Compare Lab
Pipecat vs PolyAI
Pipecat is positioned as open-source Python orchestration for a voice stack assembled by developers. PolyAI is positioned as enterprise dialog-agent platform with a builder, developer tooling and system integrations. Start by deci
Pipecat is positioned as open-source Python orchestration for a voice stack assembled by developers. PolyAI is positioned as enterprise dialog-agent platform with a builder, developer tooling and system integrations. Start by deciding who owns the missing layers, then inspect the documented differences below.
Developer Frameworks and Enterprise Platforms are different product categories. An underlying engine or framework is not a complete substitute for a deployed agent workflow.
13 jointly documented catalog fields. This measures evidence coverage, not equivalent quality or an overall winner.
Test opening hours, booking conflicts and an unanswered transfer.
Start where the records differ.
Values and evidence states are compared together. Shared facts follow the differences; Unknown never means No.
| Decision point | Pipecat | PolyAI |
|---|---|---|
| Billing modelDifferent records | component-stack | per-minute |
| Billing unitDifferent records | Active/reserved agent minute; participant minute; telephony minute; SIP REFER event | Voice agent minute |
| Bring your modelDifferent records | Yes | Yes |
| Warm transferDifferent records | Yes | Unknown |
| Bring your telephonyShared state | Yes | Yes |
| HIPAA pathShared state | Yes | Yes |
Your requirements & next steps
Your requirements
Ready-made / AI receptionist · Strict evidence mode
No personal requirements yet. Add criteria in Advanced Filter to prioritize this comparison.
Framework open source; Cloud compute, reservation, transport, recording and providers separately priced.
Sales-led per-minute contract rate, not a public numerical rate.
Compute only. Transport/models/recording and reserved idle time excluded.
Commercial rate, commitment and workload exceptions require quote; no fabricated all-in ceiling.
Different units cannot be normalized without usage and provider assumptions.
Published unit; precise fee and minimum quote unresolved.
Public component table and Enterprise sales path were reviewed; an exact platform subscription floor, contractual minimum and billing-rounding policy were not established. Per-minute display alone does not prove per-second metering.
Commercial rate, commitment and workload exceptions require quote; no fabricated all-in ceiling.
Does not make hosting or model inference free.
No included minute allowance published in reviewed page.
This is the audio-filter allowance overage, not an all-in call rate.
Sales-led per-minute service and build credits are documented; no public complete rate/commitment, recurring free entitlement or provider cost inclusions established.
Enterprise integrated inference billing by agreement.
Sales-led per-minute service and build credits are documented; no public complete rate/commitment, recurring free entitlement or provider cost inclusions established.
Not yet researched against this buyer-critical field standard.
Not yet researched against this buyer-critical field standard.
No all-in ceiling from minutes alone: reservation, transport, providers, recording and carrier legs vary.
Commercial rate, commitment and workload exceptions require quote; no fabricated all-in ceiling.
No all-in ceiling from minutes alone: reservation, transport, providers, recording and carrier legs vary.
Commercial rate, commitment and workload exceptions require quote; no fabricated all-in ceiling.
Anyone with this link can view the encoded decision criteria.
Vendor documentation establishes a claim. Public model benchmarks are separate context, not measurements of these platforms.
Open saved comparison ↗What to verify together.
Pipecat
Free framework licensing does not cover inference, hosting or carriers.
agent-1x active $0.01/min, reserved $0.0005/min; agent-2x $0.02/$0.001; agent-3x $0.03/$0.0015 · V3.3 evidence review · Pipecat Cloud agent-1x active compute only; reserved runtime/provider/carrier bills extra
Excluded / confirm: Complete cost cannot be established from this reference. No all-in ceiling from minutes alone: reservation, transport, providers, recording and carrier legs vary. · LLM/STT/TTS provider invoices, transport, telephony, reserved runtime, recording and storage
Framework open source; Cloud compute, reservation, transport, recording and providers separately priced.
PolyAI
The public pricing page gives a billing basis, not a numeric quote.
Custom quote / current rate unresolved · V3.3 evidence review · Contract-defined minute billing; no public numeric quote
Excluded / confirm: Complete cost cannot be established from this reference. Commercial rate, commitment and workload exceptions require quote; no fabricated all-in ceiling. · Provider, carrier and custom contract terms require separate verification
Sales-led per-minute contract rate, not a public numerical rate.
The evidence overlap.
Both records have documented values for Product type, Technical setup, Pricing model, Bring your TTS, ElevenLabs TTS, Cartesia TTS, OpenAI models, Anthropic models, MCP tools, Function / tool calling, Simulation / test tools, Checked within 30 days and additional fields shown in Compare. Matching availability does not measure behavior under your call conditions.
Run the same booking, tool failure and unsuccessful human-transfer cases. Record both outcomes and billable units before signing a deployment agreement.
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