Name: Claude Opus 4.7 observed coding usage snapshot
Creator: Tokscale

Reality Snapshot

Observed tokens

11.3B-87.0%

over 30 days

Estimated tracked spend

$10.5K

Invoices may differ

Active developers

88-123

this month

30-day momentum

-87.0%

Compared with the prior 30-day window

Most-used client

Claude Code67%

of observed tokens

Observed Usage

Tokens observedDaily active developers

How developers use it

Usage by coding client

Sharevs 30 days

Claude Code

67%0%

OpenCode

33%0%

Token composition

Share of observed tokens

94%cache read

Cache read10.6B94%

Input612.7M5.4%

Output57.4M<1%

Reasoning4290%

Cache-heavy workloadMost observed tokens reuse cached context across requests.

Observed Variants

defaultclaude-opus-4-711.3B$10.5K$0.9299.87%

Bedrock EUeu.anthropic.claude-opus-4-711M$24.2$2.200.1%

via ghgh/claude-opus-4-73.6M$2.9$0.820.03%

Bedrockanthropic.claude-opus-4-716.9K$0.1$8.730%

via sekaisekai/claude-opus-4-713K$0.1$5.790%

fastclaude-opus-4-7-fast0$0$0.000%

Bedrock USus.anthropic.claude-opus-4-70$0$0.000%

Token Economics

Estimated spend profile

Claude Code$6.9K65.43%

OpenCode$3.6K34.4%

Gajae-Code$110.11%

Kilo$4.790.05%

Pi$1.390.01%

OpenClaw$0.140%

Hermes Agent$0.080%

Observed cost signals

Estimated spend per 1M tracked tokens$0.93

Cache-read share94.1%

Estimated cache savingsNot available

Typical workloadcontext-heavy

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

Model Momentum

-87.0%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 4.7 recorded 11.3B coding tokens across 88 developers during the latest 30-day Tokscale window.

Observed confidenceHigh