CalcRecipe

AI Decision Platform

AI Product Cost Planner

Combine request volume, token mix, cache rate, and infra costs into a pricing decision—not a raw token spreadsheet.

Product 2026.07.5 · Catalog 2026.07.2 · Pricing pricing-2026.07.2 · Trust 2026.07.3 · Decision 2026.07.4 · Core 1.0.0

Workload & stack

Pricing basis

Pricing source: Unavailable

Unavailable

Token pricing is not verified for this model. API availability may be confirmed, but cost calculations require custom pricing. Missing prices are never treated as $0.

API evidence: owner_api_account · 2026-07-20 · account-scoped

Limits (not pricing): TPM 500000 · RPM 500 · TPD 900000

Last verified: —

Dataset version: pricing-unavailable

Verification date unknown — treat this pricing as provisional.

Some pricing data may be incomplete or outdated. This result is a planning estimate based on the latest pricing currently verified by CalcRecipe. Actual billing may differ because of taxes, regional pricing, usage tiers, promotions, routing, provider policy changes, or account-specific terms. Confirm final pricing with the provider before making a financial commitment.

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Decision outputs

Enter valid workload and margin inputs.

Assumptions

  • • Token prices come from the pricing registry (USD / 1M tokens).
  • • Cached requests use cached input rates when the model publishes them; otherwise full input rates apply.
  • • Infra line items are fixed monthly planning costs.

Planning estimate

Some pricing data may be incomplete or outdated. This result is a planning estimate based on the latest pricing currently verified by CalcRecipe. Actual billing may differ because of taxes, regional pricing, usage tiers, promotions, routing, provider policy changes, or account-specific terms. Confirm final pricing with the provider before making a financial commitment.

Examples

  • Support chatbot: 100k requests × 800/400 tokens on a mini model → price for 65% margin at 200 customers.
  • Agent workload: Raise output tokens and watch AI share of opex and health score drop.

Frequently asked questions

Why a health score?
It compresses AI cost concentration, margin realism, and pricing confidence into a single planning signal.
Why can provider pricing change?
Providers update list prices, promotions, batch rates, cache rates, long-context tiers, and enterprise contracts without notice. CalcRecipe labels freshness so you can decide when to re-check.
When should I use custom pricing?
Use custom pricing when your invoice, aggregator markup, or negotiated contract differs from the public catalog. Custom inputs are labeled User Override and never shown as Verified.
How does CalcRecipe label pricing sources?
Verified, Estimated, Custom, Stale, or Unavailable. The source of every calculation stays visible in results and share snapshots.
Should I trust these numbers for contracts?
No. Always confirm official billing terms with the provider before financial commitments.

How AI product cost planning works

Monthly AI cost = token volumes × registry rates. Operating cost adds cloud, storage, email, payments, and monitoring.

Suggested price targets your gross margin; break-even users follow from contribution per subscriber.

Provider list prices change often and may differ by region, channel, promotions, batch/cache rates, or enterprise contracts. CalcRecipe separates verified catalog rates from estimates and user overrides.

Custom pricing is browser or session state only—it is not public content and never silently replaces CalcRecipe Verified data.

Version history

  • 2026.07.3

    2026-07-20

    Added the AI Pricing Trust Layer with user overrides, freshness states, and transparent source labels.

    Catalog pricing can be incomplete or stale; builders must inject real rates without mislabeling them as verified.

  • 1.0.0

    2026-07-20

    AI Product Cost Planner v1 — opex, margin, break-even, health score.

    Help operators decide subscription price from AI + infra burn.

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