EffortFrontier
A digital SaaS product: PDF reports that measure your LLM reasoning-effort cost–quality frontier.
You supply prompts (and run inference on your own key). The product delivers a dated PDF measurement report across model × reasoning_effort × max_tokens, with confidence intervals and executable config recommendations. This is software fulfillment of a digital report SKU — not consulting, not a production gateway, and not a savings guarantee.
Clear pricing. Card checkout via Creem (Merchant of Record). Digital fulfillment within about two business days. No API keys stored in our database. If the report finds nothing actionable, see our refund policy.
What the digital product includes
A downloadable measurement artifact — not an optimization service that competes with free prompt tools.
PDF frontier report
Cost vs quality across effort settings on your prompts — with intervals, not a marketing average.
Config recommendations
Executable settings you can apply yourself. If lower effort breaks quality, the report says so.
Offline by design
Not in your production path. No gateway. No key custody. Inference stays on your account.
Who buys this
Teams already calling LLM APIs in production — especially reasoning models — whose monthly bill is high enough that a paid measurement report can pay back. Our reproducible model (see method) uses a ~$745/mo bill threshold for a $149 report to pay back in one month at a 20% expected-savings assumption. That assumption is labeled and uncertain; your result may be zero savings.
Self-serve digital product only. No enterprise contracts, invoices, or SLA. Support is email (wangqiyuanbistu@gmail.com) with responses within 3 business days.
Honest limits
- — We do not claim a published average savings percentage. None exists for this exact claim.
- — Closest commercial analogs can have tiny revenue; demand is unproven — that is why we sell a clear digital SKU first.
- — We never store your API keys in our database. Keys stay with you.
- — Prompts and eval sets are trade secrets; deleted after report delivery; not used for cross-customer benchmarks.