How developers actually use AI

Usage over time

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

One-off

Submit your data

One command. Anonymous. No install.

Auto-sync

Desktop app

Background sync. Always up to date.

All platforms & release notes

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 208 models
$928.6K (71.3%)
opus-4-6
claude-opus-4-6
$309.8K · 33.4%
opus-4-5
claude-opus-4-5
$155.1K · 16.7%
opus-4-5-20251101
claude-opus-4-5-20251101
$111.9K · 12.1%
gemini-claude-opus-4-5-thinking
$76.1K · 8.2%
claude-opus-4-6-thinking
$57.4K · 6.2%
claude-opus-4-5-thinking
$43.0K · 4.6%
claude-sonnet-4-6
$33.4K · 3.6%
claude-sonnet-4-5
$30.3K · 3.3%
+200 others
+200 others
$111.5K · 12.0%
OpenAI 110 models
$316.4K (24.3%)
5.3-codex
gpt-5.3-codex
$144.5K · 45.7%
5.4
gpt-5.4
$85.2K · 26.9%
5.2-codex
gpt-5.2-codex
$44.7K · 14.1%
gpt-5.2
$18.7K · 5.9%
+106 others
$23.3K · 7.4%
Google 127 models
$28.3K (2.2%)
3-pro-preview
gemini-3-pro-preview
$14.9K · 52.5%
3-flash-preview
gemini-3-flash-preview
$5.4K · 19.0%
antigravity-gemini-3-pro
$2.1K · 7.5%
gemini-3.1-pro-preview
$1.4K · 4.8%
gemini-3-pro-high
$969.69 · 3.4%
+122 others
+122 others
$3.6K · 12.7%
Unknown 351 models
$27.6K (2.1%)
glm-4.7
glm-4.7
$8.3K · 30.2%
k2p5
$2.9K · 10.5%
glm-5
$2.0K · 7.4%
opus-4.6
$1.9K · 7.1%
kimi-for-coding
$1.6K · 5.8%
glm-4.6
$1.3K · 4.6%
glm-4.7-free
$1.0K · 3.7%
kimi-k2.5-free
$931.76 · 3.4%
+343 others
+343 others
$7.5K · 27.3%
Other 120 models
$1.1K (0.1%)
grok-code
grok-code
$542.12 · 49.1%
grok-4
grok-4
$181.05 · 16.4%
qwen3.5-plus
qwen3.5-plus
$146.04 · 13.2%
grok-code-fast-1
$79.31 · 7.2%
qwen3-coder-plus
$62.89 · 5.7%
qwen/qwen3.5-397b-a17b-fp8
$33.80 · 3.1%
+19 others
$59.49 · 5.4%

By the numbers

4.7 B

Tokens per developer

$3.2 K

Spend / dev

25.6 M

Total messages

54.7 B

Peak day

Mar 4

367

Active days

84.2 K

Tokens / msg

$0.06

Cost / msg

Frameworks

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

The average vibe coder

Daily tokens per user / p50
71.8M
Dec 17 Mar 13
Daily cost per user / p50
$82.25
Dec 17 Mar 13
Daily messages per user / p50
970
Dec 17 Mar 13
Active users eligible
268
Dec 17 Mar 13
Tokens per message
128.7K
Dec 17 Mar 13
Monthly run rate rolling 30d cost
$599.7K
Dec 17 Mar 13

Distribution

March 2025 March 2026

Per-user monthly cost distribution (log scale)

One-off

Submit your data

One command. Anonymous. No install.

Auto-sync

Desktop app

Background sync. Always up to date.

All platforms & release notes

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