Name: Claude Code observed coding usage snapshot
Creator: Tokscale

Reality Snapshot

Observed tokens

2.8T+0.9%

over 30 days

Estimated tracked spend

$2.8M

Invoices may differ

Active developers

717-158

deduplicated over 30 days

Observed messages

13.8M

over 30 days

Most-used model

Claude Opus 4 846.6%

of observed tokens

Observed Usage

Observed tokensDaily active developers

Models used

Observed 30-day client usage by model

8 observed models
Model	Tokens	Share	Change
Claude Opus 4 8Anthropic	1.3T	47%	0%
Claude Fable 5Anthropic	761.8B	28%	0%
Claude Sonnet 5Anthropic	411.8B	15%	0%
Claude Opus 5Anthropic	155B	5.6%	0%
Claude Sonnet 4 6Anthropic	23.1B	<1%	0%
Glm 5 2Z Ai	21B	<1%	0%
Gpt 5 6 SolOpenAI	20.3B	<1%	0%
Claude Haiku 4 5Anthropic	19.5B	<1%	0%

Token composition

Share of observed client tokens

Cache read2.6T95%

Input138.2B5%

Output13.4B<1%

Reasoning00%

Client Economics

Claude Opus 4 8$1.1M41%

Claude Fable 5$1.3M45%

Claude Sonnet 5$133K4.8%

Claude Opus 5$114K4.1%

Claude Sonnet 4 6$15.7K<1%

Glm 5 2$14.9K<1%

Gpt 5 6 Sol$40.2K1.4%

Claude Haiku 4 5$5.1K<1%

Estimated spend per 1M tracked tokens$1.00

Cache-read share95%

Spend basisEstimated from tracked model usage

Estimated tracked spend uses Tokscale model and provider pricing data. Actual invoices may differ.

Client Momentum

+0.9%30-day growthObserved coding client

Compared with the prior non-overlapping 30-day window

Provider footprint

Anthropic2.7T
Z Ai21B
OpenAI20.3B

Client details

Canonical clientclaude

TelemetryAggregated Tokscale submissions

Current window2026-06-30 to 2026-07-29

Comparison window2026-05-31 to 2026-06-29

SpendEstimated; invoices may differ

About this client

Claude Code is Anthropic's agentic coding tool for working with codebases from the terminal.

Links & sources

TOKSCALE INSIGHT

Claude Code recorded 2.8T coding tokens across 717 developers during the latest 30-day Tokscale window.

Evidence confidenceStable observed sample