Name: Hy3 observed coding usage snapshot
Creator: Tokscale

Reality Snapshot

Observed tokens

5.2B+271.9%

over 30 days

Estimated tracked spend

$219

Invoices may differ

Active developers

63+29

this month

30-day momentum

+271.9%

Compared with the prior 30-day window

Most-used client

WorkBuddy46%

of observed tokens

Observed Usage

Tokens observedDaily active developers

How developers use it

Usage by coding client

Sharevs 30 days

WorkBuddy

46%0%

35%0%

7%0%

6%0%

2%0%

2%0%

2%0%

Token composition

Share of observed tokens

70%cache read

Cache read3.7B70%

Input1.5B29%

Output44M<1%

Reasoning3.3M<1%

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

Observed Variants

defaulthy32.5B$217$0.0848.59%

via tencent, freetencent/hy3:free2.2B$0$0.0042.78%

freehy3-free428.2M$0$0.008.23%

via codebuddycodebuddy/hy315.1M$1.9$0.120.29%

via tencenttencent/hy35.6M$0.3$0.050.11%

freehy3:free0$0$0.000%

Token Economics

Estimated spend profile

WorkBuddy$20693.89%

Pi$0.010%

Hermes Agent$1.890.86%

OpenCode$1.700.78%

Kilo$0.000%

CodeBuddy$9.794.46%

Claude Code$0.000%

Observed cost signals

Estimated spend per 1M tracked tokens$0.04

Cache-read share70.3%

Estimated cache savingsNot available

Typical workloadcontext-heavy

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

Model Momentum

+271.9%30-day growthRank: Observed model

Compared with the prior non-overlapping window

Fastest-growing client: WorkBuddy

Official Model Details

Tokscale Insight

Hy3 recorded 5.2B coding tokens across 63 developers during the latest 30-day Tokscale window.

Observed confidenceHigh