Measurements, with their boundaries.
Dated native cost receipts and acceptance metadata (JSON)
Verified council canary · 18 Oct 2026
| Route | Provider cost, USD |
|---|---|
| DeepSeek Flash | 0.0000259 |
| GLM Flash | 0.0000287 |
| Total · two calls | 0.0000546 |
One sponsored runtime check, not customer revenue. Customer ledger charge including 8% markup and rounding: $0.000058969. An identical private cached request made zero new model calls.
Product implementation
Luna was assigned the compact editor interface. Codex owns integration, financial controls and acceptance checks. Subscription CLI work is not recorded as paid API usage.
DeepSeek produced a real UI helper draft through DSHREM for $0.00015288 provider cost. It needed a manual correction before acceptance. Model request: task-0159538553b242d1bd90c1b495b2c593; source hash and acceptance receipt are retained. This is one observed drafting cost, not the complete cost of accepted work.
One task does not establish general cost savings. Subscription allocation, review time and an equivalent accepted baseline are not measured; no savings percentage or quality rating is claimed.
Your own task costs, tokens, holds and status are visible in Runs. Model route availability and runtime verification are listed separately in Models.