Cost per accepted task

Compare API, specialist and hybrid operating costs, quality gates and payback.

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Default: direct billed API spend. Token-mode settings and all recurring components are below.

Monthly original tasks *Billed API inference incl. retries ($/month) *API final acceptance (%) *Specialist final acceptance (%) *Development investment ($) *Data preparation investment ($) *Minimum final acceptance (%) *

All costs, scenarios & evidence (26 inputs)

Monthly volume growth (%) *Peak-month uplift (%) *API inference input *Input tokens per attempt *Output tokens per attempt *Input price ($/million tokens) *Output price ($/million tokens) *Additional attempts per original task *API tasks reviewed (%) *API minutes per reviewed task *Reviewer cost ($/hour) *API monitoring/support ($/month) *Specialist variable inference ($/month) *Specialist tasks reviewed (%) *Specialist review minutes *Hosting at reference capacity ($/month) *Reference hosting utilisation (%) *Specialist monitoring/support ($/month) *Specialist internal engineering ($/month) *Projection months *API price-cut scenario (%) *Hybrid specialist branch share (%) *Hybrid routing overhead ($/month) *Specialist performance evidence *Evidence / assumption reference *Pricing / assumption date *

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Cost per accepted task

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