Name: CodeBuddy observed coding usage snapshot
Creator: Tokscale

Reality Snapshot

Observed tokens

2.1B+54.1%

over 30 days

Estimated tracked spend

$322

Invoices may differ

Active developers

6+2

deduplicated over 30 days

Observed messages

11.4K

over 30 days

Most-used model

Deepseek V4 Flash62.8%

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 FlashDeepseek	1.3B	63%	0%
Deepseek V4 ProDeepseek	595M	29%	0%
Hy3Observed model	90.1M	4.3%	0%
Glm 5 2Z Ai	77.2M	3.7%	0%
CodebuddyObserved model	7.1M	<1%	0%
Minimax M3Minimax	2.3M	<1%	0%
Kimi K2 7Moonshotai	756.5K	<1%	0%
Minimax M3 PayMinimax	384K	<1%	0%

Token composition

Share of observed client tokens

Input1.3B63%

Cache read755M36%

Output6.5M<1%

Reasoning00%

Client Economics

Deepseek V4 Flash$14244%

Deepseek V4 Pro$9830%

Hy3$113.4%

Glm 5 2$7022%

Codebuddy$0.000%

Minimax M3$0.46<1%

Kimi K2 7$0.28<1%

Minimax M3 Pay$0.08<1%

Estimated spend per 1M tracked tokens$0.15

Cache-read share36.4%

Spend basisEstimated from tracked model usage

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

Client Momentum

+54.1%30-day growthObserved coding client

Compared with the prior non-overlapping 30-day window

Provider footprint

Deepseek1.9B
Observed model97.2M
Z Ai77.2M
Minimax2.7M
Moonshotai756.5K

Client details

Canonical clientcodebuddy

TelemetryAggregated Tokscale submissions

Current window2026-06-30 to 2026-07-29

Comparison window2026-05-31 to 2026-06-29

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 2.1B coding tokens across 6 developers during the latest 30-day Tokscale window.

Evidence confidenceStable observed sample