Name: CodeBuddy observed coding usage snapshot
Creator: Tokscale

Reality Snapshot

Observed tokens

2.6B+65.9%

over 30 days

Estimated tracked spend

$298

Invoices may differ

Active developers

8+2

deduplicated over 30 days

Observed messages

12.8K

over 30 days

Most-used model

DeepSeek V4 Flash 042381%

of observed tokens

Observed Usage

Observed tokensDaily active developers

Models used

Observed 30-day client usage by model

8 observed models
Model	Tokens	Share	Change
DeepSeek V4 Flash 0423Deepseek	2.1B	81%	0%
DeepSeek V4 ProDeepseek	307.9M	12%	0%
Hy3Observed model	96.7M	3.8%	0%
GLM 5.2Z Ai	75.4M	2.9%	0%
codebuddyObserved model	7.1M	<1%	0%
MiniMax M3Minimax	2.3M	<1%	0%
Auto RouterObserved model	247.8K	<1%	0%
default-modelObserved model	177.2K	<1%	0%

Token composition

Share of observed client tokens

Input1.5B58%

Cache read1.1B42%

Output7.4M<1%

Reasoning840%

Client Economics

DeepSeek V4 Flash 0423$18763%

DeepSeek V4 Pro$4314%

Hy3$9.793.3%

GLM 5.2$5819%

codebuddy$0.000%

MiniMax M3$0.46<1%

Auto Router$0.000%

default-model$0.000%

Estimated spend per 1M tracked tokens$0.12

Cache-read share41.9%

Spend basisEstimated from tracked model usage

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

Client Momentum

+65.9%30-day growthObserved coding client

Compared with the prior non-overlapping 30-day window

Provider footprint

Deepseek2.4B
Observed model104.2M
Z Ai75.4M
Minimax2.3M

Client details

Canonical clientcodebuddy

TelemetryAggregated Tokscale submissions

Current window2026-07-12 to 2026-08-10

Comparison window2026-06-12 to 2026-07-11

SpendEstimated; invoices may differ

About this client

CodeBuddy is an AI coding assistant with command-line development workflows supported by Tokscale.

Links & sources

TOKSCALE INSIGHT

CodeBuddy recorded 2.6B coding tokens across 8 developers during the latest 30-day Tokscale window.

Evidence confidenceStable observed sample