Goose
Observed throughTokscale Coding Client Report
Goose is an open-source AI agent for automating software-development and other technical tasks.
Reality Snapshot
Observed tokens
150.3M-31.7%
over 30 days
Estimated tracked spend
$212
Invoices may differ
Active developers
4-2
deduplicated over 30 days
Observed messages
143
over 30 days
Most-used model
GLM 5.297%
of observed tokens
Observed Usage
Observed tokensDaily active developers
Models used
Observed 30-day client usage by model
| Model | Tokens | Share | Change |
|---|---|---|---|
| GLM 5.2Z Ai | 145.9M | 97% | 0% |
| Gemini 3.1 Flash LiteGoogle | 3.4M | 2.3% | 0% |
| DeepSeek V4 Flash 0423 (via deepseek)Deepseek | 902K | <1% | 0% |
| Gemini 3 Flash PreviewGoogle | 69.5K | <1% | 0% |
| MiniMax M2.5Minimax | 47.9K | <1% | 0% |
| mlx-community/qwen3.5-9b-optiq-4bitMlx Community | 26.9K | <1% | 0% |
| Gemini 2.5 Flash Lite (via google)Google | 21.5K | <1% | 0% |
| GPT-5.3 Codex SparkOpenAI | 6.8K | 0% | 0% |
Token composition
Share of observed client tokens
Input148.2M99%
Output2.1M1.4%
Cache read00%
Reasoning5.8K0%
Client Economics
GLM 5.2$21199%
Gemini 3.1 Flash Lite$0.88<1%
DeepSeek V4 Flash 0423 (via deepseek)$0.13<1%
Gemini 3 Flash Preview$0.04<1%
MiniMax M2.5$0.02<1%
mlx-community/qwen3.5-9b-optiq-4bit$0.000%
Gemini 2.5 Flash Lite (via google)$0.000%
GPT-5.3 Codex Spark$0.02<1%
Estimated spend per 1M tracked tokens$1.41
Cache-read share0%
Spend basisEstimated from tracked model usage
Estimated tracked spend uses Tokscale model and provider pricing data. Actual invoices may differ.
Client Momentum
-31.7%30-day growthObserved coding client
Compared with the prior non-overlapping 30-day window
Provider footprint
- Z Ai145.9M
- Google3.5M
- Deepseek902K
- Minimax47.9K
- Mlx Community26.9K
- OpenAI6.8K
Client details
Canonical clientgoose
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
Goose is an open-source AI agent for automating software-development and other technical tasks.
Links & sources
TOKSCALE INSIGHT
Goose recorded 150.3M coding tokens across 4 developers during the latest 30-day Tokscale window.
Evidence confidenceStable observed sample