Name: Kilo observed coding usage snapshot
Creator: Tokscale

Reality Snapshot

Observed tokens

2.3B-29.9%

over 30 days

Estimated tracked spend

$683

Invoices may differ

Active developers

14-9

deduplicated over 30 days

Observed messages

25.5K

over 30 days

Most-used model

Glm 5 224.7%

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
Glm 5 2Z Ai	574.9M	25%	0%
Glm 5 2 ShortZ Ai	363.6M	16%	0%
Deepseek V4 FlashDeepseek	161M	6.9%	0%
Qd Kmodel LatestQd	147.8M	6.3%	0%
Minimax M3Minimax	146.3M	6.3%	0%
Hy3 FreeObserved model	137.7M	5.9%	0%
Glm Glm 5 2Glm	137.3M	5.9%	0%
Big PickleObserved model	118.3M	5.1%	0%

Token composition

Share of observed client tokens

Cache read2B87%

Input291.9M13%

Output11.2M<1%

Reasoning2.4M<1%

Client Economics

Glm 5 2$23234%

Glm 5 2 Short$15723%

Deepseek V4 Flash$1.41<1%

Qd Kmodel Latest$0.000%

Minimax M3$9.441.4%

Hy3 Free$0.000%

Glm Glm 5 2$8713%

Big Pickle$213%

Estimated spend per 1M tracked tokens$0.29

Cache-read share87.4%

Spend basisEstimated from tracked model usage

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

Client Momentum

-29.9%30-day growthObserved coding client

Compared with the prior non-overlapping 30-day window

Provider footprint

Z Ai938.5M
Observed model256.1M
Deepseek161M
Qd147.8M
Minimax146.3M
Glm137.3M

Client details

Canonical clientkilo

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

Kilo (formerly Kilo Code) is an open-source coding agent; this identity covers its editor, CLI, and standalone usage surfaces.

Links & sources

TOKSCALE INSIGHT

Kilo recorded 2.3B coding tokens across 14 developers during the latest 30-day Tokscale window.

Evidence confidenceStable observed sample