Cc Switch Rollup

Observed through

Tokscale Model Report

Cc Switch Rollup model details and observed coding usage from Tokscale.

Reality Snapshot

Observed tokens

17.1B-5.6%

over 30 days

Estimated tracked spend

$1.76

Invoices may differ

Active developers

1+0

this month

30-day momentum

-5.6%

Compared with the prior 30-day window

Most-used client

Synthetic100%

of observed tokens

Observed Usage

Tokens observedDaily active developers
Observed coding tokens over 30 daysDaily observed usage from Jun 30 through Jul 29, with active developer activity for context.5B4B3B2B1B010.80.60.40.20Jun 30Jul 3Jul 6Jul 9Jul 12Jul 15Jul 17Jul 20Jul 23Jul 26Jul 29

How developers use it

Usage by coding client

Sharevs 30 days
100%0%

Token composition

Share of observed tokens

48%cache read
Input8.8B51%
Cache read8.3B48%
Output35.9M<1%
Reasoning00%
Mixed token profileObserved work is distributed across fresh input, cache, and output tokens.

Token Economics

Estimated spend profile

Synthetic$1.76100%

Observed cost signals

Estimated spend per 1M tracked tokens$0.00
Cache-read share48.3%
Estimated cache savingsNot available
Typical workloadmixed

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

Model Momentum

-5.6%30-day growthRank: Observed model

Compared with the prior non-overlapping window

Fastest-growing client: Synthetic

4B2.67B1.33B0Jun 30Jul 15Jul 29

Official Model Details

Tokscale Insight

Cc Switch Rollup recorded 17.1B coding tokens across 1 developers during the latest 30-day Tokscale window.

Observed confidenceLimited sample