Name: Droid observed coding usage snapshot
Creator: Tokscale

Reality Snapshot

Observed tokens

50.4B+19.4%

over 30 days

Estimated tracked spend

$5.8K

Invoices may differ

Active developers

17-9

deduplicated over 30 days

Observed messages

1.5K

over 30 days

Most-used model

Mimo V2 5 084.2%

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
Mimo V2 5 0Observed model	42.4B	84%	0%
Glm 5 2 21Z Ai	2.8B	5.6%	0%
OtherObserved model	1.5B	3%	0%
Glm 5 2Z Ai	1.2B	2.4%	0%
Minimax M3Minimax	663.8M	1.3%	0%
Glm 4 7 Anthropic 0Z Ai	597.8M	1.2%	0%
Gpt 5 6 Sol Fast 0OpenAI	308.4M	<1%	0%
Mimo V2 5 Pro 0Observed model	247.1M	<1%	0%

Token composition

Share of observed client tokens

Input38.5B76%

Cache read11.6B23%

Output179.1M<1%

Reasoning81.3M<1%

Client Economics

Mimo V2 5 0$0.000%

Glm 5 2 21$1.8K31%

Other$1.3K22%

Glm 5 2$1.6K28%

Minimax M3$0.000%

Glm 4 7 Anthropic 0$2925%

Gpt 5 6 Sol Fast 0$3215.5%

Mimo V2 5 Pro 0$0.000%

Estimated spend per 1M tracked tokens$0.12

Cache-read share23.1%

Spend basisEstimated from tracked model usage

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

Client Momentum

+19.4%30-day growthObserved coding client

Compared with the prior non-overlapping 30-day window

Provider footprint

Observed model44.1B
Z Ai4.6B
Minimax663.8M
OpenAI308.4M

Client details

Canonical clientdroid

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

Factory Droid is an AI software-development agent for planning, implementing, and reviewing code.

Links & sources

TOKSCALE INSIGHT

Droid recorded 50.4B coding tokens across 17 developers during the latest 30-day Tokscale window.

Evidence confidenceStable observed sample