specification: FinOps Framework
specificationVersion: '1.0'
schema: https://www.finops.org/framework/
provider: Pipecat
providerId: pipecat-ai
created: '2026-06-21'
modified: '2026-06-21'
reconciled: false
tags:
- AI
- Voice
- Multimodal
- Agents
- Realtime
- Framework
- FinOps
- Cost Management
- FOCUS
description: >-
  FinOps view of building and operating Pipecat-based voice and multimodal
  agents. The Pipecat framework itself is free and open source (BSD 2-Clause),
  so direct framework cost is zero. Spend accrues in two places: (1) the
  third-party AI services and transports wired into a pipeline - STT, LLM, TTS,
  vision, and media/telephony vendors, each billed directly by the provider;
  and (2) optional Pipecat Cloud hosting, billed usage-based per active
  agent-minute by compute profile (agent-1x/2x/3x), with reserved-capacity
  discounts and per-minute add-ons for transport, recording, noise suppression,
  and telephony. Rates are not reconciled here.
notes: >-
  Pipecat Cloud per-minute rates and agent profiles change; verify against the
  Pipecat Cloud pricing page and calculator during reconciliation. The largest
  variable cost in most deployments is downstream inference (LLM tokens) and
  STT/TTS minutes billed by external vendors, not Pipecat.
sources:
- https://www.daily.co/pricing/pipecat-cloud/
- https://docs.pipecat.ai/overview/cloud
- https://github.com/pipecat-ai/pipecat
- https://focus.finops.org/focus-specification/v1-3/
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: Daily
serviceCategory: AI and Machine Learning
billingModel:
  pricingCategory: Usage-Based
  billingFrequency: Monthly
  billingCurrency: USD
  chargeCategories:
  - Usage
  - Purchase
  - Adjustment
focusColumns:
  ServiceName: Pipecat Cloud
  ServiceCategory: AI and Machine Learning
  ProviderName: Pipecat
  PublisherName: Daily
  InvoiceIssuerName: Daily
  BillingCurrency: USD
  ChargeCategory: Usage
  PricingCategory: Usage-Based
meters:
- name: agent_active_minutes
  description: Minutes an agent runs actively on a Pipecat Cloud compute profile (agent-1x/2x/3x).
  unit: minutes
  aggregation: sum
  dimensions:
  - account
  - agent
  - profile
- name: agent_reserved_minutes
  description: Reserved-capacity agent-minutes billed at a discounted standby rate.
  unit: minutes
  aggregation: sum
  dimensions:
  - account
  - agent
  - profile
- name: transport_participant_minutes
  description: WebRTC voice/video participant-minutes for media transport.
  unit: participant_minutes
  aggregation: sum
  dimensions:
  - account
  - transport
- name: recording_minutes
  description: Audio-only or audio-and-video recording minutes.
  unit: minutes
  aggregation: sum
  dimensions:
  - account
  - recording_type
- name: noise_suppression_minutes
  description: Krisp VIVA noise-suppression minutes (free first 10k/mo, then per-minute).
  unit: minutes
  aggregation: sum
  dimensions:
  - account
- name: telephony_minutes
  description: SIP and PSTN telephony minutes.
  unit: minutes
  aggregation: sum
  dimensions:
  - account
  - telephony_type
- name: external_service_usage
  description: Downstream STT/LLM/TTS/vision usage billed directly by third-party vendors, not by Pipecat.
  unit: varies
  aggregation: sum
  dimensions:
  - account
  - provider
  - service
principles:
- name: Visibility
  description: Track Pipecat Cloud agent-minutes per profile plus each integrated STT/LLM/TTS vendor's own billing exports; the framework itself is free.
- name: Allocation
  description: Tag agents and secret sets per workload/team and map both Pipecat Cloud and downstream vendor spend to cost centers.
- name: Optimization
  description: Right-size compute profiles (agent-1x vs 3x), use reserved capacity for steady load, pick efficient STT/LLM/TTS models, and self-host the OSS framework where Cloud hosting is not needed.
- name: Accountability
  description: Assign owners per agent/project; review per-minute Cloud spend and downstream inference costs monthly against budget.
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com