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

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0 Tokens Tracked
0 Contributors
$0.00 Community Spend

Models

Anthropic 555 models
$23.1M (57.2%)
opus-5
claude-opus-5
$7.7M · 33.5%
opus-5-5
claude-opus-5-5
$3.9M · 17.1%
fable-5
claude-fable-5
$2.8M · 12.3%
claude-fable-5-1
$1.8M · 7.6%
claude-opus-4-8
$1.3M · 5.5%
claude-opus-4-1
$851.6K · 3.7%
+549 others
+549 others
$4.7M · 20.3%
OpenAI 230 models
$15.6M (38.7%)
5.6-sol
gpt-5.6-sol
$9.0M · 57.7%
6-astra
gpt-6-astra
$4.8M · 30.6%
+228 others
$1.8M · 11.7%
Unknown 2224 models
$859.2K (2.1%)
glm-5.3
$69.9K · 8.1%
big-faizbasha-pickle.40k
$60.5K · 7.0%
cursor-grok-4.6-high-fast
$56.1K · 6.5%
kimi-k3
$48.6K · 5.7%
glm-5.1
$43.5K · 5.1%
dashscope/glm-5.2
$38.4K · 4.5%
glm-5
$37.2K · 4.3%
k3
$33.6K · 3.9%
cursor-grok-4.6-xhigh-fast
$29.9K · 3.5%
+2215 others
+2215 others
$441.4K · 51.4%
xAI 78 models
$438.8K (1.1%)
grok-4.6
grok-4.6
$245.9K · 56.0%
grok-4.5
$47.0K · 10.7%
grok-4
$35.5K · 8.1%
grok-4.7
$26.5K · 6.0%
grok-4.6-build
$25.7K · 5.9%
grok-bot-default
$18.7K · 4.3%
+72 others
$39.6K · 9.0%
Other 1197 models
$373.5K (0.9%)
3-pro-preview
gemini-3-pro-preview
$66.8K · 17.9%
glm-5.2
glm-5.2
$49.1K · 13.1%
3.8-flash
gemini-3.8-flash
$45.2K · 12.1%
+227 others
$34.1K · 9.1%
gemini-2.5-pro
$21.7K · 5.8%
gemini-3.7-flash
$21.4K · 5.7%
gemini-3.6-flash
$18.0K · 4.8%
deepseek-v4-flash
$12.5K · 3.3%
mistral-large-2407
$11.6K · 3.1%
+400 others
$11.5K · 3.1%
+21 others
+21 others
$81.6K · 21.8%

By the numbers

3.7 T

Tokens per developer

$180.6 K

Spend / dev

736.5 M

Total messages

5790.7 T

Peak day

Jun 6

1389

Active days

12.4 M

Tokens / msg

$0.60

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
1.2B
Jul 22 Oct 16
Daily cost per user / p50 · normalized
$376.03
Jul 22 Oct 16
Daily messages per user / p50 · normalized
6.8K
Jul 22 Oct 16
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
Jul 22 Oct 16
Tokens per message
271.2K
Jul 22 Oct 16
Monthly run rate extrapolated / rolling 30d
$47.0M
Jul 22 Oct 16

Distribution

Jan 1970 Oct 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