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

OpenAI 122 models
$1.9M (46.9%)
5.4
gpt-5.4
$1.5M · 77.5%
5.3-codex
gpt-5.3-codex
$323.5K · 17.0%
+120 others
$103.7K · 5.5%
Anthropic 242 models
$1.8M (44.0%)
opus-4-6
claude-opus-4-6
$1.0M · 57.7%
opus-4-5
claude-opus-4-5
$252.2K · 14.2%
claude-sonnet-4-6
$160.6K · 9.0%
+239 others
+239 others
$340.7K · 19.1%
Unknown 505 models
$340.0K (8.4%)
cd9f1fd7-8064-43ab-b9d7-2ad0bffcef55
cd9f1fd7-8064-43ab-b9d7-2ad0bffcef55
$228.5K · 67.2%
12e8ea02-fbf3-417f-8102-3ef87c7c06fd
12e8ea02-fbf3-417f-8102-3ef87c7c06fd
$56.8K · 16.7%
+503 others
+503 others
$54.8K · 16.1%
Other 325 models
$24.3K (0.6%)
3-pro-preview
gemini-3-pro-preview
$8.9K · 36.5%
3-flash-preview
gemini-3-flash-preview
$4.6K · 18.8%
+109 others
+109 others
$4.2K · 17.3%
3.1-pro-preview
gemini-3.1-pro-preview
$3.6K · 14.6%
antigravity-gemini-3-pro
$1.8K · 7.2%
+27 others
$1.4K · 5.6%

By the numbers

9.2 B

Tokens per developer

$5.5 K

Spend / dev

68.5 M

Total messages

240.0 B

Peak day

Apr 10

398

Active days

113.9 K

Tokens / msg

$0.07

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
355.4M
Jan 17 Apr 13
Daily cost per user / p50 · normalized
$192.25
Jan 17 Apr 13
Daily messages per user / p50 · normalized
3.2K
Jan 17 Apr 13
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
585.9
Jan 17 Apr 13
Tokens per message
192.7K
Jan 17 Apr 13
Monthly run rate extrapolated / rolling 30d
$11.3M
Jan 17 Apr 13

Distribution

Mar 2025 Apr 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