Claude Opus 5
Observed throughTokscale Model Report
Claude Opus 5 model details and observed coding usage from Tokscale.
Reality Snapshot
Observed tokens
182.9B
over 30 days
Estimated tracked spend
$139K
Invoices may differ
Active developers
224
this month
30-day momentum
—
Awaiting a prior 30-day window
Most-used client
Claude Code85%
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
96%cache read
Cache read176B96%
Input6.3B3.4%
Output612.7M<1%
Reasoning00%
Cache-heavy workloadMost observed tokens reuse cached context across requests.
Token Economics
Estimated spend profile
Claude Code$114K82.63%
Gajae-Code$7.2K5.2%
Pi$9.8K7.11%
OpenCode$4.2K3.03%
OpenClaw$2.8K2%
Hermes Agent$190.01%
Copilot$160.01%
Jcode$0.170%
Observed cost signals
Estimated spend per 1M tracked tokens$0.76
Cache-read share96.2%
Estimated cache savingsNot available
Typical workloadcontext-heavy
Estimated tracked spend calculated from Tokscale model and provider pricing data. Actual invoices may differ.
Model Momentum
—30-day growthRank: Observed model
Awaiting a prior non-overlapping window
Fastest-growing client: Claude Code
Official Model Details
ProviderAnthropic
Tokscale Insight
Claude Opus 5 recorded 182.9B coding tokens across 224 developers during the latest 30-day Tokscale window.
Observed confidenceHigh




