specification: FinOps Framework
specificationVersion: '1.0'
schema: https://www.finops.org/framework/
provider: Wolfram|Alpha
providerId: wolframalpha
created: '2026-05-04'
# Provenance stamped 2026-08-11: this artifact was written by the API Evangelist
# bulk sweep dated 2026-05-04, not harvested from the provider. See roadmap#35.
method: generated
modified: '2026-05-05'
reconciled: false
tags:
  - AI
  - Computational Knowledge
  - FinOps
  - FOCUS
description: FOCUS-aligned FinOps view of the Wolfram|Alpha API family. Wolfram publishes a non-commercial free allowance (2,000 calls/month) and offers paid Standard and Custom API agreements that are not publicly priced; per-call rates and invoice line items must be obtained from Wolfram sales.
sources:
  - https://products.wolframalpha.com/api
  - https://products.wolframalpha.com/contact-us/purchase
alignedWith:
  framework: FinOps Foundation Framework
  frameworkUrl: https://www.finops.org/framework/
  dataSpec: FOCUS
  dataSpecVersion: '1.3'
  dataSpecUrl: https://focus.finops.org/focus-specification/v1-3/
publisherName: Wolfram Alpha LLC
serviceCategory: AI / Computational Knowledge
billingModel:
  pricingCategory: Pay-As-You-Go
  billingFrequency: Per-Invoice
  billingCurrency: USD
  chargeCategories:
    - Usage
    - Purchase
focusColumns:
  ServiceName: Wolfram|Alpha API
  ServiceCategory: AI / Computational Knowledge
  ProviderName: Wolfram|Alpha
  PublisherName: Wolfram Alpha LLC
  InvoiceIssuerName: Wolfram Alpha LLC
  BillingCurrency: USD
  ChargeCategory: Usage
meters:
  - name: api_calls
    description: Count of Wolfram|Alpha API calls (Full Results, LLM, Simple, Short Answers, Spoken Results, Fast Query Recognizer, Summary Box, Instant Calculators) attributed to a developer account.
    unit: request
    aggregation: sum
    dimensions:
      - api
      - account
  - name: non_commercial_allowance_consumed
    description: Portion of the 2,000-call non-commercial monthly allowance consumed by a given account.
    unit: request
    aggregation: sum
    dimensions:
      - account
principles:
  - name: Visibility
    description: Track API consumption against the 2,000-call non-commercial monthly allowance via the Wolfram|Alpha Developer Portal; for paid Standard or Custom plans, request usage statements directly from Wolfram billing since usage telemetry is not exposed via a public API.
  - name: Allocation
    description: Use a distinct AppID per consuming application or environment so Wolfram-side call counts can be attributed to the right team or product when reconciling against invoices.
  - name: Optimization
    description: Choose the narrowest endpoint that returns the needed answer (Short Answers / Spoken Results / Simple over Full Results), tune scantimeout, podtimeout, and formattimeout to fail fast on expensive queries, and cache deterministic responses to stay inside the non-commercial allowance.
  - name: Accountability
    description: Assign a single owner per AppID; before crossing the 2,000-call non-commercial threshold or moving to commercial use, route procurement through Wolfram's purchase contact form so commitments and contractual terms are owned in finance rather than implicit in code.
maintainers:
  - FN: Kin Lane
    email: kin@apievangelist.com