Tokscale
Start Now
Menu

Other

Observed through

Tokscale Model Report

Other model details and observed coding usage from Tokscale.

Browse models

Reality Snapshot

Observed tokens

2.9B-19.3%

over 30 days

Estimated tracked spend

$1.9K

Invoices may differ

Active developers

543-251

this month

30-day momentum

-19.3%

Compared with the prior 30-day window

Most-used client

Droid45%

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.1B800M600M400M200M0250200150100500Jul 12Jul 15Jul 18Jul 21Jul 24Jul 27Jul 29Aug 1Aug 4Aug 7Aug 10

How developers use it

Usage by coding client

Sharevs 30 days
Droid
45%0%
Pi
35%0%
Claude Code
12%0%
Hermes Agent
6%0%
Kimi
<1%0%
Codex CLI
<1%0%
Cursor
<1%0%
OpenCode
<1%0%

Token composition

Share of observed tokens

69%cache read
Cache read2B69%
Input882.3M30%
Output25.4M<1%
Reasoning2M<1%
Cache-heavy workloadMost observed tokens reuse cached context across requests.

Token Economics

Estimated spend profile

Droid$1.3K70.16%
Pi$47525.17%
Claude Code$713.78%
Hermes Agent$2.620.14%
Kimi$0.000%
Codex CLI$0.080%
Cursor$0.000%
OpenCode$140.73%

Observed cost signals

Estimated spend per 1M tracked tokens$0.64
Cache-read share69%
Estimated cache savingsNot available
Typical workloadcontext-heavy

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

Model Momentum

-19.3%30-day growthRank: Observed model

Compared with the prior non-overlapping window

Fastest-growing client: Droid

800M533M267M0Jul 12Jul 27Aug 10

Official Model Details

Tokscale Insight

Other recorded 2.9B coding tokens across 543 developers during the latest 30-day Tokscale window.

Observed confidenceHigh