Name: Gajae-Code observed coding usage snapshot
Creator: Tokscale

Reality Snapshot

Observed tokens

432.9B+163.0%

over 30 days

Estimated tracked spend

$268K

Invoices may differ

Active developers

69+15

deduplicated over 30 days

Observed messages

3.2M

over 30 days

Most-used model

Gpt 5 6 Sol45.3%

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
Gpt 5 6 SolOpenAI	196.1B	45%	0%
Claude Opus 4 8Anthropic	60.6B	14%	0%
Gpt 5 6 TerraOpenAI	48.3B	11%	0%
Gpt 5 5OpenAI	41.3B	9.6%	0%
Claude Fable 5Anthropic	37.1B	8.6%	0%
Claude Opus 5Anthropic	11.4B	2.6%	0%
Glm 5 2Z Ai	9.4B	2.2%	0%
Gpt 5 6 LunaOpenAI	9.1B	2.1%	0%

Token composition

Share of observed client tokens

Cache read408.9B94%

Input22.5B5.2%

Output1.5B<1%

Reasoning00%

Client Economics

Gpt 5 6 Sol$120K45%

Claude Opus 4 8$38K14%

Gpt 5 6 Terra$15.9K5.9%

Gpt 5 5$30.6K11%

Claude Fable 5$50.7K19%

Claude Opus 5$7.2K2.7%

Glm 5 2$61<1%

Gpt 5 6 Luna$1.6K<1%

Estimated spend per 1M tracked tokens$0.62

Cache-read share94.8%

Spend basisEstimated from tracked model usage

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

Client Momentum

+163.0%30-day growthObserved coding client

Compared with the prior non-overlapping 30-day window

Provider footprint

OpenAI294.8B
Anthropic109.1B
Z Ai9.4B

Client details

Canonical clientgjc

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

Gajae-Code is an external coding-agent harness for structured interviews, reviewed plans, tmux-backed execution, and durable verification.

Links & sources

TOKSCALE INSIGHT

Gajae-Code recorded 432.9B coding tokens across 69 developers during the latest 30-day Tokscale window.

Evidence confidenceStable observed sample