Claude Opus 4.6

Observed through

Tokscale Model Report

Claude Opus 4.6 model details and observed coding usage from Tokscale.

Reality Snapshot

Observed tokens

10.4B-68.7%

over 30 days

Estimated tracked spend

$14.3K

Invoices may differ

Active developers

98-76

this month

30-day momentum

-68.7%

Compared with the prior 30-day window

Most-used client

Claude Code47%

of observed tokens

Observed Usage

Tokens observedDaily active developers
Observed coding tokens over 30 daysDaily observed usage from Jul 12 through Aug 10, with active developer activity for context.1B800M600M400M200M03024181260Jul 12Jul 15Jul 18Jul 21Jul 24Jul 27Jul 29Aug 1Aug 4Aug 7Aug 10

How developers use it

Usage by coding client

Sharevs 30 days

Token composition

Share of observed tokens

85%cache read
Cache read8.9B85%
Input1.5B14%
Output48M<1%
Reasoning1.4M<1%
Cache-heavy workloadMost observed tokens reuse cached context across requests.

Observed Variants

defaultclaude-opus-4-610.3B$14.2K$1.3799.39%
via anthropicanthropic/claude-opus-4-663.4M$92$1.450.61%
fastclaude-opus-4-6-fast235.3K$8.8$37.510%
router via unknownrouter_client:unknown/claude-opus-4-6148.4K$0$0.000%

Token Economics

Estimated spend profile

Claude Code$4.3K29.85%
OpenCode$3.2K22.56%
OpenClaw$4.7K32.68%
Hermes Agent$1.3K8.95%
Antigravity$2441.71%
Pi$2571.8%
Antigravity CLI$1210.85%
Senpi$1380.96%

Observed cost signals

Estimated spend per 1M tracked tokens$1.37
Cache-read share85.3%
Estimated cache savingsNot available
Typical workloadcontext-heavy

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

Model Momentum

-68.7%30-day growthRank: Observed model

Compared with the prior non-overlapping window

Fastest-growing client: Claude Code

1B667M333M0Jul 12Jul 27Aug 10

Official Model Details

ProviderAnthropic

Tokscale Insight

Claude Opus 4.6 recorded 10.4B coding tokens across 98 developers during the latest 30-day Tokscale window.

Observed confidenceHigh