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

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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 301 models
$7.4M (47.9%)
opus-4-6
claude-opus-4-6
$3.2M · 42.8%
opus-4-7-20250805
claude-opus-4-7-20250805
$2.0M · 26.7%
opus-4-7
claude-opus-4-7
$1.6M · 22.2%
claude-sonnet-4-6
$261.1K · 3.5%
+297 others
$353.0K · 4.8%
OpenAI 169 models
$7.0M (45.3%)
5.5
gpt-5.5
$2.8M · 39.7%
5.4
gpt-5.4
$2.7M · 38.1%
5-5-pro
gpt-5-5-pro
$993.2K · 14.2%
gpt-5.3-codex
$270.3K · 3.9%
+165 others
$288.2K · 4.1%
Unknown 855 models
$973.9K (6.3%)
mimo-v2.5-pro-precision
mimo-v2.5-pro-precision
$447.1K · 45.9%
cd9f1fd7-8064-43ab-b9d7-2ad0bffcef55
cd9f1fd7-8064-43ab-b9d7-2ad0bffcef55
$228.5K · 23.5%
12e8ea02-fbf3-417f-8102-3ef87c7c06fd
$56.8K · 5.8%
mimo-v2.5-pro
$40.6K · 4.2%
kimi-k2.6-precision
$39.4K · 4.0%
kimi-k2.6
$37.4K · 3.8%
glm-5.1
$35.3K · 3.6%
+848 others
$88.8K · 9.1%
Other 514 models
$64.3K (0.4%)
deepseek-v4-flash
deepseek-v4-flash
$27.2K · 42.3%
qwen/qwen3-next-80b-a3b-thinking
qwen/qwen3-next-80b-a3b-thinking
$8.7K · 13.5%
gemini-3.1-pro-preview
$6.2K · 9.6%
deepseek-v4-pro
$5.0K · 7.8%
gemini-3-flash-preview
$4.7K · 7.2%
+114 others
$3.1K · 4.8%
+24 others
+24 others
$9.5K · 14.7%

By the numbers

14.3 B

Tokens per developer

$14.9 K

Spend / dev

227.6 M

Total messages

539.4 B

Peak day

Apr 7

444

Active days

86.5 K

Tokens / msg

$0.09

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
659.8M
Mar 4 May 29
Daily cost per user / p50 · normalized
$598.00
Mar 4 May 29
Daily messages per user / p50 · normalized
5.5K
Mar 4 May 29
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
937.6
Mar 4 May 29
Tokens per message
189.2K
Mar 4 May 29
Monthly run rate extrapolated / rolling 30d
$31.4M
Mar 4 May 29

Distribution

Mar 2025 Jun 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