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

Reality Snapshot

Observed tokens

497.4B+80.0%

over 30 days

Estimated tracked spend

$299K

Invoices may differ

Active developers

67+4

deduplicated over 30 days

Observed messages

3.6M

over 30 days

Most-used model

GPT-5.6 Sol47.8%

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
GPT-5.6 SolOpenAI	237.6B	48%	0%
GPT-5.6 TerraOpenAI	63.5B	13%	0%
Claude Opus 5Anthropic	54.4B	11%	0%
GPT-5.6 LunaOpenAI	38.6B	7.8%	0%
Claude Fable 5Anthropic	32.4B	6.5%	0%
Claude Opus 4.8Anthropic	31.2B	6.3%	0%
GLM 5.2Z Ai	8.3B	1.7%	0%
Claude Sonnet 5Anthropic	8B	1.6%	0%

Token composition

Share of observed client tokens

Cache read466.5B94%

Input29.3B5.9%

Output1.7B<1%

Reasoning00%

Client Economics

GPT-5.6 Sol$158K53%

GPT-5.6 Terra$22.5K7.5%

Claude Opus 5$34.6K12%

GPT-5.6 Luna$3.2K1.1%

Claude Fable 5$48.1K16%

Claude Opus 4.8$25.5K8.6%

GLM 5.2$615<1%

Claude Sonnet 5$2.1K<1%

Estimated spend per 1M tracked tokens$0.60

Cache-read share94.1%

Spend basisEstimated from tracked model usage

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

Client Momentum

+80.0%30-day growthObserved coding client

Compared with the prior non-overlapping 30-day window

Provider footprint

OpenAI339.7B
Anthropic125.9B
Z Ai8.3B

Client details

Canonical clientgjc

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

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 497.4B coding tokens across 67 developers during the latest 30-day Tokscale window.

Evidence confidenceStable observed sample