Claude Opus 4 6
Observed throughTokscale Model Report
Claude Opus 4 6 model details and observed coding usage from Tokscale.
Reality Snapshot
Observed tokens
15.6B-56.9%
over 30 days
Estimated tracked spend
$29K
Invoices may differ
Active developers
119-79
this month
30-day momentum
-56.9%
Compared with the prior 30-day window
Most-used client
Claude Code33%
of observed tokens
Observed Usage
Tokens observedDaily active developers
How developers use it
Usage by coding client
Sharevs 30 daysToken composition
Share of observed tokens
76%cache read
Cache read11.9B76%
Input3.7B24%
Output52.9M<1%
Reasoning2.2M<1%
Cache-heavy workloadMost observed tokens reuse cached context across requests.
Token Economics
Estimated spend profile
Claude Code$5K17.43%
OpenClaw$15.2K52.42%
OpenCode$4.9K16.89%
Hermes Agent$2.6K8.95%
Antigravity$7682.65%
Antigravity CLI$1980.68%
Pi$2190.76%
Kiro$480.17%
Observed cost signals
Estimated spend per 1M tracked tokens$1.85
Cache-read share76.1%
Estimated cache savingsNot available
Typical workloadcontext-heavy
Estimated tracked spend calculated from Tokscale model and provider pricing data. Actual invoices may differ.
Model Momentum
-56.9%30-day growthRank: Observed model
Compared with the prior non-overlapping window
Fastest-growing client: Claude Code
Official Model Details
ProviderAnthropic
Tokscale Insight
Claude Opus 4 6 recorded 15.6B coding tokens across 119 developers during the latest 30-day Tokscale window.
Observed confidenceHigh





