown 1279 models
$4.4M (8.0%)
unknown
unknown
$2.8M · 62.6%
umans-glm-5.2
umans-glm-5.2
$792.6K · 17.9%
mimo-v2.5-pro-precision
$447.1K · 10.1%
+1276 others
$416.7K · 9.4%
Other 623 models
$100.6K (0.2%)
deepseek-v4-flash
deepseek-v4-flash
$28.3K · 28.2%
deepseek-v4-pro
deepseek-v4-pro
$17.6K · 17.5%
gemini-3-flash-preview
$11.2K · 11.1%
gemini-3.1-pro-preview
$4.3K · 4.3%
+144 others
$4.0K · 4.0%
grok-4.5
$4.0K · 4.0%
gemini-3.5-flash
$3.5K · 3.5%
gemini-2.5-flash
$3.2K · 3.1%
+29 others
+29 others
$24.5K · 24.3%

By the numbers

5.1 T

Tokens per developer

$212.8 K

Spend / dev

331.5 M

Total messages

5790.6 T

Peak day

Jun 6

1297

Active days

27.4 M

Tokens / msg

$1.13

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
790.6M
Apr 22 Jul 17
Daily cost per user / p50 · normalized
$597.05
Apr 22 Jul 17
Daily messages per user / p50 · normalized
5.9K
Apr 22 Jul 17
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
1.2K
Apr 22 Jul 17
Tokens per message
3.4B
Apr 22 Jul 17
Monthly run rate extrapolated / rolling 30d
$51.6M
Apr 22 Jul 17

Distribution

Jan 2023 Jul 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